Publications | Research

2017

Learning to Super-Resolve Blurry Face and Text Images

Xiangyu Xu, Deqing Sun, Jinshan Pan, Yujin Zhang, Hanspeter Pfister, Ming-Hsuan Yang

A Lightweight Approach for On-the-Fly Reflectance Estimation

Kihwan Kim, Jinwei Gu, Stephen Tyree, Pavlo Molchanov, Matthias Nießner, Jan Kautz

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

Robert Maier, Kihwan Kim, Daniel Cremers, Jan Kautz, Matthias Nießner

Semantic Video CNNs through Representation Warping

Raghudeep Gadde, Varun Jampani, Peter V. Gehler

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

Mike O'Connor, Niladrish Chatterjee, Donghyuk Lee, John Wilson, Aditya Agrawal, Steve Keckler, William Dally

Xylem: Enhancing Vertical Thermal Conduction in 3D Processor-Memory Stacks

Aditya Agrawal, Josep Torrellas, Sachin Idgunji

Ambit: In-Memory Accelerator for Bulk Bitwise Operations Using Commodity DRAM Technology

Vivek Seshadri, Donghyuk Lee, Thomas Mullins, Hasan Hassan, Amirali Boroumand, Jeremie Kim, Michael A. Kozuch, Onur Mutlu, Phillip B. Gibbons, Todd C. Mowry

Detecting and Mitigating Data-Dependent DRAM Failures by Exploiting Current Memory Content

Samira Khan, Chris Wilkerson, Zhe Wang, Alaa R. Alameldeen, Donghyuk Lee, Onur Mutlu

Group online adaptive learning

Alon Zweig, Gal Chechik

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

IROS

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