Training Region-based Object Detectors with Online Hard Example Mining

12 April 2016

Papers citing "Training Region-based Object Detectors with Online Hard Example Mining"

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Title
Multi Receptive Field Network for Semantic Segmentation Jianlong Yuan Zelu Deng Shu Wang Zhenbo Luo SSeg 69 24 0 17 Nov 2020
Dual ResGCN for Balanced Scene GraphGeneration Jingyi Zhang Yong Zhang Baoyuan Wu Yanbo Fan Fumin Shen Heng Tao Shen 67 12 0 09 Nov 2020
Real-time Semantic Segmentation with Context Aggregation Network M. Yang Saumya Kumaar Ye Lyu F. Nex SSeg 116 63 0 02 Nov 2020
Dynamic Data Selection for Curriculum Learning via Ability Estimation John P. Lalor Hong-ye Yu 61 24 0 30 Oct 2020
$P^2$ Net: Augmented Parallel-Pyramid Net for Attention Guided Pose Estimation Luanxuan Hou Jie Cao Yuan Zhao Haifeng Shen Jian-Bo Tang Ran He 42 2 0 26 Oct 2020
A Survey on Curriculum Learning Xin Eric Wang Yudong Chen Wenwu Zhu SyDa 95 22 0 25 Oct 2020
Restoring Negative Information in Few-Shot Object Detection Yukuan Yang Fangyun Wei Miaojing Shi Guoqi Li ObjD 111 62 0 22 Oct 2020
Learning Loss for Test-Time Augmentation Ildoo Kim Younghoon Kim Sungwoong Kim OOD 83 92 0 22 Oct 2020
SWIPENET: Object detection in noisy underwater images Long Chen Feixiang Zhou Shengke Wang Junyu Dong Ning Li Haiping Ma Xin Wang Huiyu Zhou 97 18 0 19 Oct 2020
MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler Zhining Liu Pengfei Wei Jing Jiang Wei Cao Jiang Bian Yi-Ju Chang 61 65 0 17 Oct 2020
Are all negatives created equal in contrastive instance discrimination? Tiffany Cai Jonathan Frankle D. Schwab Ari S. Morcos SSL 78 83 0 13 Oct 2020
Adaptive Self-training for Few-shot Neural Sequence Labeling Yaqing Wang Subhabrata Mukherjee Haoda Chu Yuancheng Tu Ming Wu Jing Gao Ahmed Hassan Awadallah VLM 54 34 0 07 Oct 2020
Addressing Class Imbalance in Scene Graph Parsing by Learning to Contrast and Score He Huang Shunta Saito Yuta Kikuchi Eiichi Matsumoto Wei Tang Philip S. Yu 36 5 0 28 Sep 2020
The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances Hang Du Hailin Shi Dan Zeng Xiaoping Zhang Tao Mei OOD 142 120 0 28 Sep 2020
Causal Intervention for Weakly-Supervised Semantic Segmentation Dong Zhang Hanwang Zhang Jinhui Tang Xiansheng Hua Qianru Sun CML ISeg 128 455 0 26 Sep 2020
Local Context Attention for Salient Object Segmentation Jing Tan Pengfei Xiong Yuwen He Kuntao Xiao Zhengyi Lv 118 7 0 24 Sep 2020
Representation Learning from Limited Educational Data with Crowdsourced Labels Wentao Wang Guowei Xu Wenbiao Ding Gale Yan Huang Guoliang Li Jiliang Tang Zitao Liu SSL 118 13 0 23 Sep 2020
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics Swabha Swayamdipta Roy Schwartz Nicholas Lourie Yizhong Wang Hannaneh Hajishirzi Noah A. Smith Yejin Choi 147 452 0 22 Sep 2020
Progressive Semantic-Aware Style Transformation for Blind Face Restoration Chaofeng Chen Xiaoming Li Lingbo Yang Xianhui Lin Lei Zhang Kwan-Yee K. Wong CVBM 95 155 0 18 Sep 2020
BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation Haisheng Su Weihao Gan Wei Wu Yu Qiao Junjie Yan 149 125 0 15 Sep 2020
GINet: Graph Interaction Network for Scene Parsing Tianyi Wu Yu Lu Yu Zhu Chuang Zhang Ming Wu Zhanyu Ma G. Guo GNN 64 37 0 14 Sep 2020
Active Contrastive Learning of Audio-Visual Video Representations Shuang Ma Zhaoyang Zeng Daniel J. McDuff Yale Song VLM SSL 60 8 0 31 Aug 2020
Background Splitting: Finding Rare Classes in a Sea of Background Ravi Teja Mullapudi Fait Poms W. Mark Deva Ramanan Kayvon Fatahalian VLM 91 10 0 28 Aug 2020
Robust Character Labeling in Movie Videos: Data Resources and Self-supervised Feature Adaptation Krishna Somandepalli Rajat Hebbar Shrikanth Narayanan CVBM 56 5 0 25 Aug 2020
Self-Competitive Neural Networks Iman Saberi Fathiyeh Faghih AAML 18 0 0 22 Aug 2020
Detecting natural disasters, damage, and incidents in the wild Ethan Weber Nuria Marzo Dim P. Papadopoulos A. Biswas Àgata Lapedriza Ferda Ofli Muhammad Imran Antonio Torralba 75 56 0 20 Aug 2020
AP-Loss for Accurate One-Stage Object Detection Kean Chen Weiyao Lin Jianguo Li John See Ji Wang Junni Zou ObjD 92 66 0 17 Aug 2020
Which Strategies Matter for Noisy Label Classification? Insight into Loss and Uncertainty Wonyoung Shin Jung-Woo Ha Shengzhe Li Yongwoo Cho Hoyean Song Sunyoung Kwon NoLa 51 9 0 14 Aug 2020
Unravelling Small Sample Size Problems in the Deep Learning World Rohit Keshari Soumyadeep Ghosh S. Chhabra Mayank Vatsa Richa Singh 102 33 0 08 Aug 2020
Salvage Reusable Samples from Noisy Data for Robust Learning Zeren Sun Xiansheng Hua Yazhou Yao Xiu-Shen Wei Guosheng Hu Jian Zhang NoLa 126 41 0 06 Aug 2020
MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos Murari Mandal L. Kumar Santosh Kumar Vipparthi 85 49 0 04 Aug 2020
Reducing Label Noise in Anchor-Free Object Detection Nermin Samet Samet Hicsonmez Emre Akbas ObjD 55 6 0 03 Aug 2020
Monocular Real-Time Volumetric Performance Capture Ruilong Li Yuliang Xiu Shunsuke Saito Zeng Huang Kyle Olszewski Hao Li 3DH 159 93 0 28 Jul 2020
A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds Yi Wang Junhui Hou Xinyu Hou Lap-Pui Chau 3DPC 130 92 0 25 Jul 2020
A Solution to Product detection in Densely Packed Scenes Tianze Rong Yanjia Zhu Hongxiang Cai Yichao Xiong 57 7 0 23 Jul 2020
Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets Tian Chen S. An Yuan Zhang Chongyang Ma Huayan Wang Xiaoyan Guo Wen Zheng MDE 77 31 0 22 Jul 2020
Balance Scene Learning Mechanism for Offshore and Inshore Ship Detection in SAR Images Tianwen Zhang Xiaoling Zhang Jun Shi Shunjun Wei Jianguo Wang Jianwei Li Hao Su Yue Zhou 24 63 0 21 Jul 2020
NPCFace: Negative-Positive Collaborative Training for Large-scale Face Recognition Dan Zeng Hailin Shi Hang Du Jun Wang Zhen Lei Tao Mei CVBM 48 13 0 20 Jul 2020
Complementary Boundary Generator with Scale-Invariant Relation Modeling for Temporal Action Localization: Submission to ActivityNet Challenge 2020 Haisheng Su Jinyuan Feng Hao Shao Zhenyu Jiang Manyuan Zhang Wei Wu Yu Liu Hongsheng Li Junjie Yan 29 0 0 20 Jul 2020
Class-wise Dynamic Graph Convolution for Semantic Segmentation Hanzhe Hu Deyi Ji Weihao Gan Shuai Bai Wei Wu Junjie Yan GNN SSeg 82 94 0 19 Jul 2020
Character Region Attention For Text Spotting Youngmin Baek Seung Shin Jeonghun Baek Sungrae Park Junyeop Lee Daehyun Nam Hwalsuk Lee 90 72 0 19 Jul 2020
Adaptive Task Sampling for Meta-Learning Chenghao Liu Zhihao Wang Doyen Sahoo Yuan Fang Kun Zhang Guosheng Lin 104 55 0 17 Jul 2020
Preserving Semantic Neighborhoods for Robust Cross-modal Retrieval Christopher Thomas Adriana Kovashka 128 41 0 16 Jul 2020
Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning Yawen Wu Zhepeng Wang Yiyu Shi Jiaxi Hu 74 46 0 07 Jul 2020
Tilted Empirical Risk Minimization Tian Li Ahmad Beirami Maziar Sanjabi Virginia Smith 91 135 0 02 Jul 2020
Weak Supervision and Referring Attention for Temporal-Textual Association Learning Zhiyuan Fang Shu Kong Zhe Wang Charless C. Fowlkes Yezhou Yang 68 17 0 21 Jun 2020
Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations Mahmoud Assran Nicolas Ballas Lluis Castrejon Michael G. Rabbat SSL 31 3 0 18 Jun 2020
Foreground-Background Imbalance Problem in Deep Object Detectors: A Review Joya Chen Qi Wu Dong Liu Tong Xu ObjD 52 24 0 16 Jun 2020
HRDNet: High-resolution Detection Network for Small Objects Ziming Liu Guangyu Gao Lin Sun Zhiyuan Fang ObjD 77 108 0 13 Jun 2020
Learning a Unified Sample Weighting Network for Object Detection Qi Cai Yingwei Pan Yu Wang Jingen Liu Ting Yao Tao Mei 57 31 0 11 Jun 2020