Title
Deep convolutional embedding for digitized painting clustering Giovanna Castellano G. Vessio 67 11 0 19 Mar 2020
SwapText: Image Based Texts Transfer in Scenes Qiangpeng Yang Hongsheng Jin Jun Huang Wei Lin DiffM 87 68 0 18 Mar 2020
Deliberation Model Based Two-Pass End-to-End Speech Recognition Ke Hu Tara N. Sainath Ruoming Pang Rohit Prabhavalkar 92 87 0 17 Mar 2020
Semi-supervised Contrastive Learning Using Partial Label Information Colin B. Hansen V. Nath Diego A. Mesa Yuankai Huo Bennett A. Landman Thomas A. Lasko SSL 34 0 0 17 Mar 2020
Learning to Accelerate Decomposition for Multi-Directional 3D Printing Chenming Wu Yong Liu Charlie C. L. Wang 30 6 0 17 Mar 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 136 676 0 17 Mar 2020
Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction Eunju Cha Gyutaek Oh J. C. Ye 108 12 0 17 Mar 2020
TensorFlow Audio Models in Essentia Pablo Alonso-Jiménez Dmitry Bogdanov Jordi Pons Xavier Serra VLM 108 22 0 16 Mar 2020
A Rotation-Invariant Framework for Deep Point Cloud Analysis Xianzhi Li Ruihui Li Guangyong Chen Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 173 109 0 16 Mar 2020
Iterative training of neural networks for intra prediction Thierry Dumas Franck Galpin P. Bordes 30 15 0 15 Mar 2020
A Novel Learnable Gradient Descent Type Algorithm for Non-convex Non-smooth Inverse Problems Qingchao Zhang X. Ye Hongcheng Liu Yunmei Chen 31 3 0 15 Mar 2020
Tensor Graph Convolutional Networks for Multi-relational and Robust Learning V. Ioannidis A. Marques G. Giannakis 75 26 0 15 Mar 2020
From W-Net to CDGAN: Bi-temporal Change Detection via Deep Learning Techniques B. Hou Qingjie Liu Heng Wang Yunhong Wang 55 131 0 14 Mar 2020
LSCP: Enhanced Large Scale Colloquial Persian Language Understanding Hadi Abdi Khojasteh Ebrahim Ansari M. Bohlouli 107 9 0 13 Mar 2020
BayesFlow: Learning complex stochastic models with invertible neural networks Stefan T. Radev U. Mertens A. Voss Lynton Ardizzone Ullrich Kothe BDL 326 197 0 13 Mar 2020
Interaction Graphs for Object Importance Estimation in On-road Driving Videos Zehua Zhang Ashish Tawari Sujitha Martin David J. Crandall GNN FAtt 138 23 0 12 Mar 2020
Learning Algebraic Multigrid Using Graph Neural Networks Ilay Luz Meirav Galun Haggai Maron Ronen Basri I. Yavneh 74 71 0 12 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 280 619 0 12 Mar 2020
Machine Learning on Volatile Instances Xiaoxi Zhang Jianyu Wang Gauri Joshi Carlee Joe-Wong 56 25 0 12 Mar 2020
On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited Xue Yang Junchi Yan 128 151 0 12 Mar 2020
Self-supervised Point Set Local Descriptors for Point Cloud Registration Yijun Yuan Jiawei Hou A. Nüchter Sören Schwertfeger 3DPC 74 26 0 11 Mar 2020
CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing Ajian Li Zichang Tan Xuan Li Jun Wan Sergio Escalera G. Guo Stan Z. Li CVBM 67 121 0 11 Mar 2020
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs Benedek Rozemberczki Oliver Kiss Rik Sarkar GNN 75 29 0 10 Mar 2020
Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog Shen Gao Preslav Nakov Chang Liu Li Liu Dongyan Zhao Rui Yan 90 34 0 10 Mar 2020
A Framework for Evaluation of Machine Reading Comprehension Gold Standards Viktor Schlegel Marco Valentino André Freitas Goran Nenadic Riza Batista-Navarro 58 30 0 10 Mar 2020
PnP-Net: A hybrid Perspective-n-Point Network Roy Sheffer A. Wiesel 3DPC 3DV 52 8 0 10 Mar 2020
Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning Models Ki Hyun Tae Steven Euijong Whang 85 41 0 10 Mar 2020
Communication-Efficient Distributed Deep Learning: A Comprehensive Survey Zhenheng Tang Shaoshuai Shi Wei Wang Yue Liu Xiaowen Chu 83 49 0 10 Mar 2020
Learned Spectral Computed Tomography Dimitris Kamilis Mario Blatter N. Polydorides 20 0 0 09 Mar 2020
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 271 438 0 09 Mar 2020
Amortized variance reduction for doubly stochastic objectives Ayman Boustati Sattar Vakili J. Hensman S. T. John 57 5 0 09 Mar 2020
Searching Central Difference Convolutional Networks for Face Anti-Spoofing Zitong Yu Chenxu Zhao Zezheng Wang Yunxiao Qin Z. Su Xiaobai Li Feng Zhou Guoying Zhao CVBM 168 421 0 09 Mar 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 261 556 0 08 Mar 2020
1D Probabilistic Undersampling Pattern Optimization for MR Image Reconstruction Shengke Xue Ruiliang Bai Xinyu Jin 115 0 0 08 Mar 2020
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation Jinghua Zhang Chen Li Frank Kulwa Xin Zhao Changhao Sun Zihan Li Tao Jiang Hong Li Shouliang Qi 115 23 0 08 Mar 2020
ProGen: Language Modeling for Protein Generation Ali Madani Bryan McCann Nikhil Naik N. Keskar N. Anand Raphael R. Eguchi Po-Ssu Huang R. Socher 96 288 0 08 Mar 2020
Generative Low-bitwidth Data Free Quantization Shoukai Xu Haokun Li Bohan Zhuang Jing Liu Jingyun Liang Chuangrun Liang Mingkui Tan MQ 79 127 0 07 Mar 2020
Improving IoT Analytics through Selective Edge Execution Apostolos Galanopoulos Argyrios G. Tasiopoulos Georgios Iosifidis Theodoros Salonidis D. Leith 35 3 0 07 Mar 2020
Training Deep Energy-Based Models with f-Divergence Minimization Lantao Yu Yang Song Jiaming Song Stefano Ermon 238 44 0 06 Mar 2020
Toward Enabling a Reliable Quality Monitoring System for Additive Manufacturing Process using Deep Convolutional Neural Networks Y. Banadaki Nariman Razaviarab H. Fekrmandi S. Sharifi 37 42 0 06 Mar 2020
Reinforcement Learning for Active Flow Control in Experiments Dixia Fan Liu Yang M. Triantafyllou George Karniadakis AI4CE 56 6 0 06 Mar 2020
Anysize GAN: A solution to the image-warping problem Connah Kendrick David Gillespie Moi Hoon Yap GAN 24 3 0 06 Mar 2020
Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning Yifan Zhang P. Zhao Qingyao Wu Bin Li Junzhou Huang Mingkui Tan OOD 151 97 0 06 Mar 2020
Exploiting Verified Neural Networks via Floating Point Numerical Error Kai Jia Martin Rinard AAML 97 37 0 06 Mar 2020
Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices Byung Hoon Ahn Jinwon Lee J. Lin Hsin-Pai Cheng Jilei Hou H. Esmaeilzadeh 115 55 0 04 Mar 2020
Approximating the Hotelling Observer with Autoencoder-Learned Efficient Channels for Binary Signal Detection Tasks Jason L. Granstedt Weimin Zhou M. Anastasio 62 5 0 04 Mar 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation Benjamin Billot Douglas N. Greve Koen van Leemput Bruce Fischl Juan Eugenio Iglesias Adrian Dalca 73 76 0 04 Mar 2020
ADRN: Attention-based Deep Residual Network for Hyperspectral Image Denoising Yongsen Zhao Deming Zhai Junjun Jiang Xianming Liu 61 25 0 04 Mar 2020
DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets Yonghyun Jeong Hyunjin Choi Byoungjip Kim Youngjune Gwon GAN 44 6 0 04 Mar 2020
Generalized Gumbel-Softmax Gradient Estimator for Generic Discrete Random Variables Weonyoung Joo Dongjun Kim Seung-Jae Shin Il-Chul Moon 118 2 0 04 Mar 2020