Title
MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning Zhijun Mai Guosheng Hu Dexiong Chen Fumin Shen Heng Tao Shen 24 41 0 27 Aug 2019
Customizable Architecture Search for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Jingen Liu Ting Yao Dong Liu Tao Mei 25 142 0 26 Aug 2019
Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach Qing Lian Fengmao Lv Lixin Duan Boqing Gong SSeg 39 225 0 26 Aug 2019
Relation Distillation Networks for Video Object Detection Jiajun Deng Yingwei Pan Ting Yao Wen-gang Zhou Houqiang Li Tao Mei ObjD 108 191 0 26 Aug 2019
Residual Objectness for Imbalance Reduction Joya Chen Dong Liu Bin Luo X. Peng Tong Xu Enhong Chen ObjD 21 7 0 24 Aug 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 382 4,252 0 23 Aug 2019
Phrase Localization Without Paired Training Examples Josiah Wang Lucia Specia 35 42 0 20 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 195 3,550 0 20 Aug 2019
Density estimation in representation space to predict model uncertainty Tiago Ramalho M. Corbalan UQCV BDL 16 38 0 20 Aug 2019
Zero-Shot Grounding of Objects from Natural Language Queries Arka Sadhu Kan Chen Ram Nevatia ObjD 32 157 0 20 Aug 2019
A Fast and Accurate One-Stage Approach to Visual Grounding Zhengyuan Yang Boqing Gong Liwei Wang Wenbing Huang Dong Yu Jiebo Luo ObjD 19 361 0 18 Aug 2019
Nesterov Accelerated Gradient and Scale Invariance for Adversarial Attacks Jiadong Lin Chuanbiao Song Kun He Liwei Wang John E. Hopcroft AAML 41 555 0 17 Aug 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 39 207 0 16 Aug 2019
See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through Day-Night Image Conversion Lei Sun Kaiwei Wang Kailun Yang Kaite Xiang GAN 30 91 0 16 Aug 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 24 174 0 16 Aug 2019
Mixed High-Order Attention Network for Person Re-Identification Binghui Chen Weihong Deng Jiani Hu CVBM 24 354 0 16 Aug 2019
Adaptive Regularization of Labels Qianggang Ding Sifan Wu Hao Sun Jiadong Guo Shutao Xia ODL 24 29 0 15 Aug 2019
Few-Shot Learning with Global Class Representations Tiange Luo Aoxue Li Tao Xiang Weiran Huang Liwei Wang 24 114 0 14 Aug 2019
Visualizing Image Content to Explain Novel Image Discovery Jake H. Lee K. Wagstaff 27 3 0 14 Aug 2019
Memory-Based Neighbourhood Embedding for Visual Recognition Suichan Li Dapeng Chen B. Liu Nenghai Yu Rui Zhao 39 39 0 14 Aug 2019
Semi-Supervised Learning using Differentiable Reasoning Emile van Krieken Erman Acar F. V. Harmelen DRL 21 21 0 13 Aug 2019
Detecting semantic anomalies Faruk Ahmed Aaron Courville 19 83 0 13 Aug 2019
Domain-Specific Embedding Network for Zero-Shot Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 35 21 0 12 Aug 2019
Instance Enhancement Batch Normalization: an Adaptive Regulator of Batch Noise Senwei Liang Zhongzhan Huang Mingfu Liang Haizhao Yang 32 57 0 12 Aug 2019
Robust Online Multi-target Visual Tracking using a HISP Filter with Discriminative Deep Appearance Learning N. L. Baisa 38 23 0 11 Aug 2019
GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions Jogendra Nath Kundu Maharshi Gor Dakshit Agrawal R. Venkatesh Babu GAN 25 11 0 11 Aug 2019
Temporal Knowledge Propagation for Image-to-Video Person Re-identification Xinqian Gu Bingpeng Ma Hong Chang Shiguang Shan Xilin Chen 14 55 0 11 Aug 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Jogendra Nath Kundu Nishank Lakkakula R. Venkatesh Babu 21 59 0 11 Aug 2019
Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations Bohan Zhuang Jing Liu Mingkui Tan Lingqiao Liu Ian Reid Chunhua Shen MQ 34 45 0 10 Aug 2019
Automatic acute ischemic stroke lesion segmentation using semi-supervised learning Bin Zhao Shuxue Ding Hong Wu Guohua Liu Chen Cao Song Jin Zhiyang Liu 32 10 0 10 Aug 2019
A Mask-RCNN Baseline for Probabilistic Object Detection Phil Ammirato Alexander C. Berg 27 18 0 09 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 84 1,924 0 09 Aug 2019
Human Perceptual Evaluations for Image Compression Yash J. Patel Srikar Appalaraju R. Manmatha 21 17 0 09 Aug 2019
Hard-Mining Loss based Convolutional Neural Network for Face Recognition Yash Srivastava Vaishnav Murali S. Dubey CVBM 35 11 0 09 Aug 2019
GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing Xiaohong Liu Yongrui Ma Zhihao Shi Jun Chen 63 742 0 08 Aug 2019
Progressive Relation Learning for Group Activity Recognition Guyue Hu Bo Cui Yuan He Shan Yu 30 81 0 08 Aug 2019
Location Field Descriptors: Single Image 3D Model Retrieval in the Wild Alexander Grabner P. Roth Vincent Lepetit 3DPC 27 36 0 07 Aug 2019
Robust Learning with Jacobian Regularization Judy Hoffman Daniel A. Roberts Sho Yaida OOD AAML 25 166 0 07 Aug 2019
Progressive Transfer Learning Zhengxu Yu Long Wei Zhongming Jin Jianqiang Huang Deng Cai Xiansheng Hua VLM 26 10 0 07 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 149 3,645 0 06 Aug 2019
Semi-Supervised Adversarial Monocular Depth Estimation Rongrong Ji Ke Li Yan Wang Xiaoshuai Sun Feng Guo Xiaowei Guo Yongjian Wu Feiyue Huang Jiebo Luo GAN MDE 27 47 0 06 Aug 2019
Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation Brian Kenji Iwana Ryohei Kuroki S. Uchida FAtt 35 95 0 06 Aug 2019
Fully-automated patient-level malaria assessment on field-prepared thin blood film microscopy images, including Supplementary Information Charles B. Delahunt Mayoore S. Jaiswal M. Horning Samantha Janko Clay M. Thompson ... Elizabeth Villasis K. Tun Christine M Bachman David Bell C. Mehanian 19 18 0 05 Aug 2019
How Does Learning Rate Decay Help Modern Neural Networks? Kaichao You Mingsheng Long Jianmin Wang Michael I. Jordan 36 4 0 05 Aug 2019
Likelihood Contribution based Multi-scale Architecture for Generative Flows Hari Prasanna Das Pieter Abbeel C. Spanos DRL AI4CE 22 5 0 05 Aug 2019
Revisiting Feature Alignment for One-stage Object Detection Yuntao Chen Chenxia Han Naiyan Wang Zhaoxiang Zhang ObjD 52 71 0 05 Aug 2019
To Learn or Not to Learn: Visual Localization from Essential Matrices Qunjie Zhou Torsten Sattler Marc Pollefeys Laura Leal-Taixe SSL 24 100 0 04 Aug 2019
Attentive Normalization Xilai Li Wei Sun Tianfu Wu OOD ViT 28 31 0 04 Aug 2019
Searching for Ambiguous Objects in Videos using Relational Referring Expressions Hazan Anayurt Sezai Artun Ozyegin Ulfet Cetin Utku Aktaş Sinan Kalkan 25 9 0 03 Aug 2019
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization Christian Payer Darko Štern Horst Bischof M. Urschler 24 276 0 02 Aug 2019