Title
Masked Gradient-Based Causal Structure Learning Ignavier Ng Shengyu Zhu Zhuangyan Fang Haoyang Li Zhitang Chen Jun Wang CML 154 117 0 18 Oct 2019
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 175 196 0 18 Oct 2019
Root Mean Square Layer Normalization Biao Zhang Rico Sennrich 125 767 0 16 Oct 2019
Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case Paul Almasan J. Suárez-Varela Krzysztof Rusek Pere Barlet-Ros A. Cabellos-Aparicio GNN AI4CE 123 191 0 16 Oct 2019
AI Benchmark: All About Deep Learning on Smartphones in 2019 Andrey D. Ignatov Radu Timofte Andrei Kulik Seungsoo Yang Ke Wang Felix Baum Max Wu Lirong Xu Luc Van Gool ELM 53 222 0 15 Oct 2019
TCD-NPE: A Re-configurable and Efficient Neural Processing Engine, Powered by Novel Temporal-Carry-deferring MACs Ali Mirzaeian Houman Homayoun Avesta Sasan BDL 36 10 0 14 Oct 2019
BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization Maximilian Balandat Brian Karrer Daniel R. Jiang Sam Daulton Benjamin Letham A. Wilson E. Bakshy 75 93 0 14 Oct 2019
Characterizing Deep Learning Training Workloads on Alibaba-PAI Mengdi Wang Chen Meng Guoping Long Chuan Wu Jun Yang Wei Lin Yangqing Jia 73 56 0 14 Oct 2019
DeepACEv2: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks Li Xiao Chunlong Luo Tianqi Yu Yufan Luo Manqing Wang Fuhai Yu Yinhao Li Chan Tian Jie Qiao 47 5 0 12 Oct 2019
Demon: Improved Neural Network Training with Momentum Decay John Chen Cameron R. Wolfe Zhaoqi Li Anastasios Kyrillidis ODL 106 15 0 11 Oct 2019
Blink: Fast and Generic Collectives for Distributed ML Guanhua Wang Shivaram Venkataraman Amar Phanishayee J. Thelin Nikhil R. Devanur Ion Stoica VLM 65 142 0 11 Oct 2019
Solving Optical Tomography with Deep Learning Yuwei Fan Lexing Ying 59 17 0 10 Oct 2019
Backpropagation Algorithms and Reservoir Computing in Recurrent Neural Networks for the Forecasting of Complex Spatiotemporal Dynamics Pantelis R. Vlachas Jaideep Pathak Brian R. Hunt T. Sapsis M. Girvan Edward Ott Petros Koumoutsakos AI4TS 94 400 0 09 Oct 2019
QPyTorch: A Low-Precision Arithmetic Simulation Framework Tianyi Zhang Zhiqiu Lin Guandao Yang Christopher De Sa MQ 69 66 0 09 Oct 2019
Learned Critical Probabilistic Roadmaps for Robotic Motion Planning Brian Ichter Edward Schmerling T. Lee Aleksandra Faust 52 71 0 08 Oct 2019
Riemannian Motion Policy Fusion through Learnable Lyapunov Function Reshaping Mustafa Mukadam Ching-An Cheng Dieter Fox Byron Boots Nathan D. Ratliff 73 23 0 07 Oct 2019
Compositional Generalization for Primitive Substitutions Yuanpeng Li Liang Zhao Jianyu Wang Joel Hestness 72 87 0 07 Oct 2019
Distributed-Memory Tensor Completion for Generalized Loss Functions in Python using New Sparse Tensor Kernels Navjot Singh Zecheng Zhang Xiaoxia Wu Naijing Zhang Siyuan Zhang Edgar Solomonik 51 15 0 06 Oct 2019
Making sense of sensory input Maciej Wołczyk Jacek Tabor Johannes Welbl Szymon Maszke Marek Sergot 92 53 0 05 Oct 2019
Distributed Learning of Deep Neural Networks using Independent Subnet Training John Shelton Hyatt Cameron R. Wolfe Michael Lee Yuxin Tang Anastasios Kyrillidis Christopher M. Jermaine OOD 92 39 0 04 Oct 2019
Semi-Supervised Generative Modeling for Controllable Speech Synthesis Raza Habib Soroosh Mariooryad Matt Shannon Eric Battenberg RJ Skerry-Ryan Daisy Stanton David Kao Tom Bagby BDL 68 48 0 03 Oct 2019
High-dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction Nan Meng Yung-Sung Chuang Shang-Yu Su Yun-Nung Chen 41 116 0 03 Oct 2019
Relationship Explainable Multi-objective Optimization Via Vector Value Function Based Reinforcement Learning Huixin Zhan Yongcan Cao 66 7 0 02 Oct 2019
MLPerf Training Benchmark Arya D. McCarthy Christine Cheng Cody Coleman Greg Diamos Paulius Micikevicius ... Carole-Jean Wu Lingjie Xu Masafumi Yamazaki C. Young Matei A. Zaharia 124 316 0 02 Oct 2019
CNN-based Semantic Segmentation using Level Set Loss Youngeun Kim Seunghyeon Kim Taekyung Kim Changick Kim SSeg 133 58 0 02 Oct 2019
A Robust Transferable Deep Learning Framework for Cross-sectional Investment Strategy Kei Nakagawa Masaya Abe Junpei Komiyama OOD AIFin 70 20 0 02 Oct 2019
NESTA: Hamming Weight Compression-Based Neural Proc. Engine Ali Mirzaeian Houman Homayoun Avesta Sasan 34 11 0 01 Oct 2019
Domain Expansion in DNN-based Acoustic Models for Robust Speech Recognition Shahram Ghorbani S. Khorram John H. L. Hansen 51 19 0 01 Oct 2019
DiffTaichi: Differentiable Programming for Physical Simulation Yuanming Hu Luke Anderson Tzu-Mao Li Qi Sun N. Carr Jonathan Ragan-Kelley F. Durand 88 388 0 01 Oct 2019
NGEMM: Optimizing GEMM for Deep Learning via Compiler-based Techniques Yiyuan Ma Li-Wen Chang Yang Chen Kefeng Deng Amit Agarwal Emad Barsoum Abe Taha MQ 37 7 0 01 Oct 2019
MIOpen: An Open Source Library For Deep Learning Primitives Jehandad Khan Paul Fultz Artem Tamazov Daniel Lowell Chao-Jung Liu ... Vasilii Filippov Jing Zhang Jing Zhou Bragadeesh Natarajan Mayank Daga VLM MoE 50 40 0 30 Sep 2019
Synthesizing Action Sequences for Modifying Model Decisions Goutham Ramakrishnan Yun Chan Lee Aws Albarghouthi 121 33 0 30 Sep 2019
RLCache: Automated Cache Management Using Reinforcement Learning Sami Alabed 43 4 0 30 Sep 2019
Acoustic Model Adaptation from Raw Waveforms with SincNet Joachim Fainberg Ondˇrej Klejch Erfan Loweimi P. Bell Steve Renals 35 14 0 30 Sep 2019
SteReFo: Efficient Image Refocusing with Stereo Vision Benjamin Busam Matthieu Hog Jingyu Sun Greg Slabaugh VGen MDE 64 35 0 29 Sep 2019
End-to-End Deep Convolutional Active Contours for Image Segmentation Ali Hatamizadeh Debleena Sengupta Demetri Terzopoulos 68 22 0 29 Sep 2019
SURREAL-System: Fully-Integrated Stack for Distributed Deep Reinforcement Learning Linxi Fan Yuke Zhu Jiren Zhu Zihua Liu Orien Zeng Anchit Gupta Joan Creus-Costa Silvio Savarese Li Fei-Fei OffRL GNN 89 3 0 27 Sep 2019
Backpropagation in the Simply Typed Lambda-calculus with Linear Negation Aloïs Brunel Damiano Mazza Michele Pagani 76 46 0 27 Sep 2019
Realtime Simulation of Thin-Shell Deformable Materials using CNN-Based Mesh Embedding Qingyang Tan Zherong Pan Lin Gao Tianyi Zhou AI4CE 73 23 0 26 Sep 2019
Relationship Explainable Multi-objective Reinforcement Learning with Semantic Explainability Generation Huixin Zhan Yongcan Cao 61 2 0 26 Sep 2019
Overlapping Community Detection with Graph Neural Networks Oleksandr Shchur Stephan Günnemann GNN 75 133 0 26 Sep 2019
Scaling data-driven robotics with reward sketching and batch reinforcement learning Serkan Cabi Sergio Gomez Colmenarejo Alexander Novikov Ksenia Konyushkova Scott E. Reed ... David Barker Jonathan Scholz Misha Denil Nando de Freitas Ziyun Wang OffRL 114 29 0 26 Sep 2019
Serving Recurrent Neural Networks Efficiently with a Spatial Accelerator Tian Zhao Yaqi Zhang K. Olukotun 66 16 0 26 Sep 2019
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini OOD 62 54 0 26 Sep 2019
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments Yi Shi Kemal Davaslioglu Y. Sagduyu William C. Headley Michael Fowler Gilbert Green 59 93 0 25 Sep 2019
MONET: Debiasing Graph Embeddings via the Metadata-Orthogonal Training Unit John Palowitch Bryan Perozzi 76 20 0 25 Sep 2019
Deep Neural Network Framework Based on Backward Stochastic Differential Equations for Pricing and Hedging American Options in High Dimensions Yangang Chen J. Wan 60 62 0 25 Sep 2019
Gated Channel Transformation for Visual Recognition Zongxin Yang Linchao Zhu Yu Wu Yezhou Yang ViT 60 211 0 25 Sep 2019
Pretraining boosts out-of-domain robustness for pose estimation Alexander Mathis Thomas Biasi Steffen Schneider Mert Yüksekgönül Byron Rogers Matthias Bethge Mackenzie W. Mathis OOD 109 126 0 24 Sep 2019
Exascale Deep Learning for Scientific Inverse Problems N. Laanait Josh Romero Junqi Yin M. T. Young Sean Treichler V. Starchenko A. Borisevich Alexander Sergeev Michael A. Matheson FedML BDL 68 29 0 24 Sep 2019