Publications | Research

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High-dynamic-range image computed from a stack of different exposures.

Part of our engagement with the broader community includes disseminating our results in technical conferences, journals, and NVIDIA technical reports.

2020

October

LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation

September

Michelson Holography: Dual-SLM Holography with Camera-in-the-loop Optimization

August

UFO2: A Unified Framework towards Omni-supervised Object Detection

Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification

Self-supervised Single-view 3D Reconstruction via Semantic Consistency

Neural Holography

Genome-wide bioinformatic analyses predict key host and viral factors in SARS-CoV-2 pathogenesis

OCEAN: Online Task Inference for Compositional Tasks with Context Adaptation

Zeroploit: Exploiting Zero Valued Operands in Interactive Gaming Applications

July

Indirect Object-to-Robot Pose Estimation from an External Monocular RGB Camera

Weakly supervised one-stage vision and language disease detection using large scale pneumonia and pneumothorax studies

ParaGraph: Layout Parasitics and Device Parameter Prediction using Graph Neural Networks

GRANNITE: Graph Neural Network Inference for Transferable Power Estimation

Spatiotemporal reservoir resampling for real-time ray tracing with dynamic direct lighting

Semi-Supervised StyleGAN for Disentanglement Learning

Automated Synthetic-to-Real Generalization

Angular Visual Hardness

Post-Render Warp with Late Input Sampling Improves Aiming Under High Latency Conditions

ꟻLIP: A Difference Evaluator for Alternating Images

Understanding SSIM

June

Neural Denoising with Layer Embeddings

PyTorchFI: A Runtime Perturbation Tool for DNNs

DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern VLSI Placement

Bi3D: Stereo Depth Estimation via Binary Classifications

Meshlet Priors for 3D Mesh Reconstruction

Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection

Regularizing Neural Networks via Minimizing Hyperspherical Energy

Novel View Synthesis of Dynamic Scenes with Globally Coherent Depths

Two-shot Spatially-varying BRDF and Shape Estimation

Self-Supervised Viewpoint Learning From Image Collections

Training Generative Adversarial Networks with Limited Data

MVLidarNet: Real-Time Multi-Class Scene Understanding for Autonomous Driving Using Multiple Views

Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs

DexPilot: Vision Based Teleoperation of Dexterous Robotic Hand-Arm System

6-DOF Grasping for Target-driven Object Manipulation in Clutter

May

Neural Temporal Adaptive Sampling and Denoising

AtacWorks: A deep convolutional neural network toolkit for epigenomics

Toward Sim-to-Real Directional Semantic Grasping

April

When Radiology Report Generation Meets Knowledge Graph

March

Genome Variant Calling with a Deep Averaging Network

Camera-to-Robot Pose Estimation from a Single Image

SymGAN: Orientation Estimation without Annotation for Symmetric Objects

NRMVS: Non-Rigid Multi-view Stereo

Prescription AR: a fully-customized prescription-embedded augmented reality display

Neurreg: Neural registration and its application to image segmentation

February

Convolutional Tensor-Train LSTM for Spatio-Temporal Learning

Speculative Reconvergence for Improved SIMT Efficiency

Reference-Noise Compensation Scheme for Single- Ended Package-to-Package Links

Toward Standardized Classification of Foveated Displays

ABCDPlace: Accelerated Batch-based Concurrent Detailed Placement on Multi-threaded CPUs and GPUs

January

Domain Stylization: A Fast Covariance Matching Framework towards Domain Adaptation

Patch scanning displays: spatiotemporal enhancement for displays

A 0.32–128 TOPS, Scalable Multi-Chip-Module-Based Deep Neural Network Inference Accelerator With Ground-Referenced Signaling in 16 nm

FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning

PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network

2019

December

Analyzing and Improving the Image Quality of StyleGAN

Few-Shot Video-to-Video Synthesis

High-Quality Self-Supervised Deep Image Denoising

Improved Precision and Recall Metric for Assessing Generative Models

Joint-task Self-supervised Learning for Temporal Correspondence

Importance Estimation for Neural Network Pruning

November

Joint Optimization for Cooperative Image Captioning

Near-Memory Data Transformation for Efficient Sparse Matrix Multi-Vector Multiplication

Legate NumPy: Accelerated and Distributed Array Computing

Latency of 30 ms Benefits First Person Targeting Tasks More Than Refresh Rate Above 60 Hz

MAGNet: A Modular Accelerator Generator for Neural Networks

Content-Consistent Generation of Realistic Eyes with Style

October

Neural Inverse Rendering of an Indoor Scene from a Single Image

Few-Shot Adaptive Gaze Estimation

PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data (ICCV 2019)

SENSE: A Shared Encoder Network for Scene-flow Estimation

6-DOF GraspNet: Variational Grasp Generation for Object Manipulation

Extreme View Synthesis

Few-Shot Unsupervised Image-to-Image Translation

PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows

Neural Turtle Graphics for Modeling City Road Layouts

Meta-Sim: Learning to Generate Synthetic Datasets

An Alarm System for Segmentation Algorithm Based on Shape Model

Confidence Regularized Self-Training

Simba: Scaling Deep-Learning Inference withMulti-Chip-Module-Based Architecture

4D CNN for semantic segmentation of cardiac volumetric sequences

Cardiac Segmentation of LGE MRI with Noisy Labels

Privacy-preserving Federated Brain Tumour Segmentation

September

NVBit: A Dynamic Binary Instrumentation Framework for NVIDIA GPUs

Reading Speed Decreases for Fast Readers Under Gaze-Contingent Rendering

Learning Propagation for Arbitrarily-Structured Data

Few-Shot Viewpoint Estimation

Video Stitching for Linear Camera Arrays

August

A 0.11 pJ/Op, 0.32-128 TOPS, Scalable Multi-Chip-Module-based Deep Neural Network Accelerator Designed with a High-Productivity VLSI Methodology

July

Foveated AR: Dynamically-Foveated Augmented Reality Display

Matching Prescription & Visual Acuity: Towards AR for Humans

GPU-Accelerated Atari Emulation for Reinforcement Learning

Temporally Dense Ray Tracing

Dynamic Many-Light Sampling for Real-Time Ray Tracing

Deep Hierarchical Multi-label Classification of Chest X-ray Images

June

GPU Snapshot: Checkpoint Offloading for GPU-Dense Systems

ML-based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection

On the Trend of Resilience for GPU-Dense Systems

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

Neural RGB->D Sensing: Depth and Uncertainty from a Video Camera

PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image

A Style-Based Generator Architecture for Generative Adversarial Networks

SIDOD: A Synthetic Image Dataset for 3D Object Pose Recognition with Distractors

Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments

Pixel-Adaptive Convolutional Neural Networks

Semantic Image Synthesis with Spatially-Adaptive Normalization

STEP: Spatio-Temporal Progressive Learning for Video Action Detection

CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification

SCOPS: Self-Supervised Co-Part Segmentation

Joint Discriminative and Generative Learning for Person Re-identification

A 0.11 pJ/Op, 0.32-128 TOPS, Scalable Multi-Chip-Module-based Deep Neural Network Accelerator with Ground-Reference Signaling in 16nm

DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern VLSI Placement

High Performance Graph Convolutional Networks with Applications in Testability Analysis

PRIMAL: Power Inference using Machine Learning

Analog/Mixed-Signal Hardware Error Modeling for Deep Learning Inference

May

A Fine-Grained GALS SoC with Pausible Adaptive Clocking in 16 nm FinFET

Dynamic Diffuse Global Illumination with Ray-Traced Irradiance Fields

Near-Eye Display and Tracking Technologies for Virtual and Augmented Reality

NVGaze: An Anatomically-Informed Dataset for Low-Latency, Near-Eye Gaze Estimation

April

Voltage-Follower Coupling Quadrature Oscillator with Embedded Phase-Interpolator in 16nm FinFET

Learning Linear Transformations for Fast Image and Video Style Transfer

Context-aware Captions from Context-agnostic Supervision

March

DeLTA: GPU Performance Model for Deep Learning Applications with In-depth Memory System Traffic Analysis

Routability-Driven Macro Placement with Embedded CNN-Based Prediction Model

Manufacturing Application-Driven Foveated Near-Eye Displays

Ray Tracing Gems

Improving Temporal Antialiasing with Adaptive Ray Tracing

Cool Patches: A Geometric Approach to Ray/Bilinear Patch Intersections

Informative Object Annotations: Tell Me Something I Don't Know

Domain-Aware Generalized Zero-Shot Learning

Precision Improvements for Ray/Sphere Intersection

Texture Level of Detail Strategies for Real-Time Ray Tracing

Simple Environment Map Filtering Using Ray Cones and Ray Differentials

A Fast and Robust Method for Avoiding Self-Intersection

February

Efficient Generation of Points that Satisfy Two-Dimensional Elementary Intervals

Throughput-oriented GPU memory allocation

Massively Parallel Path Space Filtering

Metaoptimization on a Distributed System for Deep Reinforcement Learning

Unsupervised Stylish Image Description Generation via Domain Layer Norm

January

Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation

A 1.17-pJ/b, 25-Gb/s/pin Ground-Referenced Single-Ended Serial Link for Off- and On-Package Communication Using a Process- and Temperature-Adaptive Voltage Regulator

A Fusion Approach for Multi-Frame Optical Flow Estimation

Massively Parallel Construction of Radix Tree Forests for the Efficient Sampling of Discrete Probability Distributions

2018

December

Fluidic Elastomer Actuators for Haptic Interactions in Virtual Reality

Localization-Aware Active Learning for Object Detection

Video-to-Video Synthesis

Context-aware Synthesis and Placement of Object Instances

Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction

Learning towards Minimum Hyperspherical Energy

November

Light-Weight Protocols for Wire-Speed Ordering

Optimizing Software-Directed Instruction Replication for GPU Error Detection

Evaluating and Accelerating High-Fidelity Error Injection for HPC

Exploiting Idle Resources in a High-Radix Switch for Supplemental Storage

Fast, High Precision Ray/Fiber Intersection using Tight, Disjoint Bounding Volumes

Massively Parallel Stackless Ray Tracing of Catmull-Clark Subdivision Surfaces

RouteNet: routability prediction for mixed-size designs using convolutional neural network

Kayotee: A Fault Injection-based System to Assess the Safety and Reliability of Autonomous Vehicles to Faults and Errors

October

SwapCodes: Error Codes for Hardware-Software Cooperative GPU Pipeline Error Detection

Structured Domain Randomization: Bridging the Reality Gap by Context-Aware Synthetic Data

Exposing Memory Access Patterns to Improve Instruction and Memory Efficiency in GPUs

September

Deep Object Pose Estimation for Semantic Robotic Grasping of Household Objects

Statistical Nearest Neighbors for Image Denoising

Software-Directed Techniques for Improved GPU Register File Utilization

A Ray-Box Intersection Algorithm and Efficient Dynamic Voxel Rendering

Hand Pose Estimation via Latent 2.5 D Heatmap Regression

CRUM: Checkpoint-Restart Support for CUDA's Unified Memory

Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset

Separating Reflection and Transmission Images in the Wild

FocusAR: Auto-focus Augmented Reality Eyeglasses for both Real World and Virtual Imagery

Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation

HGMR: Hierarchical Gaussian Mixtures for Adaptive 3D Registration

Switchable Temporal Propagation Network

Image Inpainting for Irregular Holes Using Partial Convolutions

Simultaneous Edge Alignment and Learning

Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training

Multimodal Unsupervised Image-to-Image Translation

A Closed-form Solution to Photorealistic Image Stylization

EOE: Expected Overlap Estimation over Unstructured Point Cloud Data

Superpixel Sampling Networks

3D MRI Brain Tumor Segmentation Using Autoencoder Regularization

August

Machine Learning and Rendering

Towards Virtual Reality Infinite Walking: Dynamic Saccadic Redirection

Steerable application-adaptive near eye displays

Adaptive Temporal Antialiasing

Correlation-Aware Semi-Analytic Visibility for Antialiased Rendering

Phantom Ray-Hair Intersector

July

Noise2Noise: Learning Image Restoration without Clean Data

Approximate svBRDF Estimation From Mobile Phone Video

June

Modeling Soft Error Propagation in Programs

Hamartia: A Fast and Accurate Error Injection Framework

A Modular Digital VLSI Flow for High-Productivity SoC Design

Light-weight Head Pose Invariant Gaze Tracking

MoCoGAN: Decomposing Motion and Content for Video Generation

Learning Superpixels with Segmentation-Aware Affinity Losse

What Your DRAM Power Models Aren’t Telling You: Lessons from a Detailed Experimental Study

Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation

Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals

Improving Landmark Localization with Semi-Supervised Learning

High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume

Geometry-Aware Learning of Maps for Camera Localization

SPLATNet: Sparse Lattice Networks for Point Cloud Processing

Falling Things: A Synthetic Dataset for 3D Object Detection and Pose Estimation

Making Convolutional Networks Recurrent for Visual Sequence Learning

Hardware-Enabled Artificial Intelligence

Deep Semantic Face Deblurring

Learning Strict Identity Mappings in Deep Residual Networks

Decoupled Networks

PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes

May

Synthetically Trained Neural Networks for Learning Human-Readable Plans from Real-World Demonstrations

Combining Analytic Direct Illumination and Stochastic Shadows

Probabilistic AND-OR Attribute Grouping for Zero-Shot Learning

Reblur2Deblur: Deblurring Videos via Self-Supervised Learning

April

Progressive Growing of GANs for Improved Quality, Stability, and Variation

A Variable Shape and Variable Stiffness Controller for Haptic Virtual Interactions

Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization

IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification

On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach

Ground-Referenced Signaling for Intra-Chip and Short-Reach Chip-to-Chip Interconnects

A Switching Linear Regulator Based on a Fast-Self-Clocked Comparator with Very Low Probability of Meta-stability and a Parallel Analog Ripple Control Module

March

Synchronous Multi-GPU Deep Learning with Low-Precision Communication: An Experimental Study

Riemannian Motion Policies

February

Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks

Reducing Data Transfer Energy by Exploiting Similarity within a Data Transaction

A 1.17pJ/b 25Gb/s/pin Ground-Referenced Single Ended Serial Link for Off- and On-Package Communication in 16nm CMOS Using a Process- and Temperature-Adaptive Voltage Regulator

Learning Binary Residual Representations for Domain-specific Video Streaming

January

Learning Adaptive Parameter Tuning for Image Processing

2017

December

Parallel Complexity of Forward and Backward Propagation

Machine Learning and Integral Equations

AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks

On Nearest Neighbors in Non Local Means Denoising

Sim-to-Real Transfer of Accurate Grasping with Eye-In-Hand Observations and Continuous Control

Unsupervised Image-to-Image Translation Networks

Learning Affinity via Spatial Propagation Networks

November

Near-Eye Varifocal Augmented Reality Display using See-Through Screens

Perceptually-Guided Foveation for Light Field Displays

Near-eye Light Field Holographic Rendering with Spherical Waves for Wide Field of View Interactive 3D Computer Graphics

Toward Standardized Near-Data Processing with Unrestricted Data Placement for GPUs

Understanding Error Propagation in Deep Learning Neural Network (DNN) Accelerators and Applications

Low Communication FMM-Accelerated FFT on GPUs

Parallel Jaccard and Related Graph Clustering Techniques

October

Learning to Super-Resolve Blurry Face and Text Images

A Lightweight Approach for On-the-Fly Reflectance Estimation

Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting

Semantic Video CNNs through Representation Warping

Fine-Grained DRAM: Energy-Efficient DRAM for Extreme Bandwidth Systems

Group online adaptive learning

Beyond the Socket: NUMA-Aware GPUs

Multiframe Scene Flow with Piecewise Rigid Motion

Cascaded Scene Flow Prediction using Semantic Segmentation

September

Toward Low-Flying Autonomous MAV Trail Navigation using Deep Neural Networks for Environmental Awareness

Latency Requirements for Foveated Rendering in Virtual Reality

Feedforward and Recurrent Neural Networks Backward Propagation and Hessian in Matrix Form

August

Tactics of Adversarial Attack on Deep Reinforcement Learning Agents

July

Varifocal Virtuality: A Novel Optical Layout for Near-Eye Display

Membrane AR: Varifocal, Wide-Field-of-View Augmented Reality Display from Deformable Membranes

Mixed-primary Factorization for Dual-frame Computational Displays

Stretchable Transducers for Kinesthetic Interactions in Virtual Reality

Audio-Driven Facial Animation by Joint End-to-End Learning of Pose and Emotion

Efficient Incoherent Ray Traversal on GPUs Through Compressed Wide BVHs

Spatiotemporal Variance-Guided Filtering: Real-Time Reconstruction for Path-Traced Global Illumination

Exploiting Budan-Fourier and Vincent’s Theorems for Ray Tracing 3D Bézier Curves

An Efficient Denoising Algorithm for Global Illumination

Interactive Stable Ray Tracing

Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Networks

Deep 360 Pilot: Learning a Deep Agent for Piloting through 360 Sports Videos

Production-Level Facial Performance Capture Using Deep Convolutional Neural Networks

Light Fields for Near-eye Displays

Polarimetric Multi-view Stereo

Fusing State Spaces for Markov Chain Monte Carlo Rendering

Interactive Reconstruction of Monte Carlo Image Sequences using a Recurrent Denoising Autoencoder

Computational Zoom: A Framework for Post-Capture Image Composition

Reconstructing Intensity Images from Binary Spatial Gradient Cameras

June

Generating stratified random lines in a square

MCM-GPU: Multi-Chip-Module GPUs for Continued Performance Scalability

SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks

Parallel Modularity Clustering

Understanding Reduced-Voltage Operation in Modern DRAM Devices: Experimental Characterization, Analysis, and Mechanisms

Design-Induced Latency Variation in Modern DRAM Chips: Characterization, Analysis, and Latency Reduction Mechanisms

Relaxations for High-Performance Message Passing on Massively Parallel SIMT Processors

May

The Iray Light Transport Simulation and Rendering System

April

SASSIFI: An Architecture-level Fault Injection Tool for GPU Application Resilience Evaluation

Pruning Convolutional Neural Networks for Resource Efficient Inference

Consistent Video Filtering for Camera Arrays

Learning From Noisy Large-Scale Datasets With Minimal Supervision

Automated Synthesis of Comprehensive Memory Model Litmus Test Suites

TriCheck: Memory Model Verification at the Trisection of Software, Hardware, and ISA

Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU

March

Wide Field Of View Varifocal Near-Eye Display Using See-Through Deformable Membrane Mirrors

Phenomenological Transparency

Parallel Depth-First Search for Directed Acyclic Graphs

Loss Functions for Image Restoration with Neural Networks

February

Architecting an Energy-Efficient DRAM System for GPUs

Real-Time Global Illumination using Precomputed Light Field Probes

Hashed Alpha Testing

January

Learning Light Transport the Reinforced Way

2016

December

Tensor Contractions with Extended BLAS Kernels on CPU and GPU

Towards Foveated Rendering for Gaze-Tracked Virtual Reality

October

Approxilyzer: Towards A Systematic Framework for Instruction-Level Approximate Computing and its Application to Hardware Resiliency

Temporal Ensembling for Semi-Supervised Learning

CLARA: Circular Linked-List Auto- and Self-Refresh Architecture

Multilayer and Multimodal Fusion of Deep Neural Networks for Video Classification

Path space filtering

September

Automatically Exploiting Implicit Pipeline Parallelism from Multiple Dependent Kernels for GPUs

July

Aggregate G-Buffer Anti-Aliasing in Unreal Engine 4

GI next: global illumination for production rendering on GPUs

Estimating Local Beckmann Roughness for Complex BSDFs

Perceptually-Based Foveated Virtual Reality

Reflectance Modeling by Neural Texture Synthesis

June

Efficient stackless hierarchy traversal on GPUs with backtracking in constant time

Exploring and Expanding the Continuum of OIT Algorithms

Transparent Offloading and Mapping (TOM): Enabling Programmer-Transparent Near-Data Processing in GPU Systems

Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks

Accelerated Generative Models for 3D Point Cloud Data

All-Inclusive ECC: Thorough End-to-End Protection for Reliable Computer Memory

Filtering Distributions of Normals for Shading Antialiasing

Towards Selecting Robust Hand Gestures for Automotive Interfaces

A Real-time Energy-Efficient Superpixel Hardware Accelerator for Mobile Computer Vision Applications

Deep G-Buffers for Stable Global Illumination Approximation

Infinite Resolution Textures

May

Modeling and Analysis of Power Supply Noise Tolerance with Fine-grained GALS Adaptive Clocks

Hybrid Modulation for Near Zero Display Latency

April

S-Step and Communication-Avoiding Iterative Methods

Stack-Based Algorithms for HDR Capture and Reconstruction

March

Current parking regulator for zero droop/overshoot load transient response

A Case for Toggle-Aware Compression for GPU Systems

Parallel Spectral Graph Partitioning

An Analytical Model for Hardened Latch Selection and Exploration

Single-pass Parallel Prefix Scan with Decoupled Look-back

February

Real-time Rendering of Procedural Multiscale Materials

A 6.5-to-23.3fJ/b/mm Balanced Charge-Recycling Bus in 16nm FinFET CMOS at 1.7-to-2.6Gb/s/wire with Clock Forwarding and Low-Crosstalk Contraflow Wiring

A 28nm 2Mbit 6T SRAM with Highly Configurable Write Assist Implementation and Capacitor Based Sense Amplifier Input Offset Compen

A Phenomenological Scattering Model for Order-Independent Transparency

2015

December

Robust Model-based 3D Head Pose Estimation

November

Network Endpoint Congestion Control for Fine-Grained Communication

Exploiting Asymmetry in Booth-Encoded Multipliers for Reduced Energy Multiplication

October

Anatomy of GPU Memory System for Multi-Application Execution

MLMD: Maximum Likelihood Mixture Decoupling for Fast and Accurate Point Cloud Registration

AmgX: A Library for GPU Accelerated Algebraic Multigrid and Preconditioned Iterative Methods

August

MemcachedGPU: Scaling-up Scale-out Key-value Stores

Designing Efficient Heterogeneous Memory Architectures

Decoupled Coverage Anti-Aliasing

An Adaptive Acceleration Structure for Screen-space Ray Tracing

Accumulative Anti-Aliasing

The SGGX microflake distribution

July

The Light Field Stereoscope

Stackless ray tracing of patches from feature-adaptive subdivision on GPUs

Compressing Neural Networks with the Hashing Trick

Improved Half Vector Space Light Transport

June

A Variable Warp Size Architecture

Flexible Software Profiling of GPU Architectures

Hand Gesture Recognition with 3D Convolutional Neural Networks

Filtering Environment Illumination for Interactive Physically-Based Rendering in Mixed Reality

Apex Point Map for Constant-Time Bounding Plane Approximation

Retrieving Gray-Level Information from a Binary Sensor and its Application to Gesture Detection

Locally Non-rigid Registration for Mobile HDR Photography

May

Toggle-aware Compression for GPUs

Multi-sensor System for Driver’s Hand-Gesture Recognition

Short-Range FMCW Monopulse Radar for Hand-Gesture Sensing

Camera Re-calibration after Zooming based on Sets of Conics

Parallel Graph Coloring with Applications to the Incomplete-LU Factorization on the GPU

A Pausible Bisynchronous FIFO for GALS Systems

March

Page Placement Strategies for GPUs within Heterogeneous Memory Systems

Adaptive Segmentation based on a Learned Quality Metric

Slim near eye display using pinhole aperture arrays

Simulating the Visual Experience of Very Bright and Very Dark Scenes

February

Priority-Based Cache Allocation in Throughput Processors

Unlocking Bandwidth for GPUs in CC-NUMA systems

Aggregate G-Buffer Anti-Aliasing

Frustum-Traced Raster Shadows: Revisiting Irregular Z-Buffers

Machine Learning for Adaptive Bilateral Filtering

January

High-speed Low-power On-chip Global Signaling Design Overview

2014

December

Exploring the Design Space of SPMD Divergence Management on Data-Parallel Architectures

FlexISP: A Flexible Camera Image Processing Framework

DT-SLAM: Deferred Triangulation for Robust SLAM

cuDNN: Efficient Primitives for Deep Learning

November

Scaling the Power Wall: A Path to Exascale

September

A Non-Linear Filter for Gyroscope-Based Video Stabilization

August

Cascaded Displays: Spatiotemporal Superresolution using Offset Pixel Layers

July

Path space similarity determined by Fourier histogram descriptors

June

Addressing System-Level Optimization with OpenVX Graphs

Dynamic Image Stacks

Fast ANN for High-Quality Collaborative Filtering

Fast Global Illumination Approximations on Deep G-Buffers

April

Perceptual Depth Compression for Stereo Applications

March

A Reverse Write Assist Circuit for SRAM Dynamic Write VMIN Tracking using Canary SRAMs

A unistable polyhedron with 14 faces

Application-aware Memory System for Fair and Efficient Execution of Concurrent GPGPU Applications

February

A Decomposition for In-place Array Transposition

Occluder Simplification using Planar Sections

2013

December

A 0.54 pJ/b 20 Gb/s Ground-Referenced Single-Ended Short-Reach Serial Link in 28 nm CMOS for Advanced Packaging Applications

Lighting Deep G-Buffers: Single-Pass, Layered Depth Images with Minimum Separation Applied to Indirect Illumination

November

Deterministic Consistent Density Estimation for Light Transport Simulation

Near-Eye Light Field Displays

A Fast and Stable Feature-Aware Motion Blur Filter

WYSIWYG Computational Photography via Viewfinder Editing

October

An Energy Efficient Time-sharing Pyramid Pipeline for Multi-resolution Computer Vision

September

On Quality Metrics of Bounding Volume Hierarchies

August

2D Polyhedral Bounds of a Clipped, Perspective-Projected 3D Sphere

July

Fast Parallel Construction of High-Quality Bounding Volume Hierarchies

CloudLight: A system for amortizing indirect lighting in real-time rendering

NOVA: A Functional Language for Data Parallelism

Megakernels Considered Harmful: Wavefront Path Tracing on GPUs

Practical SVBRDF Capture in the Frequency Domain

Gradient-Domain Metropolis Light Transport

Simple Analytic Approximations to the CIE XYZ Color Matching Functions

Imperfect Voxelized Shadow Volumes

PixelPie: Maximal Poisson-disk Sampling with Rasterization

June

HDR Deghosting: How to Deal with Saturation?

A Topological Approach to Voxelization

May

GPU Ray Tracing

March

Toward Practical Real-Time Photon Mapping: Efficient GPU Density Estimation

February

A 0.54pJ/b 20Gb/s Ground-Referenced Single-Ended Short-Haul Serial Link in 28nm CMOS for Advanced Packaging Applications

January

A Parallel Auxiliary Grid Algebraic Multigrid Method for Graphic Processing Units

2012

December

Unifying Primary Cache, Scratch, and Register File Memories in a Throughput Processor

Preconditioned Block-Iterative Methods on GPUs

October

Exposure Stacks for Live Scenes with Hand-held Cameras

August

Reconstructing the Indirect Light Field for Global Illumination

July

Octree-Based Sparse Voxelization Using The GPU Hardware Rasterizer

June

Maximizing Parallelism in the Construction of BVHs, Octrees, and k-d Trees

Detecting Regions of Interest in Dynamic Scenes with Camera Motions

Relational Algorithms for Multi-Bulk-Synchronous Processors

Understanding the Efficiency of Ray Traversal on GPUs - Kepler and Fermi Addendum

Scalable Ambient Obscurance

Robust Stereo with Flash and No-flash Image Pairs

Realtime Computer Vision with OpenCV

May

Metering for Exposure Stacks

Efficient Parallel Merge Sort for Fixed and Variable Length Keys

Policy-based Tuning for Performance Portability and Library Co-optimization

Incomplete-LU and Cholesky Factorization in the Preconditioned Iterative Methods on the GPU

April

A Path Space Extension for Robust Light Transport Simulation

A Hierarchical Thread Scheduler and Register File for Energy-Efficient Throughput Processors

February

Scalable GPU Graph Traversal

January

FCam for Multiple Cameras

2011

December

Allocation-oriented Algorithm Design with Application to GPU Computing, Ph.D. Dissertation

A Compile-Time Managed Multi-Level Register File Hierarchy

November

CudaDMA: Optimizing GPU Memory Bandwidth via Warp Specialization

Improved Dual-Space Bounds for Simultaneous Motion and Defocus Blur

Gaussian Process Regression Flow for Analysis of Motion Trajectories

Dynamic Hand Gesture Recognition

What Characterizes a Shadow Boundary under Sun and Sky?

October

Thrust: A Productivity-Oriented Library for CUDA

September

Processing Device Arrays with C++ Metaprogramming

A Hybrid Method for Solving Tridiagonal Systems on the GPU

Efficient Triangle Coverage Tests for Stochastic Rasterization

GPUs and the Future of Parallel Computing

Interactive Indirect Illumination Using Voxel Cone Tracing

August

Stochastic Transparency

Temporal Light Field Reconstruction for Rendering Distribution Effects

Clipless Dual-Space Bounds for Faster Stochastic Rasterization

The Alchemy Screen-space Ambient Obscurance Algorithm

VoxelPipe: A Programmable Pipeline for 3D Voxelization

Simpler and Faster HLBVH with Work Queues

High-Performance Software Rasterization on GPUs

High Performance and Scalable GPU Graph Traversal

June

Parallel Solution of Sparse Triangular Linear Systems in the Preconditioned Iterative Methods on the GPU

Exposing Fine-Grained Parallelism in Algebraic Multigrid Methods

The Workflow Scale: Why 5x Faster Might Not Be Enough

Stratified Sampling for Stochastic Transparency

Energy-efficient Mechanisms for Managing Thread Context in Throughput Processors

May

Decoupled Sampling for Graphics Pipelines

February

Copperhead: Compiling an Embedded Data Parallel Language

A Local Image Reconstruction Algorithm for Stochastic Rendering

Colored Stochastic Shadow Maps

Subpixel Reconstruction Antialiasing

2010

December

Point Set Registration: Coherent Point Drift

Scalable Fluid Simulation using Anisotropic Turbulence Particles

Sparse Matrix-Vector Multiplication on Multicore and Accelerators

August

OptiX: A General Purpose Ray Tracing Engine

July

PantaRay: Fast Ray-traced Occlusion Caching of Massive Scenes

June

Ambient Occlusion Volumes

Real-Time Stochastic Rasterization on Conventional GPU Architectures

HLBVH: Hierarchical LBVH Construction for Real-Time Ray Tracing

Architecture Considerations for Tracing Incoherent Rays

Two Methods for Fast Ray-Cast Ambient Occlusion

Restart Trail for Stackless BVH Traversal

May

The Even/Odd Synchronizer: A Fast, All-Digital Periodic Synchronizer

Hardware-Accelerated Colored Stochastic Shadow Maps

April

Optical Image Processing Using Light Modulation Displays

February

Efficient Sparse Voxel Octrees

Efficient Sparse Voxel Octrees - Analysis, Extensions, and Implementation

Interactive Fluid-Particle Simulation using Translating Eulerian Grids

January

Fast Tridiagonal Solvers on the GPU

Programming Massively Parallel Processors: A Hands-on Approach

2009

November

Implementing Sparse Matrix-Vector Multiplication on Throughput-Oriented Processors

Increasing Memory Miss Tolerance for SIMD Cores

September

Solving Computational Problems with GPU Computing

August

Understanding the Efficiency of Ray Traversal on GPUs

Hardware-Accelerated Global Illumination by Image Space Photon Mapping

Image Space Gathering

May

Designing Efficient Sorting Algorithms for Manycore GPUs

A Fast Double Precision CFD Code Using CUDA

March

Fast BVH Construction on GPUs

2008

December

Efficient Parallel Scan Algorithms for GPUs

Efficient Sparse Matrix-Vector Multiplication on CUDA

November

On the Visualization of Social and Other Scale-Free Networks

Lossless and Near Lossless Compression of Real Color Filter Array data

September

Rapid Multipole Graph Drawing on the GPU

August

Parallel Computing Experiences with CUDA

A Meshless Hierarchical Representation for Light Transport

July

Low Viscosity Flow Simulations for Animation

June

Real-time Editing and Relighting of Homogeneous Translucent Materials

May

April

Free-form Motion Processing

NVIDIA Tesla: A Unified Graphics and Computing Architecture

March

Scalable Parallel Programming with CUDA

2007

December

A 14-mW 6.25-Gb/s Transceiver in 90-nm CMOS

August

A Hardware Architecture for Surface Splatting

Simulation of Bubbles in Foam with the Volume Control Method

A Hardware Redundancy and Recovery Mechanism for Reliable Scientific Computation on Graphics Processors

Advanced Techniques for Realistic Real-Time Skin Rendering

June

Iterative Methods for Improving Mesh Parameterizations

Efficient Rendering of Human Skin

Incremental Instant Radiosity for Real-Time Indirect Illumination

May

The NVIDIA GeForce 8800 GPU

February

2006

September

The Visual Vulnerability Spectrum: Characterizing Architectural Vulnerability for Graphics Hardware

2005

August

A Survey of General-Purpose Computation on Graphics Hardware

July

GPU-Accelerated High Quality Hidden Surface Removal

March

High-Quality Antialiased Rasterization

2003

July

Twister: A Space-warp Operator for the Two-handed Editing of 3D Shapes

2001

August

A User-Programmable Vertex Engine.

2000

August

Shadows for Cel Animation

1995

September

Motion Signal Processing

1994

September

Animating Images with Line Drawings