Publications

Our publications provide insight into some of our leading-edge research.

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2017

RTLCheck: Verifying Memory Consistency in RTL Designs
Yatin A. Manerkar, Daniel Lustig, Margaret Martonosi, Michael Pellauer
IEEE Micro Top Picks in Computer Architecture (Honorable Mention)
Beyond the Socket: NUMA-Aware GPUs
Ugljesa Milic, Oreste Villa, Evgeny Bolotin, Akhil Arunkumar, Eiman Ebrahimi, Aamer Jaleel, Alex Ramirez, David Nellans
Weak Memory Models with Matching Axiomatic and Operational Definitions
Sizhuo Zhang, Muralidaran Vijayaraghavan, Daniel Lustig, Arvind
Multiframe Scene Flow with Piecewise Rigid Motion
Vladislav Golyanik, Kihwan Kim, Robert Maier, Matthias Nießner, Didier Stricker, Jan Kautz
Cascaded Scene Flow Prediction using Semantic Segmentation
Zhile Ren, Deqing Sun, Jan Kautz, Erik B. Sudderth
BATMAN: Maximizing Bandwidth Utilization of Hybrid Memory Systems
Chiachen Chou, Aamer Jaleel, Moinuddin Qureshi
Toward Low-Flying Autonomous MAV Trail Navigation using Deep Neural Networks for Environmental Awareness
Nikolai Smolyanskiy, Alexey Kamenev, Jeffrey Smith, Stan Birchfield
Latency Requirements for Foveated Rendering in Virtual Reality
Rachel Albert, Anjul Patney, David Luebke, Joohwan Kim
Feedforward and Recurrent Neural Networks Backward Propagation and Hessian in Matrix Form
Maxim Naumov
Tactics of Adversarial Attack on Deep Reinforcement Learning Agents
Yen-Chen Lin, Zhang-Wei Hong, Yuan-Hong Liao , Meng-Li Shi, Ming-Yu Liu, Min Sun
Shader Components: Modular and High Performance Shader Development
Yong He, Theresa Foley, Teguh Hofstee, Haomin Long, Kayvon Fatahalian
Varifocal Virtuality: A Novel Optical Layout for Near-Eye Display
Kaan Akşit, Ward Lopes, Jonghyun Kim, Josef Spjut, Peter Shirley, David Luebke
Membrane AR: Varifocal, Wide-Field-of-View Augmented Reality Display from Deformable Membranes
David Dunn, Kaan Akşit, David Luebke
Mixed-primary Factorization for Dual-frame Computational Displays
Fu-Chung Huang, David Pajak, Jonghyun Kim, Jan Kautz, David Luebke
Audio-Driven Facial Animation by Joint End-to-End Learning of Pose and Emotion
Tero Karras, Timo Aila, Samuli Laine, Antti Herva, Jaakko Lehtinen
Stretchable Transducers for Kinesthetic Interactions in Virtual Reality
Robert Shepher, Bryan Peele, Benjamin Mac Murray, Jose Barreiros, Omer Shapira, Josef Spjut, David Luebke
Efficient Incoherent Ray Traversal on GPUs Through Compressed Wide BVHs
Henri Ylitie, Tero Karras, Samuli Laine
Spatiotemporal Variance-Guided Filtering: Real-Time Reconstruction for Path-Traced Global Illumination
Christoph Schied, Anton Kaplanyan, Chris Wyman, Anjul Patney, Chakravarty R. Alla Chaitanya, John Burgess, Shiqiu Liu, Carsten Dachsbacher, Aaron Lefohn, Marco Salvi
Exploiting Budan-Fourier and Vincent’s Theorems for Ray Tracing 3D Bézier Curves
Alexander Reshetov
An Efficient Denoising Algorithm for Global Illumination
Michael Mara, Morgan McGuire, Benedikt Bitterli, Wojciech Jarosz
Interactive Stable Ray Tracing
Alessandro Dal Corso, Marco Salvi, Craig Kolb, Jeppe Revall Frisvad, Aaron Lefohn, David Luebke
Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network
Jinwei Gu, Xiaodong Yang, Shalini De Mello, Jan Kautz
Deep 360 Pilot: Learning a Deep Agent for Piloting through 360 Sports Videos
Hou-Ning Hu, Yen-Chen Lin, Ming-Yu Liu, Hsien-Tzu Cheng, Yung-Ju Chang, Min Sun
Production-Level Facial Performance Capture Using Deep Convolutional Neural Networks
Samuli Laine, Tero Karras, Timo Aila, Antti Herva, Shunsuke Saito, Ronald Yu, Hao Li, Jaakko Lehtinen
Light Fields for Near-eye Displays
Fu-Chung Huang
Polarimetric Multi-view Stereo
Zhaopeng Cui, Jinwei Gu, Boxin Shi, Ping Tan, Jan Kautz
Fusing State Spaces for Markov Chain Monte Carlo Rendering
Hisanari Otsu, Anton Kaplanyan, Johannes Hanika, Carsten Dachsbacher, Toshiya Hachisuka
Interactive Reconstruction of Monte Carlo Image Sequences using a Recurrent Denoising Autoencoder
Chakravarty R. Alla Chaitanya, Anton Kaplanyan, Christoph Schied, Marco Salvi, Aaron Lefohn, Derek Nowrouzezahrai, Timo Aila
Computational Zoom: A Framework for Post-Capture Image Composition
Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen
Reconstructing Intensity Images from Binary Spatial Gradient Cameras
Suren Jayasuriya, Orazio Gallo, Jinwei Gu, Timo Aila, Jan Kautz
Generating stratified random lines in a square
Peter Shirley, Chris Wyman
MCM-GPU: Multi-Chip-Module GPUs for Continued Performance Scalability
Akhil Arunkumar , Evgeny Bolotin, Benjamin Cho, Ugljesa Milic , Eiman Ebrahimi, Oreste Villa, Aamer Jaleel, Carole-Jean Wu , David Nellans