Title
A Feasible Framework for Arbitrary-Shaped Scene Text Recognition Jinjin Zhang Wei Wang Di Huang Qingjie Liu Yunhong Wang 58 4 0 10 Dec 2019
SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads S. Xi Yuan Yao K. Bhardwaj P. Whatmough Gu-Yeon Wei David Brooks 41 32 0 10 Dec 2019
Self-supervised Object Motion and Depth Estimation from Video Qi Dai Vaishakh Patil Simon Hecker Dengxin Dai Luc Van Gool Konrad Schindler MDE 53 43 0 09 Dec 2019
JAX, M.D.: A Framework for Differentiable Physics S. Schoenholz E. D. Cubuk 65 38 0 09 Dec 2019
Short-term Load Forecasting with Dense Average Network Zhifang Liao Haihui Pan Qi Zeng Xiaoping Fan Yan Zhang Song Yu 51 20 0 08 Dec 2019
Neural Networks with Cheap Differential Operators Ricky T. Q. Chen David Duvenaud 67 35 0 08 Dec 2019
Comparison of Neuronal Attention Models Mohamed Karim Belaid 38 1 0 07 Dec 2019
VALAN: Vision and Language Agent Navigation L. Lansing Vihan Jain Harsh Mehta Haoshuo Huang Eugene Ie LM&Ro AI4TS 58 8 0 06 Dec 2019
Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations Sven Gowal Chongli Qin Po-Sen Huang taylan. cemgil Krishnamurthy Dvijotham Timothy A. Mann Pushmeet Kohli AAML OOD 76 57 0 06 Dec 2019
Hyperbolic Graph Attention Network Yiding Zhang Tianlin Li Xunqiang Jiang C. Shi Yanfang Ye GNN 88 134 0 06 Dec 2019
Towards Interpretable and Learnable Risk Analysis for Entity Resolution Zhaoqiang Chen Qun Chen Boyi Hou Tianyi Duan Zhanhuai Li Guoliang Li 96 22 0 06 Dec 2019
Combining Q-Learning and Search with Amortized Value Estimates Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez Tobias Pfaff T. Weber Lars Buesing Peter W. Battaglia OffRL 87 48 0 05 Dec 2019
Towards Understanding Residual and Dilated Dense Neural Networks via Convolutional Sparse Coding Zhiyang Zhang Shihua Zhang 72 15 0 05 Dec 2019
Collective Learning Francesco Farina FedML 78 23 0 05 Dec 2019
The Search for Sparse, Robust Neural Networks J. Cosentino Federico Zaiter Dan Pei Jun Zhu AAML OOD 45 18 0 05 Dec 2019
Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning Samuel Kessler Vu Nguyen S. Zohren Stephen J. Roberts BDL 94 25 0 04 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 140 332 0 04 Dec 2019
Deep Physiological State Space Model for Clinical Forecasting Yuan Xue Denny Zhou Nan Du Andrew M. Dai Zhen Xu Kun Zhang Claire Cui 35 2 0 04 Dec 2019
Variable Selection with Rigorous Uncertainty Quantification using Deep Bayesian Neural Networks: Posterior Concentration and Bernstein-von Mises Phenomenon Jeremiah Zhe Liu BDL 151 8 0 03 Dec 2019
Value-laden Disciplinary Shifts in Machine Learning Ravit Dotan S. Milli AILaw 84 48 0 03 Dec 2019
LOGAN: Latent Optimisation for Generative Adversarial Networks Yongpeng Wu Jeff Donahue David Balduzzi Karen Simonyan Timothy Lillicrap GAN 108 88 0 02 Dec 2019
Audiovisual Transformer Architectures for Large-Scale Classification and Synchronization of Weakly Labeled Audio Events Wim Boes Hugo Van hamme 80 17 0 02 Dec 2019
ReD-CaNe: A Systematic Methodology for Resilience Analysis and Design of Capsule Networks under Approximations Alberto Marchisio Vojtěch Mrázek Muhammad Abdullah Hanif Mohamed Bennai AAML 56 15 0 02 Dec 2019
How to GAN away Detector Effects Marco Bellagente A. Butter Gregor Kasieczka Tilman Plehn R. Winterhalder GAN 89 87 0 01 Dec 2019
Quantized deep learning models on low-power edge devices for robotic systems Anugraha Sinha Naveen Kumar Murukesh Mohanan Md. Mahin Rahman Y. Quemener Amina Mim Suzana Ilić 28 1 0 30 Nov 2019
Deep Networks with Adaptive Nyström Approximation Luc Giffon Stéphane Ayache Thierry Artières Hachem Kadri 47 3 0 29 Nov 2019
Towards Oracle Knowledge Distillation with Neural Architecture Search Minsoo Kang Jonghwan Mun Bohyung Han FedML 109 44 0 29 Nov 2019
Semi-Relaxed Quantization with DropBits: Training Low-Bit Neural Networks via Bit-wise Regularization J. H. Lee Jihun Yun Sung Ju Hwang Eunho Yang MQ 24 0 0 29 Nov 2019
Multimodal Affective States Recognition Based on Multiscale CNNs and Biologically Inspired Decision Fusion Model Yuxuan Zhao Xinyan Cao Jinlong Lin Dunshan Yu Xixin Cao 54 29 0 29 Nov 2019
Solving Inverse Wave Scattering with Deep Learning Yuwei Fan Lexing Ying 73 28 0 27 Nov 2019
Federated Learning for Ranking Browser History Suggestions Florian Hartmann Sunah Suh Arkadiusz Komarzewski Tim Smith I. Segall FedML 62 55 0 26 Nov 2019
DeepJSCC-f: Deep Joint Source-Channel Coding of Images with Feedback David Burth Kurka Deniz Gündüz 109 312 0 25 Nov 2019
Solving Traveltime Tomography with Deep Learning Yuwei Fan Lexing Ying 92 15 0 25 Nov 2019
Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning Mei Wang Weihong Deng CVBM 102 235 0 25 Nov 2019
SelfVIO: Self-Supervised Deep Monocular Visual-Inertial Odometry and Depth Estimation Yasin Almalioglu Mehmet Turan Alp Eren Sari Muhamad Risqi U. Saputra Pedro Porto Buarque de Gusmão Andrew Markham A. Trigoni MDE 78 94 0 22 Nov 2019
Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration Jianyu Su Peter A. Beling Rui Guo Kyungtae Han GNN 71 13 0 22 Nov 2019
Separate and Attend in Personal Email Search Yu Meng Maryam Karimzadehgan Honglei Zhuang Donald Metzler FedML 424 2 0 21 Nov 2019
OmniFold: A Method to Simultaneously Unfold All Observables Anders Andreassen Patrick T. Komiske E. Metodiev Benjamin Nachman Jesse Thaler 69 114 0 20 Nov 2019
A CNN-RNN Framework for Crop Yield Prediction S. Khaki Lizhi Wang S. Archontoulis 84 451 0 20 Nov 2019
Local AdaAlter: Communication-Efficient Stochastic Gradient Descent with Adaptive Learning Rates Cong Xie Oluwasanmi Koyejo Indranil Gupta Yanghua Peng 66 42 0 20 Nov 2019
Inspect Transfer Learning Architecture with Dilated Convolution Syeda Noor Jaha Azim Md. Aminur Rab Ratul 31 0 0 20 Nov 2019
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs Shuang Zhang Ada Zhen R. Stevenson 44 15 0 19 Nov 2019
Attention-Privileged Reinforcement Learning Sasha Salter Dushyant Rao Markus Wulfmeier R. Hadsell Ingmar Posner 104 8 0 19 Nov 2019
Learning Modulated Loss for Rotated Object Detection W. Qian Xue Yang Silong Peng Yue Guo C. Yan 103 333 0 19 Nov 2019
Fast and Accurate 3D Hand Pose Estimation via Recurrent Neural Network for Capturing Hand Articulations Cheol-Hwan Yoo Seo-Won Ji Y. Shin Seung-Wook Kim Sung-Jea Ko 3DH 49 8 0 18 Nov 2019
Extra Proximal-Gradient Inspired Non-local Network Qingchao Zhang Yunmei Chen 26 1 0 17 Nov 2019
Kvasir-SEG: A Segmented Polyp Dataset Debesh Jha P. Smedsrud Michael A. Riegler Pål Halvorsen Thomas de Lange Dag Johansen Haavard D. Johansen 197 1,191 0 16 Nov 2019
ResUNet++: An Advanced Architecture for Medical Image Segmentation Debesh Jha P. Smedsrud Michael A. Riegler Dag Johansen Thomas de Lange Pål Halvorsen H. Johansen SSeg 94 934 0 16 Nov 2019
Utterance-to-Utterance Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots Jia-Chen Gu Zhenhua Ling Quan Liu 73 43 0 16 Nov 2019
Modelling EHR timeseries by restricting feature interaction Kun Zhang Yuan Xue Gerardo Flores A. Rajkomar Claire Cui Andrew M. Dai 35 6 0 14 Nov 2019