Publications | Research

2015

Learning Sparse Metrics, One Feature at a Time

Yuval Atzmon, Uri Shalit, Gal Chechik

Robust Model-based 3D Head Pose Estimation

Gregory P Meyer, Shalini Gupta, Iuri Frosio, Dikpal Reddy, Jan Kautz

Network Endpoint Congestion Control for Fine-Grained Communication

Ted Jiang, Larry Dennison, William Dally

Exploiting Asymmetry in Booth-Encoded Multipliers for Reduced Energy Multiplication

Mike O'Connor, Earl Swartzlander, Jr.

A System for Rapid, Automatic Shader Level-of-Detail

Yong He, Theresa Foley, Natalya Tatarchuk, Kayvon Fatahalian

CloudLight: A System for Amortizing Indirect Lighting in Real-Time Rendering

Cyril Crassin, David Luebke, Michael Mara, Morgan McGuire, Brent Oster, Peter Shirley, Peter-Pike Sloan, Chris Wyman

Anatomy of GPU Memory System for Multi-Application Execution

Adwait Jog, Onur Kayiran, Tuba Kesten, Ashutosh Pattnaik, Evgeny Bolotin, Niladrish Chatterjee, Steve Keckler, Mahmut T. Kandemir, Chita R. Das

GPU Computing Pipeline Inefficiencies and Optimization Opportunities in Heterogeneous CPU-GPU Processors

Joel Hestness, Steve Keckler, David A. Wood

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

Ben Eckart, Kihwan Kim, Alejandro Troccoli, Alonzo Kelly, Jan Kautz

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

Maxim Naumov, Marat Arsaev, Patrice Castonguay, Jonathan Cohen, Julien Demouth, Joe Eaton, Simon Layton, Nikolay Markovskiy, Istvan Reguly, Nikolai Sakharnykh, Vijay Sellappan, Robert Strzodka

Scavenger: Automating the Construction of Application-Optimized Memory Hierarchies

Hsin-Jung Yang, Kermin Fleming, Michael Adler, Felix Winterstein, Joel Emer

Efficient Control and Communication Paradigms for Coarse-Grained Spatial Architectures

Michael Pellauer, Angshuman Parashar, Michael Adler, Bushra Ahsan, Randy Almon, Neal Crago, Kermin Fleming, Mohit Gambhir, Aamer Jaleel, Tushar Krishna, Daniel Lustig, Stephen Maresh, Vladimir Pavlov, Rachid Rayess, Antonia Zhai, Joel Emer

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

Tayler Hetherington, Mike O'Connor, Tor Aamodt

Designing Efficient Heterogeneous Memory Architectures

Evgeny Bolotin, David Nellans, Oreste Villa, Mike O'Connor, Alex Ramirez, Steve Keckler, Mike O'Connor

The SGGX microflake distribution

Eric Heitz, Jonathan Dupuy, Cyril Crassin, Carsten Dachsbacher

Accumulative Anti-Aliasing

Eric Enderton, Eric Lum, Christian Rouet, Oleg Kuznetsov

Decoupled Coverage Anti-Aliasing

Yuxiang Wang, Chris Wyman, Yong He, Pradeep Sen

An Adaptive Acceleration Structure for Screen-space Ray Tracing

Jan Kautz, Sven Widmer, Dawid Pajak, Andre Schulz, Kari Pulli, Michael Goesele, David Luebke

The Light Field Stereoscope

Fu-Chung Huang, David Luebke, Gordon Wetzstein

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

Nikolaus Binder, Alex Keller

Compressing Neural Networks with the Hashing Trick

Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen

Improved Half Vector Space Light Transport

Johannes Hanika, Anton Kaplanyan, Carsten Dachsbacher

A Variable Warp Size Architecture

Timothy Rogers, Daniel Johnson, Mike O'Connor, Steve Keckler

Flexible Software Profiling of GPU Architectures

Mark Stephenson, Siva Hari, Yunsup Lee, Eiman Ebrahimi, Daniel Johnson, David Nellans, Mike O'Connor, Steve Keckler

Locality-Driven Dynamic GPU Cache Bypassing

Chao Li, Shuaiwen Leon Song, Hongwen Dai, Siva Hari, Albert Sidelnik, Huiyang Zhou

Apex Point Map for Constant-Time Bounding Plane Approximation

Samuli Laine, Tero Karras

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

Orazio Gallo, Iuri Frosio, Leonardo Gasparini, Kari Pulli, Massimo Gottardi

Locally Non-rigid Registration for Mobile HDR Photography

Orazio Gallo, Alejandro Troccoli, Jun Hu, Kari Pulli, Jan Kautz

Hand Gesture Recognition with 3D Convolutional Neural Networks

Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Jan Kautz

Winner (1st place) Hand Gesture Recognition Challenge

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

Soham Uday Mehta, Kihwan Kim, Dawid Pajak, Kari Pulli, Jan Kautz, Ravi Ramamoorthi

Toggle-aware Compression for GPUs

Gennady Pekhimenko, Evgeny Bolotin, Mike O'Connor, Onur Mutlu, Todd C. Mowry, Steve Keckler

A Pausible Bisynchronous FIFO for GALS Systems

Ben Keller, Matt Fojtik, Brucek Khailany