Title
P-ODN: Prototype based Open Deep Network for Open Set Recognition Yu Shu Yemin Shi Yaowei Wang Tiejun Huang Yonghong Tian 114 65 0 06 May 2019
Genuinely Distributed Byzantine Machine Learning El-Mahdi El-Mhamdi R. Guerraoui Arsany Guirguis Lê Nguyên Hoang Sébastien Rouault FedML OOD 78 19 0 05 May 2019
Unsupervised Detection of Distinctive Regions on 3D Shapes Xianzhi Li Lequan Yu Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 95 20 0 05 May 2019
Towards More Realistic Human-Robot Conversation: A Seq2Seq-based Body Gesture Interaction System Minjie Hua Fuyuan Shi Yibing Nan Kai Wang Hao Chen Kai Wang 55 10 0 05 May 2019
Processing Megapixel Images with Deep Attention-Sampling Models Angelos Katharopoulos Franccois Fleuret 85 65 0 03 May 2019
Learning in Modal Space: Solving Time-Dependent Stochastic PDEs Using Physics-Informed Neural Networks Dongkun Zhang Ling Guo George Karniadakis AI4CE 105 214 0 03 May 2019
Impact of Artificial Intelligence on Businesses: from Research, Innovation, Market Deployment to Future Shifts in Business Models N. Soni E. Sharma Narotam Singh A. Kapoor 36 69 0 03 May 2019
DisplaceNet: Recognising Displaced People from Images by Exploiting Dominance Level Grigorios Kalliatakis Shoaib Ehsan Maria Fasli Klaus McDonald-Maier 47 5 0 03 May 2019
Single Image Portrait Relighting Tiancheng Sun Jonathan T. Barron Yun-Ta Tsai Zexiang Xu Xueming Yu Graham Fyffe Christoph Rhemann Jay Busch P. Debevec R. Ramamoorthi 3DH 111 259 0 02 May 2019
Learn Stereo, Infer Mono: Siamese Networks for Self-Supervised, Monocular, Depth Estimation M. Goldman Tal Hassner S. Avidan SSL MDE 74 42 0 01 May 2019
AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations Xiao Zhang Rui Zhao Yu Qiao Xiaogang Wang Hongsheng Li CVBM 108 216 0 01 May 2019
Source Coding Based Millimeter-Wave Channel Estimation with Deep Learning Based Decoding Yahia Shabara E. Ekici C. E. Koksal 16 1 0 30 Apr 2019
Categorical Feature Compression via Submodular Optimization M. Bateni Lin Chen Hossein Esfandiari Thomas Fu Vahab S. Mirrokni Afshin Rostamizadeh 69 20 0 30 Apr 2019
PYRO-NN: Python Reconstruction Operators in Neural Networks Christopher Syben Markus Michen Bernhard Stimpel Stephan Seitz Stefan B. Ploner Andreas Maier AI4CE 51 62 0 30 Apr 2019
Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational Data Xin Du Lei Sun W. Duivesteijn Alexander G. Nikolaev Mykola Pechenizkiy OOD CML 79 44 0 30 Apr 2019
A scalable saliency-based Feature selection method with instance level information Brais Cancela V. Bolón-Canedo Amparo Alonso-Betanzos João Gama FAtt 62 13 0 30 Apr 2019
Cross Domain Knowledge Learning with Dual-branch Adversarial Network for Vehicle Re-identification Jinjia Peng Huibing Wang Xianping Fu 68 33 0 30 Apr 2019
A Deep Q-Learning Method for Downlink Power Allocation in Multi-Cell Networks K. I. Ahmed Ekram Hossain OffRL 59 35 0 30 Apr 2019
DeepHMap++: Combined Projection Grouping and Correspondence Learning for Full DoF Pose Estimation Mingliang Fu Weijia Zhou 3DV 3DPC 54 7 0 29 Apr 2019
A convolution recurrent autoencoder for spatio-temporal missing data imputation Reza Asadi Amelia Regan SyDa 53 28 0 29 Apr 2019
Collage Inference: Using Coded Redundancy for Low Variance Distributed Image Classification Krishnagiri Narra Zhifeng Lin Ganesh Ananthanarayanan A. Avestimehr M. Annavaram VLM 122 6 0 27 Apr 2019
Benchmark and Survey of Automated Machine Learning Frameworks Marc-André Zöller Marco F. Huber 75 86 0 26 Apr 2019
Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings Feiyang Pan Shuokai Li Xiang Ao Pingzhong Tang Qing He 86 188 0 25 Apr 2019
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation Adrian Dalca Evan M. Yu Polina Golland Bruce Fischl M. Sabuncu Juan Eugenio Iglesias OOD 71 66 0 25 Apr 2019
Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning Dimitrije Jankov Shangyu Luo Binhang Yuan Zhuhua Cai Jia Zou C. Jermaine Zekai J. Gao 71 62 0 25 Apr 2019
Bridging the Domain Gap for Ground-to-Aerial Image Matching Krishna Regmi M. Shah 97 154 0 24 Apr 2019
Horseshoe Regularization for Machine Learning in Complex and Deep Models A. Bhadra J. Datta Yunfan Li Nicholas G. Polson 87 15 0 24 Apr 2019
The utility of a convolutional neural network for generating a myelin volume index map from rapid simultaneous relaxometry imaging Y. Tachibana A. Hagiwara M. Hori J. Kershaw M. Nakazawa ... K. Yokoyama N. Hattori S. Aoki T. Higashi T. Obata 25 3 0 24 Apr 2019
Path-Restore: Learning Network Path Selection for Image Restoration K. Yu Xintao Wang Chao Dong Xiaoou Tang Chen Change Loy 86 84 0 23 Apr 2019
Acoustic scene classification using teacher-student learning with soft-labels Hee-Soo Heo Jee-weon Jung Hye-jin Shim Ha-Jin Yu 54 22 0 23 Apr 2019
Replay attack detection with complementary high-resolution information using end-to-end DNN for the ASVspoof 2019 Challenge Jee-weon Jung Hye-jin Shim Hee-Soo Heo Ha-Jin Yu 74 48 0 23 Apr 2019
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing Ming-Yu Liu Yukang Ding Min Xia Xiao-Chang Liu Errui Ding W. Zuo Shilei Wen 91 330 0 22 Apr 2019
A Scalable Handwritten Text Recognition System R. Ingle Yasuhisa Fujii Thomas Deselaers Jonathan Baccash Ashok Popat 84 83 0 19 Apr 2019
Deep Likelihood Network for Image Restoration with Multiple Degradation Levels Yiwen Guo Ming Lu W. Zuo Changshui Zhang Yurong Chen SupR 38 0 0 19 Apr 2019
EmbraceNet: A robust deep learning architecture for multimodal classification Jun-Ho Choi Jong-Seok Lee 60 125 0 19 Apr 2019
Cascaded Partial Decoder for Fast and Accurate Salient Object Detection Zhe Wu Li Su Qingming Huang ObjD 154 829 0 18 Apr 2019
Progressive Attention Memory Network for Movie Story Question Answering Junyeong Kim Minuk Ma Kyungsu Kim Sungjin Kim Chang D. Yoo 119 76 0 18 Apr 2019
DeepNovoV2: Better de novo peptide sequencing with deep learning Rui Qiao Ngoc Hieu Tran L. Xin B. Shan Ming Li A. Ghodsi 27 17 0 17 Apr 2019
Defensive Quantization: When Efficiency Meets Robustness Ji Lin Chuang Gan Song Han MQ 118 204 0 17 Apr 2019
Relay: A High-Level Compiler for Deep Learning Jared Roesch Steven Lyubomirsky Marisa Kirisame Logan Weber Josh Pollock Luis Vega Ziheng Jiang Tianqi Chen T. Moreau Zachary Tatlock 75 21 0 17 Apr 2019
End-to-End Learning of Representations for Asynchronous Event-Based Data Daniel Gehrig Antonio Loquercio Konstantinos G. Derpanis Davide Scaramuzza DRL AI4TS 139 338 0 17 Apr 2019
LO-Net: Deep Real-time Lidar Odometry Qing Li Shaoyang Chen Cheng-Yu Wang Xin Li Chenglu Wen Ming Cheng Jonathan Li 3DPC 85 210 0 17 Apr 2019
RawNet: Advanced end-to-end deep neural network using raw waveforms for text-independent speaker verification Jee-weon Jung Hee-Soo Heo Ju-ho Kim Hye-jin Shim Ha-Jin Yu 90 142 0 17 Apr 2019
A Multi-Task Learning Framework for Overcoming the Catastrophic Forgetting in Automatic Speech Recognition Jiabin Xue Jiqing Han Tieran Zheng Xiang Gao Jiaxing Guo CLL 76 9 0 17 Apr 2019
Temporal Cycle-Consistency Learning Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL AI4TS 96 277 0 16 Apr 2019
Just-in-Time Dynamic-Batching Sheng Zha Ziheng Jiang Yanghua Peng Zhi-Li Zhang 31 4 0 16 Apr 2019
RHR-Net: A Residual Hourglass Recurrent Neural Network for Speech Enhancement Jalal Abdulbaqi Yue Gu I. Marsic 27 9 0 15 Apr 2019
Brain Tumor Segmentation on MRI with Missing Modalities Yan Shen Mingchen Gao 72 80 0 15 Apr 2019
Smart Laptop Bag with Machine Learning for Activity Recognition Dwijesh Sheth Shantanu Singh Prakhar S. Mathur D. Vydeki 13 3 0 14 Apr 2019
Evaluating Robustness of Deep Image Super-Resolution against Adversarial Attacks Jun-Ho Choi Huan Zhang Jun-Hyuk Kim Cho-Jui Hsieh Jong-Seok Lee AAML SupR 85 74 0 12 Apr 2019