Title
Multi-source Heterogeneous Domain Adaptation with Conditional Weighting Adversarial Network Yuan Yao Xutao Li Yu Zhang Yunming Ye 81 31 0 06 Aug 2020
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From Human Mesenchymal Stromal Cells to Osteosarcoma Cells Classification by Deep Learning M. D’Acunto M. Martinelli Davide Moroni 18 18 0 04 Aug 2020
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Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion Mariana-Iuliana Georgescu Radu Tudor Ionescu CVBM 67 25 0 03 Aug 2020
Adaptive Physics-Informed Neural Networks for Markov-Chain Monte Carlo M. A. Nabian Hadi Meidani 45 6 0 03 Aug 2020
Discovering indicators of dark horse of soccer games by deep learning from sequential trading data Liyao Lu Qiang Lyu 10 0 0 03 Aug 2020
Rule-based Bayesian regression T. Botsas L. Mason Indranil Pan 112 4 0 02 Aug 2020
Autonomous Navigation in Complex Environments with Deep Multimodal Fusion Network A. Nguyen Ngoc Son Nguyen K. Tran Erman Tjiputra Quang-Dieu Tran 65 39 0 31 Jul 2020
Queueing Network Controls via Deep Reinforcement Learning J. Dai Mark O. Gluzman OffRL 125 51 0 31 Jul 2020
From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling W. Tsai D. Feng M. Pan H. Beck K. Lawson Yuan Yang Jiangtao Liu Chaopeng Shen AI4CE 133 189 0 30 Jul 2020
Data-efficient Hindsight Off-policy Option Learning Markus Wulfmeier Dushyant Rao Roland Hafner Thomas Lampe A. Abdolmaleki ... Michael Neunert Dhruva Tirumala Noah Y. Siegel N. Heess Martin Riedmiller OffRL 91 47 0 30 Jul 2020
A Data Augmentation-based Defense Method Against Adversarial Attacks in Neural Networks Yi Zeng Han Qiu G. Memmi Meikang Qiu AAML 66 51 0 30 Jul 2020
Exploiting stance hierarchies for cost-sensitive stance detection of Web documents Arjun Roy P. Fafalios Asif Ekbal Xiaofei Zhu Stefan Dietze 10 10 0 29 Jul 2020
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation Xiaohang Fu Lei Bi Ashnil Kumar M. Fulham Jinman Kim 54 109 0 29 Jul 2020
Learning Object-conditioned Exploration using Distributed Soft Actor Critic Ayzaan Wahid Austin Stone Kevin Chen Brian Ichter Alexander Toshev 82 22 0 29 Jul 2020
Group Knowledge Transfer: Federated Learning of Large CNNs at the Edge Chaoyang He M. Annavaram A. Avestimehr FedML 107 23 0 28 Jul 2020
Machine learning for metal additive manufacturing: Predicting temperature and melt pool fluid dynamics using physics-informed neural networks Qiming Zhu Zeliang Liu Jinhui Yan PINN AI4CE 83 306 0 28 Jul 2020
Flower: A Friendly Federated Learning Research Framework Daniel J. Beutel Taner Topal Akhil Mathur Xinchi Qiu Javier Fernandez-Marques ... Lorenzo Sani Kwing Hei Li Titouan Parcollet Pedro Porto Buarque de Gusmão Nicholas D. Lane FedML 158 827 0 28 Jul 2020
Deep-Learning based Inverse Modeling Approaches: A Subsurface Flow Example Nanzhe Wang Haibin Chang Dongxiao Zhang AI4CE 77 61 0 28 Jul 2020
Weakly Supervised 3D Object Detection from Point Clouds Zengyi Qin Jinglu Wang Yan Lu 3DPC 140 62 0 28 Jul 2020
FedML: A Research Library and Benchmark for Federated Machine Learning Chaoyang He Songze Li Jinhyun So Xiao Zeng Mi Zhang ... Yang Liu Ramesh Raskar Qiang Yang M. Annavaram Salman Avestimehr FedML 271 579 0 27 Jul 2020
Water Quality Prediction on a Sigfox-compliant IoT Device: The Road Ahead of WaterS Pietro Boccadoro Daniele Vitanio Pietro Di Gennaro Domenico Lofú Pietro Tedeschi 115 23 0 27 Jul 2020
YOLOpeds: Efficient Real-Time Single-Shot Pedestrian Detection for Smart Camera Applications C. Kyrkou 3DH 16 16 0 27 Jul 2020
Ladybird: Quasi-Monte Carlo Sampling for Deep Implicit Field Based 3D Reconstruction with Symmetry Yifan Xu Tianqi Fan Yi Yuan Gurprit Singh 3DPC 3DV 100 36 0 27 Jul 2020
Evaluation of Federated Learning in Phishing Email Detection Chandra Thapa Jun Tang A. Abuadbba Yansong Gao S. Çamtepe Surya Nepal Mahathir Almashor Yifeng Zheng FedML 69 16 0 27 Jul 2020
Deep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms Yanna Bai Wei Chen Jie Chen Weisi Guo 123 70 0 27 Jul 2020
Fast-Convergent Federated Learning Hung T. Nguyen Vikash Sehwag Seyyedali Hosseinalipour Christopher G. Brinton M. Chiang H. Vincent Poor FedML 103 196 0 26 Jul 2020
Improving Generalization in Meta-learning via Task Augmentation Huaxiu Yao Long-Kai Huang Linjun Zhang Ying Wei Li Tian James Zou Junzhou Huang Z. Li 130 84 0 26 Jul 2020
Neural networks with late-phase weights J. Oswald Seijin Kobayashi Alexander Meulemans Christian Henning Benjamin Grewe João Sacramento 94 35 0 25 Jul 2020
Weak Human Preference Supervision For Deep Reinforcement Learning Zehong Cao Kaichiu Wong Chin-Teng Lin 60 5 0 25 Jul 2020
Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency Jiaxiang Shang Tianwei Shen Shiwei Li Lei Zhou Mingmin Zhen Tian Fang Long Quan 3DV 3DH CVBM 89 139 0 24 Jul 2020
A Study on Evaluation Standard for Automatic Crack Detection Regard the Random Fractal Hongyu Li Ji-hong Wang Yu Zhang Zirui Wang Tiejun Wang 37 3 0 23 Jul 2020
Improving Deep Learning with Differential Privacy using Gradient Encoding and Denoising Milad Nasr Reza Shokri Amir Houmansadr 72 41 0 22 Jul 2020
DEAL: Deep Evidential Active Learning for Image Classification Patrick Hemmer Niklas Kühl Jakob Schöffer 86 38 0 22 Jul 2020
Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction Yunmei Chen Hongcheng Liu X. Ye Qingchao Zhang 165 23 0 22 Jul 2020
Computational Causal Inference Jeffrey Wong CML AI4CE 46 11 0 21 Jul 2020
Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review Yansong Gao Bao Gia Doan Zhi-Li Zhang Siqi Ma Jiliang Zhang Anmin Fu Surya Nepal Hyoungshick Kim AAML 129 235 0 21 Jul 2020
DeepCorn: A Semi-Supervised Deep Learning Method for High-Throughput Image-Based Corn Kernel Counting and Yield Estimation S. Khaki Hieu H. Pham Ye Han Andy Kuhl W. Kent Lizhi Wang 81 61 0 20 Jul 2020
Randomized Automatic Differentiation Deniz Oktay N. McGreivy Joshua Aduol Alex Beatson Ryan P. Adams ODL 65 27 0 20 Jul 2020
MCUNet: Tiny Deep Learning on IoT Devices Ji Lin Wei-Ming Chen Chengyue Wu J. Cohn Chuang Gan Song Han 170 497 0 20 Jul 2020
Wide Boosting M. Horrell AI4CE 45 1 0 20 Jul 2020
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices Wei Niu Mengshu Sun Zechao Li Jou-An Chen Jiexiong Guan Xipeng Shen Yanzhi Wang Sijia Liu Xue Lin Bin Ren MQ 64 12 0 20 Jul 2020
High Performance Data Engineering Everywhere Chathura Widanage Niranda Perera V. Abeykoon Supun Kamburugamuve Thejaka Amila Kanewala Hasara Maithree P. Wickramasinghe A. Uyar Gurhan Gunduz Geoffrey C. Fox 40 18 0 19 Jul 2020
Probabilistic Neighbourhood Component Analysis: Sample Efficient Uncertainty Estimation in Deep Learning Ankur Mallick Chaitanya Dwivedi B. Kailkhura Gauri Joshi T. Y. Han UQCV BDL 68 6 0 18 Jul 2020