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The Future of GPU Rendering: Real-Time Raytracing, Holographic Displays, and Light Field Media
Graphics - Production Rendering
Ray Tracing
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The Future of GPU Raytracing
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Graphics - Production Rendering
Ray Tracing
Production-Quality, Final-Frame Rendering on the GPU
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Graphics - Production Rendering
Ray Tracing
Bringing the Arnold Renderer to the GPU
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Graphics - Production Rendering
Ray Tracing
Photoreal Design Workflows with NVIDIA Iray: the Siemens Experience
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Graphics - Production Rendering
Ray Tracing
Visuals as a Service (VaaS): How to Build Photoreal On-Demand Product Visuals with RTX Real-Time Raytracing and the Cloud
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Graphics - Production Rendering
Ray Tracing
Integrating the NVIDIA Material Definition Language in Your Application
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Graphics - Production Rendering
Ray Tracing
New Features in OptiX 7
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Graphics - Production Rendering
Ray Tracing
The Future of GPU Rendering: Real-Time Raytracing, Holographic Displays, and Light Field Media
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Graphics - Production Rendering
Ray Tracing
KeyShot GPU Rendering Using OptiX 7
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Graphics - Production Rendering
Ray Tracing
Next-Gen Rendering Technology at Pixar
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Graphics - Production Rendering
Ray Tracing
RTX Accelerated Raytracing With OptiX 7
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Graphics - Production Rendering
Ray Tracing
Material Interoperability Using Open Standards (MaterialX, Standard Surface, MDL)
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Graphics - Production Rendering
Ray Tracing
Latest Advancements for Production Rendering with V-Ray GPU and Real-Time Raytracing with Project Lavina
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Graphics - Production Rendering
Ray Tracing
Sharing Physically Based Materials Between Renderers with MDL
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Graphics - Production Rendering
Ray Tracing
Raytracing for Deep Neural Networks Training
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Computer Vision
Intelligent Video Analytics
Video & Image Processing
PyTorch-TensorRT: Accelerating Inference in PyTorch with TensorRT
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Deep Learning Inference - Optimization and Deployment
JAX: Accelerating Machine-Learning Research with Composable Function Transformations in Python
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Frameworks (DL and non-DL)
Libraries
Runtimes
NVIDIA NGC for Deep Learning, Machine Learning, and HPC
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Deploying your Models to GPU with ONNX Runtime for Inferencing in Cloud and Edge Endpoints
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Deep Learning Inference - Optimization and Deployment
Ultra-Fast Radar Simulation for Radar System Design and Automotive Applications
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Design & Engineering
Developing CUDA kernels to push Tensor Cores to the Absolute Limit on NVIDIA A100
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Performance Optimizaton & Profiling
Memory Management on Modern GPU Architectures
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Performance Optimization & Profiling
Distributed Deep Learning with Horovod
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Deep Learning Training at Scale
NVIDIA Marbles RTX
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Deep Learning for 3D Vision (Point Clouds)
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Computer Vision
Intelligent Video Analytics
Video & Image Processing
DeepSpeed: System optimizations enable training deep learning models with over 100 billion parameters
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Deep Learning Training at Scale
Google Cloud AutoML Video and Edge Deployment
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Computer Vision
Intelligent Video Analytics
Video & Image Processing
5G Meets Deep Learning, Ray Tracing, and GPUs
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5G
Edge Computing
IoT
Extensions of TensorFlow-Based Computational Fluid Dynamics
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Computational Fluid Dynamics
Distributed Training and Fast Inter-GPU communication with NCCL
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Deep Learning Training at Scale
Visual Anomaly Detection using NVIDIA Deepstream IoT
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5G
Edge Computing
IoT
Toward INT8 Inference: Deploying Quantization-Aware Trained Networks using TensorRT
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Deep Learning Inference - Optimization and Deployment
SimNet Toolkit - Accelerating Scientific & Engineering Simulation workflows with AI
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Computational Physics
Design & Engineering
Deep into Triton Inference Server: BERT Practical Deployment on NVIDIA GPU
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Deep Learning Inference - Optimization and Deployment
Introducing NVIDIA DGX A100: The Universal AI System for Enterprise
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Cloud Infrastructure Hardware & Software
Inside the NVIDIA Ampere Architecture
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Compilers & Tools
Programming Languages
GPU-Accelerated Deep Learning for Weather, Climate, and Space
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Climate
Ocean Modeling
Weather
Creating In-Camera VFX with Real-Time Workflows
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Graphics - Animation
VFX
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
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Conversational AI
Working with Tensor Cores and RTCore for compute
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HPC & AI
PredictionNet: Predicting the Future in Multi-Agent Environments for Autonomous Vehicle Applications
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Autonomous Vehicles
Witcher III on the Nintendo Switch: GPU & Memory Optimization
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Graphics - AI Applications
Optuna: An Eager Hyperparameter Optimization Library
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Frameworks (DL and non-DL)
Libraries
Runtimes
Computer Vision in Ecommerce
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Deep Learning - Use Cases & Success Stories
High Performance Distributed Deep Learning: A Beginner's Guide
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HPC & AI
Fast Denoising with Self Stabilizing Recurrent Blurs
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Graphics - AI Applications
Interpretable Deep Learning for Hurricane Intensity Prediction
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Climate
Ocean Modeling
Weather
Democratized ML pipelines and Spark Rapids based-hyperparameter tuning
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Accelerated Data Science
Opening Up the Black Box: Model Understanding with Captum and PyTorch
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Frameworks (DL and non-DL)
Libraries
Runtimes
High-Performance Inferencing at Scale Using the Triton Inference Server
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Deep Learning Inference - Optimization and Deployment
High-Throughput Real-time Data Processing with GPUs at CERN
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Computational Physics
Roofline Performance Model for HPC and Deep-Learning Applications
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Performance Optimization & Profiling
How Domino's Leverages AI for Inference
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Deep Learning - Use Cases & Success Stories
Fast Distributed Joins with RAPIDS and UCX
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Accelerated Data Science
Real-Time Ray-Traced Ambient Occlusion of Complex Scenes using Spatial Hashing
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Graphics - Real-Time Rendering and Ray Tracing
Inspur's Full-Stack AI Capabilities (Presented by Inspur)
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Cloud Infrastructure Hardware & Software
The SpeechBrain Project
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Conversational AI
Accelerating the Fulfillment Decision Process of Walmart Ecommerce by GPUs
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Deep Learning - Use Cases & Success Stories
A Mixed-Precision Machine Learning Approach to Accelerate Geostatistical Simulations and Prediction on GPUs
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Climate
Ocean Modeling
Weather
RAPIDS: GPU-Accelerated Data Analytics & Machine Learning
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Accelerated Data Science
High Throughput Cryo-Electron Microscopy and Cryo-Electron Tomography Powered by GPU at the University of California, San Francisco
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Microscopy
NVIDIA Multi-Instance GPU (MIG) Enables Elastic Computing
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Deep Learning Training at Scale
Dynamic Data Structures on the GPU
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Algorithms
Numerical Techniques
Accelerated Data Science on GPUs using RAPIDS
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Accelerated Data Science
Accelerating Apache Spark 3.0 with RAPIDS and GPUs
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Accelerated Data Science
AI/ML with vGPU on Openstack or RHV Using Kubernetes
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Cloud Infrastructure Hardware & Software
Accelerated Analytics Fit for Purpose: Scaling Out and Up (Presented by OmniSci)
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Accelerated Data Science
CLOUDXR: Streaming AR and VR
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Augmented Reality
Virtual Reality
How to Build a Multi-Camera Media Server for AI Processing on Jetson
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Computer Vision
Intelligent Video Analytics
Video & Image Processing
Isaac Sim 2020 Deep Dive
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Autonomous Machines
NVIDIA Video Technologies: Video Codec and Optical Flow SDK
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Computer Vision
Intelligent Video Analytics
Video & Image Processing
Jetson Xavier NX Brings Cloud-Native Agility to Edge AI Devices
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Autonomous Machines
Developing IVA Software Using NVIDIA DeepStream SDK
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Computer Vision / Intelligent Video Analytics / Video & Image Processing
Cisco and Patriot One Technologies Bring Machine Learning Projects from Imagination to Realization (Presented by Cisco)
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Deep Learning - Use Cases & Success Stories
LUCID: High-Resolution Ground-Based Observations of LEO Satellites with Multi-Frame Blind Deconvolution
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Astronomy
Astrophysics
Leveraging NVIDIA's Technology for the Ultimate Industrial Autonomous Transport Robot
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CUDA on NVIDIA Ampere GPU Architecture: Taking Your Algorithms to the Next Level of Performance
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Compilers & Tools
Programming Languages
FastSpeech and Its Acceleration of Training and Inference on GPU
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Conversational AI
Fast Data Pre-Processing with NVIDIA Data Loading Library (DALI)
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Deep Learning Training at Scale
Complex 60 GPU CFD Simulations for Aerospace Gearboxes
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Computational Fluid Dynamics
Photorealistic, Real-Time, Digital Humans: From Our TED Talk to Now.
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Graphics - Animation
VFX
Espresso: A Fast End-to-End Neural Speech Recognition Toolkit
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Conversational AI
Speed Up Your Data Science Tasks By a Factor of 100+ Using AzureML and NVIDIA RAPIDS
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Accelerated Data Science
Wide and Deep Recommender Inference on GPU
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Deep Learning Inference - Optimization and Deployment
Federated Learning for Medical Imaging: Collaborative AI without Sharing Patient Data
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Medical Imaging
Object Recognition and Tracking Utilizing Millimeter-Wave Radar by Deep Neural Networks
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Autonomous Vehicles
Few-Shot Adaptive Video-to-Video Synthesis
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Computer Vision
Intelligent Video Analytics
Video & Image Processing
RTXGI: Scalable Ray Traced Global Illumination in Real Time
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Graphics - Real-Time Rendering and Ray Tracing
Deep Learning Demystified
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Accelerated Data Science
Improve ML Training Performance with Amazon SageMaker Debugger (Presented by Amazon Web Services)
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Deep Learning Training at Scale
NVIDIA Math Libraries
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Frameworks (DL and non-DL) / Libraries / Runtimes
Optimized Image Classification on the Cheap
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Deep Learning Training at Scale
NVIDIA TensorRT Workflows; Importing from Frameworks into your Inference Solution
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Deep Learning Inference - Optimization and Deployment
Automating DNN Design for DRIVE AGX: Platform-Aware Neural Architecture Search
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Deep Learning Inference - Optimization and Deployment
Combined Python/CUDA JIT for Flexible Acceleration in RAPIDS
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Frameworks (DL and non-DL)
Libraries
Runtimes
Hedgehog: A Performance-Oriented General Purpose Library that Exploits Multi-GPU Systems
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Frameworks (DL and non-DL)
Libraries
Runtimes
Multi-GPU Real-Time Rendering Techniques
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Graphics - Real-Time Rendering and Ray Tracing
Running Unmodified NumPy Programs on Hundreds of GPUs with Legate NumPy
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Accelerated Data Science
Anomaly Detection on Aircraft Sensor Data Using Deep Learning
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Deep Learning Training at Scale
Edge Computing for Building Machine Learning Pipelines Using Azure Stack
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Accelerated Data Science
Exploiting Novel GPU Parallelism in the SNAP Interatomic Potential
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Computational Chemistry
Seismic Image Compression with Deep Learning
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Deep Learning - Use Cases & Success Stories
Data Center Monitoring and Profiling
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Data Center / Cloud Infrastructure Hardware & Software
Optimizing Recommendation System Inference Performance Based on GPU
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Deep Learning Inference - Optimization and Deployment
HugeCTR: High-Performance Click-Through Rate Estimation Training
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Personalization
Recommendation
Inter-GPU Communication with NCCL
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Deep Learning Training at Scale
How NVIDIA Quadro Virtual Workstations, Virtual PCs, and Virtual Apps are Transforming Industries
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Virtualization
Document Understanding Platform: Extracting Structured Information from Financial Documents
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Computer Vision
Intelligent Video Analytics
Video & Image Processing
CuPy Overview: NumPy Syntax Computation with Advanced CUDA Features
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Accelerated Data Science
From a Safe City to a Smart City: Thanks to AI and BI Coupled Together on Top of the Urban Video-Protection Infrastructure
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Computer Vision
Intelligent Video Analytics
Video & Image Processing
Named Tensors, Model Quantization, and the Latest PyTorch Features
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Frameworks (DL and non-DL)
Libraries
Runtimes
Drones, Machetes, Fire, and VR: 21st-century Tools for Social and Sustainable Impact
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Augmented Reality
Virtual Reality
Hybrid Molecular Mechanics: Artificial Intelligence Simulation Methods to Study Molecular Systems
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HPC & AI
GPU-Accelerated Tabu Search and Large Neighborhood Search to Solve Vehicle Routing Problem with Time Windows
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Accelerated Data Science
Multi-GPU Programming with Message-Passing Interface
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Compilers & Tools
Programming Languages
A Deep Learning Approach to Improve the Reliability of Oil and Gas Systems
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Inspection
Logistics
Predictive Maintenance
Autonomous Anomaly Detection for Dense-Sensor IoT Prognostics
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Inspection
Logistics
Predictive Maintenance
Democratizing Conversational AI with Square Assistant
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Conversational AI
AI Infrastructure for Real-World Use Cases from NetApp and NVIDIA (Presented by NetApp)
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Performance Optimization & Profiling
Accelerating DNN Inference with GraphBLAS and the GPU
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Deep Learning Inference - Optimization and Deployment
An Overview of GPU Recurrent Neural Network Performance
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Algorithms
Numerical Techniques
Deep Dive with Sebastian Herscher, CAVE: Making Collective Virtual Narrative (SIGGRAPH)
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Graphics - Animation
VFX
NVTabular: GPU Accelerated ETL for Recommender Systems
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Accelerated Data Science
Quantify the Impact of Virtual GPUs Using NVIDIA nVector
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Virtualization
Accelerating SPTAG Library on the GPUs for Approximate Nearest Neighborhood Search
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Algorithms
Numerical Techniques
Day of the Living Cell: Supercomputers Reveal Molecular Design Principles of Photosynthesis
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Computational Chemistry
AI as a Service (AIaaS): Zero to Kubeflow: Supporting Your Data Science Teams with the Most Common Uses Cases
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Deep Learning Training at Scale
Optimizing CUDA Kernels in HPC Simulation and Visualization Codes Using NVIDIA Nsight Compute
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Performance Optimization & Profiling
Tuning GPU Server for DL Performance
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Deep Learning Training at Scale
RTCore for Compute: Exploiting Computational Patterns Using NVIDIA RTX
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Algorithms
Numerical Techniques
Accelerating Adobe's Intelligent Service via GPU-based Spark 3.0 and XGBoost
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Accelerated Data Science
Making Ray Traced Content in Unreal Engine 4
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Graphics - Real-Time Rendering and Ray Tracing
RTX Real Time Ray Tracing Best Practices
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Graphics - Real-Time Rendering and Ray Tracing
From HPO to NAS: Scalable autonomous deep learning for computer vision
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AI at PayPal: A Massively Scalable Architecture for Financial Services
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HPC & AI
CUDA Graphs
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Programming Languages/ Compilers & Tools
A Data-Driven DNN-Based Fast Chip Thermal Solver
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Computational Fluid Dynamics
The Lion King: Reinventing the Future of Virtual Production
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Graphics - Animation
VFX
Deep, Self-Supervised Learning for Patient-Specific Anomaly Detection in Stereoelectroencephalography
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Medical Imaging
Feeding the Beast: Delivering memory bandwidth to high performance GPUs into the future
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Graphics - AI Applications
Accelerating Hyperparameter Tuning with Container-Level GPU Virtualization
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Frameworks (DL and non-DL)
Libraries
Runtimes
DLSS 2.0 - Image Reconstruction for Real-time Rendering with Deep Learning
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Graphics - AI Applications
Neuroevolution-Based Automated Model Building: How to Create Better Models
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Inspection
Logistics
Predictive Maintenance
Accelerating Sparsity in the NVIDIA Ampere Architecture
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Deep Learning Inference - Optimization and Deployment
VMD on Arm
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Scientific Visualization
NVIDIA DRIVE Sim Autonomous Urban and Highway Drive Around Silicon Valley
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Autonomous Vehicles
Synthetic Data: An efficient mechanism to train Perception Systems
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Computer Vision
Intelligent Video Analytics
Video & Image Processing
Weakly Supervised Training to Achieve 99% Accuracy for Retail Asset Protection
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Deep Learning - Use Cases & Success Stories
Altair and Oracle Deliver Powerful Engineering Solutions Running on NVIDIA High-End GPUS (Presented by Oracle)
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Computational Fluid Dynamics
MLPerf: A Benchmark Suite for Machine Learning from an Academic-Industry Cooperative
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Deep Learning Training at Scale
Optimizing TensorRt Conversion for Real-Time Inference On Autonomous Vehicles
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Autonomous Vehicles
Accelerating Large-Scale GW Calculations in Material Science
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Computational Chemistry
Integer Quantization for DNN Inference Acceleration
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Deep Learning Inference - Optimization and Deployment
From Shop Floor to Engineering Workspaces: Rich Immersive Experiences Across the Enterprise, NVIDIA CloudXR and ESI Immersive Cloud Tech.
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Augmented Reality
Virtual Reality
Deep Learning in Health Care: from Voicebots to Disease Prediction
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Medical Imaging
Toward Industrial LES/DNS in Aeronautics: Leveraging OpenACC for Massively Parallel CPU+GPU Simulations
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Computational Fluid Dynamics
How NVIDIA's Deep Learning Training Examples have State-of-the-Art Accuracy and Performance
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Frameworks (DL and non-DL)
Libraries
Runtimes
Sensor Processing with the NVIDIA DriveWorks SDK: Abstraction, Algorithms, and Acceleration
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Autonomous Vehicles
Making Radiology AI Models More Robust: Federated Learning and Other Approaches
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Medical Imaging
XLNet Optimization Using CUDA
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Deep Learning Inference - Optimization and Deployment
Generating Diverse and Photorealistic Synthetic Data for Real-World Perception Tasks
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Autonomous Vehicles
A Faster Radix Sort Implementation
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Algorithms
Numerical Techniques
GTC 2020 Keynote with CEO Jensen Huang
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How Machine Learning Powers On-Demand Logistics At DoorDash
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Deep Learning - Use Cases & Success Stories
Minecraft with RTX: Crafting a real-time path-tracer for gaming
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How AI Is Reinventing Retail
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Deep Learning - Use Cases & Success Stories
An Approach to Using Reinforcement Learning to Mimic Portfolio Behavior
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Derivative Calculations
Quantitative Risk
Performance and Model Fidelity of BERT Training from a Single DGX Through DGX SuperPod
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Deep Learning Training at Scale
Khronos Cross-Platform Standards Update: Vulkan, SPIR-V, OpenXR, glTF and OpenCL
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Graphics - Real-Time Rendering and Ray Tracing
Accelerated Computing Teaching Kit for University Educators: Introduction and Use Cases
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CUDA Development Education Track
HPL-AI: Benchmarking Half-Precision Hardware with Modern Numerical Linear Algebra
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Algorithms
Numerical Techniques
Learning to Route Using Multi-Agent Reinforcement Learning
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Reinforcement Learning
PBR Material Creation from a Single Picture in Substance Alchemist
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Design & Engineering
Deep Learning Training with cuDNN
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Frameworks (DL and non-DL) / Libraries / Runtimes
Winning Kaggle Competitions with GPUs: Reflections from Kaggle Grandmasters
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Deep Learning - Use Cases & Success Stories
Crossing The Customer Experience Chasm - One Data Point At a Time
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Autonomous Machines
Scaling PyData with Dask and RAPIDS at Capital One
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Accelerated Data Science
Medical Volume Raytracing in Virtual Reality
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Augmented Reality
Virtual Reality
Efficient Meta-Reinforcement Learning via Probabilistic Context Variables
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Reinforcement Learning
AI in Autonomous Mobile Robots
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Autonomous Machines
Dell Precision Data Science Workstation for the new era of AI productivity
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Accelerated Data Science
Storage for AI and Analytics Data Pipeline - Optimize your storage architecture for every stage of your AI and Analytics data pipeline and models
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HPC & AI
GPU-Accelerated Scientific Visualization
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Scientific Visualization
Precise Ultra HD Map Data as Basis for NVIDIA DRIVE Sim Virtual Testing and Simulation
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Autonomous Vehicles
MAGMA: Accelerating Linear Algebra Through Mixed-Precision and Tensor Cores
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Algorithms
Numerical Techniques
NVIDIA Rapids on Summit Supercomputer: Early Experiences
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Accelerated Data Science
Building a smart language understanding system for conversational AI with Hugging Face transformers
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Frameworks (DL and non-DL)
Libraries
Runtimes
High-Performance Next-Generation Deep-Learning Clusters
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HPC & AI
Virtual GPU Computing for HPC: Improving System Utilization Through GPU Virtualization
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Virtualization
Baidu's CTR in HGX-2
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Deep Learning Training at Scale
Creating Performant DL Models for Use in Client Applications
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Graphics - AI Applications
How SageMaker Helped NerdWallet Build an ML Platform
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Accelerated Data Science
Unleash Computer Vision at the Edge with Jetson Nano and Always AI
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5G
Edge Computing
IoT
Validating DGX SuperPOD to Solve the World's Most Challenging AI Workloads
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Cloud Infrastructure Hardware & Software
NVIDIA Quadro RTX for Healthcare - Improving Patient Outcomes
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Medical Imaging
CUDA C++ in Jupyter: Adding CUDA Runtime Support to Cling
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Compilers & Tools
Programming Languages
Coverage-Driven Verification for Ensuring AV and ADAS Safety
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Autonomous Vehicles
Building Autonomous Store Platform for Everyone
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Computer Vision
Intelligent Video Analytics
Video & Image Processing
GPU-Accelerated Next-Generation Sequencing Bioinformatic Pipeline
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Genomics
Deep Learning Training with Tensor Cores and Automatic Mixed Precision
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Deep Learning Training at Scale
Accelerate and Autoscale Deep Learning Inference on GPUs with KFServing
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Deep Learning Inference - Optimization and Deployment
Effective Use of Mixed Precision for HPC
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Algorithms
Numerical Techniques
Identifying Millions of Protein Modifications Using GPU-Powered Approximate Nearest Neighbor Searching
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Genomics
Accelerating Recommender System Training and Inference on NVIDIA GPUs
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Personalization / Recommendation
Accelerated Data ETL and Analytics: Implementations and Algorithms
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Accelerated Data Science
Ray-Traced Virtual Reality in Omniverse
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Augmented Reality
Virtual Reality
How to Create Generalizable AI?
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Deep Learning - Use Cases & Success Stories
Affordable Modeling of Complex Extreme Events in the Built Environment Using GPU-accelerated CFD
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Design & Engineering
From Training to Inference: Maximizing Resource Usage and Reducing Cost with GPU Virtualization on VMware vSphere
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Cloud Infrastructure Hardware & Software
NVIDIA Isaac SIM Amazing Robot Models and Tasks Simulated in Isaac Sim 2020.1
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Augmented Reality
Autonomous Machines
Virtual Reality
Astaroth: an API for Three-dimensional Stencil Computations on GPUs
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Compilers & Tools
Programming Languages
Training Models 20x Faster on GPU in Medical Image Analysis
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Deep Learning Training at Scale
Operationalizing PyTorch Models Using ONNX and ONNX Runtime
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Deep Learning Inference - Optimization and Deployment
Accelerating AI Workflows with NGC
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How CUDA Math Libraries can help you unleash the power of the new NVIDIA A100 GPU
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Frameworks (DL and non-DL)
Libraries
Runtimes
GPipe: Efficient Training of Giant Neural Networks Using Pipeline Parallelism
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Deep Learning Training at Scale
Optimizing Applications for NVIDIA Ampere GPU Architecture
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Performance Optimizaton & Profiling
Transfer Learning Toolkit & Pre-Trained Models
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Computer Vision / Intelligent Video Analytics / Video & Image Processing
The Rocky Road to Tasking: Task Queues Reloaded
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Performance Optimization & Profiling
Building ORAN based high performance 5G RAN systems with NVIDIA GPUs and Mellanox NIC
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5G
Edge Computing
IoT
Improve Data Scientist and IT Productivity with Jupyter-as-a-Service
webpage
NVIDIA Vulkan Features Update including Vulkan 1.2 and Ray Tracing
webpage
Graphics - Real-Time Rendering and Ray Tracing
Simplifying GPU Access: A Polyglot Binding for GPUs with GraalVM
webpage
Accelerated Data Science
Learn How to Drastically Increase the Relevance of Personal Recommendations
webpage
Personalization
Recommendation
GPU Acceleration of an FEM-based Commercial CFD Solver
webpage
Computational Fluid Dynamics
Optimization Strategies for Large-Scale DL Training Workloads: Case Study with RN50 on DGX Clusters
webpage
Deep Learning Training at Scale
Case Study of Deploying Text-to-Speech Services on GPU
webpage
Conversational AI
Scaling Hyper-Parameter Optimization Using RAPIDS, Dask, and Kubernetes
webpage
Accelerated Data Science
Supercomputing Seamlessly: Interactive HPC and AI with GPUs via Open OnDemand
webpage
HPC & AI
Tensor Core Performance on NVIDIA GPUs: The Ultimate Guide
webpage
Performance Optimizaton & Profiling
Unlocking GPU-Accelerated Data Science at Scale with Active Analytics
webpage
Accelerated Data Science
High-Performance, Remote Scientific Visualization in Jupyter Notebooks
webpage
Scientific Visualization
Panoptic Segmentation DNN for Autonomous Vehicles
webpage
Autonomous Vehicles
How To: Get the Most Out of Your Data Science Workflows (Presented by Lenovo)
webpage
Accelerated Data Science
Accelerating GNMT Inference on GPU
webpage
Deep Learning Inference - Optimization and Deployment
Practical Guidelines for Optimizing and Accurate Sizing of Medical Imaging Workflows
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Medical Imaging
Inside NVIDIA's Multi-Instance GPU Feature
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Cloud Infrastructure Hardware & Software
Fostering a Strong Ecosystem for AI in Medical Imaging
webpage
Medical Imaging
Inside NVIDIA's AI Infrastructure for Self-Driving Cars
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Autonomous Vehicles
Running Multi-Messenger Astrophysics with IceCube Across All Available GPUs in the Cloud
webpage
Supercomputing
AI Innovation Success Stories in Retail and Consumer Products Industries
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Deep Learning - Use Cases & Success Stories
Training Biomedical & Clinical Language Models using BERT
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Medical Imaging
Challenges of Using Self-Adaptive Deep Neural Networks for Real-Time Production for Industrial Cases
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Inspection
Logistics
Predictive Maintenance
AdaSum: Adaptive Summation of Gradients for Deep Learning
webpage
Deep Learning Training at Scale
When Neural Networks Meet Conventional Learning and Optimization Methods: Learning Radio Maps for Enhanced Physical-Layer Security
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5G
Edge Computing
IoT
TensorRT inference with TensorFlow 2.0
webpage
Frameworks (DL and non-DL)
Libraries
Runtimes
rlpyt: A High-Performance, Open-Source Code Base for Reinforcement Learning
webpage
Reinforcement Learning
From Cloud to Edge: Building Secure and Efficient Data Centers with NVIDIA Mellanox ConnectX SmartNICs
webpage
Cloud Infrastructure Hardware & Software
NVIDIA Tool to Visualize and Interact with Feature Maps
webpage
Deep Learning Inference - Optimization and Deployment
Containers Runtime, Orchestration and Monitoring
webpage
Data Center / Cloud Infrastructure Hardware & Software
Accelerating Quantum Chemistry Simulations with AI
webpage
Computational Chemistry
Molecular Dynamics
HPE Virtual Workstations Using NVIDIA GPU in Distributed Data Center
webpage
Virtualization
Fast Evaluation of Eigenvalues of the Overlap-Dirac Operator in Lattice Gauge Theory
webpage
Computational Physics
Toward Taming the Training Data Complexity in Smart Manufacturing
webpage
Inspection
Logistics
Predictive Maintenance
Accelerate ML Lifecycle with Containers, Kubernetes and NVIDIA GPUs (Presented by Red Hat)
webpage
Accelerated Data Science
From Hours to Minutes: The Journey of Optimizing Mask-RCNN and BERT Using MXNet
webpage
Deep Learning Training at Scale
F1/10: A 1/10th-Scale Race Car for Autonomous Driving Research
webpage
Autonomous Machines
NVIDIA Tools to Train, Build, and Deploy Intelligent Vision Applications at the Edge
webpage
Computer Vision
Intelligent Video Analytics
Video & Image Processing
NVIDIA EGX Platform for Edge Computing
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5G
Edge Computing
IoT
Intelligent End-to-End AI Chatbot with Audio-Driven Facial Animation
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Conversational AI
Accelerating Graph Algorithms on Exascale Systems
webpage
Accelerated Data Science
Deep Dive with Kun Dong, Network Density of States (KDD)
webpage
Accelerated Data Science
3D Deep Learning in Function Space
webpage
Computer Vision
Intelligent Video Analytics
Video & Image Processing
Faster Transformer
webpage
Conversational AI
Hybrid Cloud Ecosystem: A Deep Dive into Private and Public Cloud Software Stacks
webpage
Virtualization
A Reinforcement Learning Approach for Sequential Spatial Transformer Networks
webpage
Computer Vision
Intelligent Video Analytics
Video & Image Processing
NVIDIA Jetson: Enabling AI-Powered Autonomous Machines at Scale
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Autonomous Machines
Deploying FDA-Cleared, TRT-Powered AI Radiology Products to Improve Quality and Productivity in Clinical Radiology
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Medical Imaging
A Study of Pedestrian Protection CAE Using GAN
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Design & Engineering
Capturing the Reality of Space with RTX in Deliver Us the Moon
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Graphics - Real-Time Rendering and Ray Tracing
Jumpstart AV Development with DRIVE OS and DriveWorks
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Autonomous Vehicles
Multi-Node GPU Workloads with Unprivileged Containers on Slurm
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Cloud Infrastructure Hardware & Software
Few-Shot Adaptive Gaze Estimation
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Computer Vision
Intelligent Video Analytics
Video & Image Processing
Scaling the Transformer Model Implementation in PyTorch Across Multiple Nodes
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Deep Learning Training at Scale
Applying AI and Large-Scale Machine Learning to Cash-Flow Forecasting for Small Businesses
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Accelerated Data Science
Deep Learning - Use Cases & Success Stories
Software-Based Compression for Analytical Workloads
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Algorithms
Numerical Techniques
Building Autonomous Store Platform for Everyone
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Computer Vision
Intelligent Video Analytics
Video & Image Processing
GPU Rendering for Architectural Visualization
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Design & Engineering
Gibson Environment
webpage
Computer Vision
Intelligent Video Analytics
Video & Image Processing
Real-Time GPU-Accelerated Data Analytics
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Accelerated Data Science
IT Services
Accelerating Applications for the NERSC Perlmutter Supercomputer Using OpenMP
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Compilers & Tools
Programming Languages
Deep Learning Profiling Technologies
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Deep Learning Training at Scale
GPU-Accelerated Data Pipeline and Machine Learning on DRIVE AGX using RAPIDS
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Accelerated Data Science
Immersive Reality Improving the Construction Industry
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Augmented Reality
Virtual Reality
ProVR: Vulkan and OpenGL Using Quadro GPUs
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Augmented Reality
Virtual Reality
Scaling Data by 109x and Compute for Deep-Learning Applications
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Climate
Ocean Modeling
Weather
Generative Face Models from Light Stage Scans
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Graphics - Animation
VFX
Edge AI: Powering Real-World Industrial Use Cases
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5G
Edge Computing
IoT
Dive into Deep Learning
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Training Neural Networks with Tensor Core
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Deep Learning Training at Scale
GPU-Accelerated Genome Assembly: A Deep Dive into Clara Genomics Analysis SDK
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Genomics
Virtual Validation of Automated Vehicle Safety: Challenges, Lessons Learned, and Opportunities
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Autonomous Vehicles
Accelerating Python with CUDA
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Programming Languages/ Compilers & Tools
At-the-Edge Deep Learning & Traditional Machine Vision Integration: Ultrasonic Welding Inspection
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Inspection
Logistics
Predictive Maintenance
Using GPUs to Generate Clusters and Consensus from Variable Time Series Data: Applications from Viral Genomics to English Accents
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Genomics
Advanced Optimizations of Persistent Recurrent Neural Networks
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Algorithms
Numerical Techniques
Learning the Hard Parts: Scaling Reacting Flow Simulations with Machine Learning
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Computational Fluid Dynamics
Designing with Jetson Nano
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Autonomous Machines
AIaaS: Scaling AI Infrastructure for the Enterprise from DGX-1 to SuperPOD
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Cloud Infrastructure Hardware & Software
Performance Analysis and Optimization
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Performance Optimization & Profiling
Under the Hood of the new DGX A100 System Architecture
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HPC & AI
Using AI Algorithms to Help Battle the Global Wildfire Crisis
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HPC & AI
Advances in Real-Time 3D Hologram Generation
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Augmented Reality
Virtual Reality
NetApp AI Control Plane: Full Stack AI Data Management Across the Hybrid Cloud
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Cloud Infrastructure Hardware & Software
Accelerated Data Science in the Classroom: Teaching Analytics and Machine Learning with RAPIDS
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Accelerated Data Science
Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations
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Deep Learning - Use Cases & Success Stories
NVIDIA DRIVE Labs: An Inside Look at Autonomous Vehicle Software
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Autonomous Vehicles
Leveraging OptiX 7 for High-Performance Multi-GPU Ray Tracing on Head-Mounted Displays
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Augmented Reality
Virtual Reality
Understanding the Interconnected AI Data Centers of the Future
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Cloud Infrastructure Hardware & Software
See All
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