Publications | Research

2015

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

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

Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Kari Pulli

Short-Range FMCW Monopulse Radar for Hand-Gesture Sensing

Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Kari Pulli

Camera Re-calibration after Zooming based on Sets of Conics

Iuri Frosio, Cristina Turrini, Alberto Alzati

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

Maxim Naumov, Patrice Castonguay, Jonathan Cohen

SASSIFI: Evaluating Resilience of GPU Applications

Siva Hari, Timothy Tsai, Mark Stephenson, Steve Keckler, Joel Emer

In-Memory Graph Databases for Web-Scale Data

Vito Giovanni Castellana, Alessandro Morari, Jesse Weaver, Antonino Time, David Haglin, Oreste Villa, John Feo

Page Placement Strategies for GPUs within Heterogeneous Memory Systems

Neha Agarwal, David Nellans, Mark Stephenson, Mike O'Connor, Steve Keckler

Simulating the Visual Experience of Very Bright and Very Dark Scenes

David Jacobs, Orazio Gallo, Emily Cooper, Kari Pulli, Marc Levoy

Adaptive Segmentation based on a Learned Quality Metric

Iuri Frosio, Ed Ratner

Slim near eye display using pinhole aperture arrays

Kaan Akşit, Jan Kautz, David Luebke

High Performing Cache Hierarchies for Server Workloads -- Relaxing Inclusion to Capture the Latency Benefits of Exclusive Caches

Aamer Jaleel, Joseph Nuzman, Adrian Moga, Simon C. Steely Jr., Joel Emer

Priority-Based Cache Allocation in Throughput Processors

Dong Li, Minsoo Rhu, Daniel Johnson, Mike O'Connor, Mattan Erez, Donald Fussell, Steve Keckler

Unlocking Bandwidth for GPUs in CC-NUMA systems

Neha Agarwal, David Nellans, Mike O'Connor, Steve Keckler, Thomas Wenisch

Aggregate G-Buffer Anti-Aliasing

Cyril Crassin, Morgan McGuire, Kayvon Fatahalian, Aaron Lefohn

Frustum-Traced Raster Shadows: Revisiting Irregular Z-Buffers

Chris Wyman, Rama Hoetzlein, Aaron Lefohn

Machine Learning for Adaptive Bilateral Filtering

Iuri Frosio, Karen Egiazarian, Kari Pulli

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

Xi Chen, John Wilson, John Poulton, Rizwan Bashirullah, Tom Gray

2014

Arbitrary Modulus Indexing

Jeffrey R. Diamond, Donald S. Fussell, Steve Keckler

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

Yunsup Lee, Vinod Grover, Ronny Krashinsky, Mark Stephenson, Steve Keckler, Krste Asanovic

FlexISP: A Flexible Camera Image Processing Framework

Felix Heide, Markus Steinberger, Yun-Ta Tsai, Mushfiqur Rouf, Dawid Pająk, Dikpal Reddy, Orazio Gallo, Jing Liu, Wolfgang Heidrich, Karen Egiazarian, Jan Kautz, Kari Pulli