Publications | Research

15 results found
Algorithms and Numerical Methods

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2019

Instant Quantization of neural networks using Monte Carlo Methods

Gonçalo Mordido, Matthijs Van keirsbilck, Alex Keller

NeurIPS

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

Yibo Lin, Shounak Dhar, Wuxi Li, Mark Haoxing Ren, Brucek Khailany, David Z. Pan

DAC 2019 Best Paper Award

Dynamic Diffuse Global Illumination with Ray-Traced Irradiance Fields

Zander Majercik, Jean-Philippe Guertin, Derek Nowrouzezahrai, Morgan McGuire

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

Alexander Reshetov

Rethinking full connectivity in recurrent neural networks

Matthijs Van keirsbilck, Alex Keller, Xiaodong Yang

A Fast and Robust Method for Avoiding Self-Intersection

Carsten Wächter, Nikolaus Binder

Massively Parallel Path Space Filtering

Nikolaus Binder, Sascha Fricke, Alex Keller

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

Nikolaus Binder, Alex Keller

2016

GI next: global illumination for production rendering on GPUs

Enzo Catalano, Rajko Yasui-Schöffel , Ken Dahm, Nikolaus Binder, Alex Keller

Exploring and Expanding the Continuum of OIT Algorithms

Efficient stackless hierarchy traversal on GPUs with backtracking in constant time

Nikolaus Binder, Alex Keller

Hybrid Modulation for Near Zero Display Latency

Trey Greer, Josef Spjut, David Luebke, Turner Whitted

S-Step and Communication-Avoiding Iterative Methods

Maxim Naumov

Parallel Spectral Graph Partitioning

Maxim Naumov, Timothy Moon

Single-pass Parallel Prefix Scan with Decoupled Look-back

Duane Merrill, Michael Garland