Title
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines Yinda Xu Zeyu Wang Zuoxin Li Yuan Ye Gang Yu 36 811 0 14 Nov 2019
Predicting Unobserved Space For Planning via Depth Map Augmentation M. Fehr Tim Taubner Yang Liu Roland Siegwart Cesar Cadena 35 8 0 13 Nov 2019
Adversarial Examples in Modern Machine Learning: A Review R. Wiyatno Anqi Xu Ousmane Amadou Dia A. D. Berker AAML 28 104 0 13 Nov 2019
Iteratively Training Look-Up Tables for Network Quantization Fabien Cardinaux Stefan Uhlich K. Yoshiyama Javier Alonso García Lukas Mauch Stephen Tiedemann Thomas Kemp Akira Nakamura MQ 47 16 0 12 Nov 2019
Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation Networks Kira Maag Matthias Rottmann Hanno Gottschalk 34 34 0 12 Nov 2019
Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks Mariana-Iuliana Georgescu Radu Tudor Ionescu CVBM 25 21 0 12 Nov 2019
Hyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning XINYAN DAI Xiao Yan Kaiwen Zhou Han Yang K. K. Ng James Cheng Yu Fan FedML 32 47 0 12 Nov 2019
Streaming convolutional neural networks for end-to-end learning with multi-megapixel images H. Pinckaers Bram van Ginneken G. Litjens MedIm 32 94 0 11 Nov 2019
Seismic data interpolation based on U-net with texture loss Wenqian Fang Lihua Fu Meng Zhang Zhiming Li 3DV 17 60 0 11 Nov 2019
Human Driver Behavior Prediction based on UrbanFlow Zhiqian Qiao J. Zhao Zachariah Tyree P. Mudalige J. Schneider John M. Dolan 27 6 0 09 Nov 2019
DeepMask: an algorithm for cloud and cloud shadow detection in optical satellite remote sensing images using deep residual network Ke Xu K. Guan Jian-wei Peng Yunan Luo Sibo Wang 3DPC 24 20 0 09 Nov 2019
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications Hyunseok Seo M. B. Khuzani V. Vasudevan Charles Huang Hongyi Ren Ruoxiu Xiao Xiao Jia Lei Xing VLM 34 218 0 06 Nov 2019
AIM 2019 Challenge on Image Demoireing: Dataset and Study Shanxin Yuan Radu Timofte Greg Slabaugh A. Leonardis 32 31 0 06 Nov 2019
A Spectral Nonlocal Block for Neural Networks Lei Zhu Qi She Lidan Zhang Ping Guo 23 2 0 04 Nov 2019
Generalizing to unseen domains via distribution matching Isabela Albuquerque João Monteiro Mohammad Javad Darvishi Bayazi T. Falk Ioannis Mitliagkas OOD 35 155 0 03 Nov 2019
Confident Learning: Estimating Uncertainty in Dataset Labels Curtis G. Northcutt Lu Jiang Isaac L. Chuang NoLa 76 678 0 31 Oct 2019
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 65 982 0 31 Oct 2019
Deep Learning vs. Traditional Computer Vision Niall O' Mahony S. Campbell A. Carvalho S. Harapanahalli G. Velasco-Hernández L. Krpalkova Daniel Riordan Joseph Walsh VLM 17 893 0 30 Oct 2019
Domain Generalization via Model-Agnostic Learning of Semantic Features Qi Dou Daniel Coelho De Castro Konstantinos Kamnitsas Ben Glocker OOD 62 686 0 29 Oct 2019
Distribution Density, Tails, and Outliers in Machine Learning: Metrics and Applications Nicholas Carlini Ulfar Erlingsson Nicolas Papernot OOD OODD 31 62 0 29 Oct 2019
Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments Martin Weiss Simon Chamorro Roger Girgis Margaux Luck Samira Ebrahimi Kahou Joseph Paul Cohen Derek Nowrouzezahrai Doina Precup Florian Golemo C. Pal 49 10 0 29 Oct 2019
Adversarial Example in Remote Sensing Image Recognition Li Chen Guowei Zhu Qi Li Haifeng Li AAML 21 26 0 29 Oct 2019
IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong 19 107 0 28 Oct 2019
Deep Joint Source-Channel Coding for Wireless Image Retrieval Mikolaj Jankowski Deniz Gunduz K. Mikolajczyk 37 54 0 28 Oct 2019
Use of a Capsule Network to Detect Fake Images and Videos H. Nguyen Junichi Yamagishi Isao Echizen 14 184 0 28 Oct 2019
Weakly Supervised Multi-Task Learning for Cell Detection and Segmentation Alireza Chamanzar Yao Nie 27 53 0 27 Oct 2019
Non-Local ConvLSTM for Video Compression Artifact Reduction Yi Xu Longwen Gao Kai Tian Shuigeng Zhou Huyang Sun 27 67 0 27 Oct 2019
Classification of Neurodevelopmental Age in Normal Infants Using 3D-CNN based on Brain MRI M. Shabanian E. Eckstein Hao Chen J. DeVincenzo 27 11 0 27 Oct 2019
Region Mutual Information Loss for Semantic Segmentation Shuai Zhao Yang Wang Zheng Yang Deng Cai VLM 33 125 0 26 Oct 2019
Consistency Regularization for Generative Adversarial Networks Han Zhang Zizhao Zhang Augustus Odena Honglak Lee GAN 36 284 0 26 Oct 2019
JRDB: A Dataset and Benchmark of Egocentric Robot Visual Perception of Humans in Built Environments Roberto Martín-Martín Mihir Patel Hamid Rezatofighi Abhijeet Shenoi JunYoung Gwak P. Goebel A. Federman Silvio Savarese 24 23 0 25 Oct 2019
Reducing Domain Gap by Reducing Style Bias Hyeonseob Nam HyunJae Lee Jongchan Park Wonjun Yoon Donggeun Yoo 28 61 0 25 Oct 2019
Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison Dongxu Li Cristian Rodriguez-Opazo Xin Yu Hongdong Li SLR 11 430 0 24 Oct 2019
Hierarchical Prototype Learning for Zero-Shot Recognition Xingxing Zhang Shupeng Gui Zhenfeng Zhu Yao Zhao Ji Liu VLM 27 22 0 24 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 144 19,701 0 23 Oct 2019
Occlusions for Effective Data Augmentation in Image Classification Ruth C. Fong Andrea Vedaldi 30 20 0 23 Oct 2019
Semantic Segmentation of Skin Lesions using a Small Data Set B. Sirmaçek M.P.W. Kivits SSeg 28 4 0 23 Oct 2019
4-Connected Shift Residual Networks Andrew Brown Pascal Mettes Marcel Worring 3DPC 31 8 0 22 Oct 2019
WeatherNet: Recognising weather and visual conditions from street-level images using deep residual learning M. Ibrahim James Haworth T. Cheng 27 62 0 22 Oct 2019
Towards Best Practice in Explaining Neural Network Decisions with LRP M. Kohlbrenner Alexander Bauer Shinichi Nakajima Alexander Binder Wojciech Samek Sebastian Lapuschkin 22 147 0 22 Oct 2019
CPWC: Contextual Point Wise Convolution for Object Recognition Pratik Mazumder Pravendra Singh Vinay P. Namboodiri 3DPC 14 11 0 21 Oct 2019
Localization of Fake News Detection via Multitask Transfer Learning Jan Christian Blaise Cruz Julianne Agatha Tan C. Cheng 31 33 0 21 Oct 2019
CNN based Extraction of Panels/Characters from Bengali Comic Book Page Images Arpita Dutta Samit Biswas 28 11 0 21 Oct 2019
Decoupling Representation and Classifier for Long-Tailed Recognition Bingyi Kang Saining Xie Marcus Rohrbach Zhicheng Yan Albert Gordo Jiashi Feng Yannis Kalantidis OODD 111 1,193 0 21 Oct 2019
Automatic Lumbar Spinal CT Image Segmentation with a Dual Densely Connected U-Net He Tang Xiaobing Pei Shilong Huang Xin Li Chao Liu 27 16 0 21 Oct 2019
Attribute-aware Pedestrian Detection in a Crowd Jialiang Zhang Lixiang Lin Yang Li Yun-chen Chen Jianke Zhu Yao Hu Guosheng Lin 30 70 0 21 Oct 2019
Semantics for Global and Local Interpretation of Deep Neural Networks Jindong Gu Volker Tresp AI4CE 30 14 0 21 Oct 2019
Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN) Petru Soviany Claudiu Ardei Radu Tudor Ionescu Marius Leordeanu GAN 27 48 0 20 Oct 2019
Machine Learning Systems for Highly-Distributed and Rapidly-Growing Data Kevin Hsieh SyDa OOD 21 4 0 18 Oct 2019
The TCGA Meta-Dataset Clinical Benchmark Mandana Samiei Tobias Würfl T. Deleu Martin Weiss Francis Dutil T. Fevens G. Boucher S. Lemieux Joseph Paul Cohen 23 7 0 18 Oct 2019