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
MCFNet: Multi-scale Covariance Feature Fusion Network for Real-time Semantic Segmentation Xiaojie Fang Xingguo Song Xiangyin Meng Xu Fang Sheng Jin 45 0 0 12 Dec 2023
Two-Stage Adaptive Network for Semi-Supervised Cross-Domain Crater Detection under Varying Scenario Distributions Yifan Liu Tiecheng Song Chengye Xian Ruiyuan Chen Yi Zhao Rui Li Tan Guo 99 1 0 11 Dec 2023
Virtual Category Learning: A Semi-Supervised Learning Method for Dense Prediction with Extremely Limited Labels Changrui Chen Jungong Han Kurt Debattista 96 31 0 02 Dec 2023
Accelerating Neural Field Training via Soft Mining Shakiba Kheradmand Daniel Rebain Gopal Sharma Hossam N. Isack Abhishek Kar Andrea Tagliasacchi Kwang Moo Yi 81 4 0 29 Nov 2023
Class Uncertainty: A Measure to Mitigate Class Imbalance Z. S. Baltaci K. Oksuz S. Kuzucu K. Tezoren B. K. Konar A. Ozkan Emre Akbas Sinan Kalkan 172 2 0 23 Nov 2023
Instance-aware 3D Semantic Segmentation powered by Shape Generators and Classifiers Bo Sun Qixing Huang Xiangru Huang 3DV 3DPC 65 0 0 21 Nov 2023
On the Importance of Large Objects in CNN Based Object Detection Algorithms Ahmed Ben Saad Gabriele Facciolo Axel Davy ObjD 40 2 0 20 Nov 2023
Cup Curriculum: Curriculum Learning on Model Capacity Luca Scharr Vanessa Toborek 25 0 0 07 Nov 2023
Image Recognition of Oil Leakage Area Based on Logical Semantic Discrimination Weiying Lin Cheng Liu Xin Zhang Zhen Wei Sizhe Li Xun Ma 83 0 0 03 Nov 2023
Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks Jiarong Xu Renhong Huang Xin Jiang Yuxuan Cao Carl Yang Chunping Wang Yang Yang AI4CE 119 15 0 02 Nov 2023
M2T2: Multi-Task Masked Transformer for Object-centric Pick and Place Wentao Yuan Adithyavairavan Murali Arsalan Mousavian Dieter Fox 104 24 0 02 Nov 2023
Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic Segmentation Liang Liao Liang Wan Ming-Je Liu Shusheng Li 110 3 0 31 Oct 2023
Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First Zhengwu Zhang Junxiang Wang Liang Zhao 75 13 0 28 Oct 2023
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models Lihe Yang Xiaogang Xu Bingyi Kang Yinghuan Shi Hengshuang Zhao 90 46 0 23 Oct 2023
Deep MDP: A Modular Framework for Multi-Object Tracking Abhineet Singh VOT 75 0 0 22 Oct 2023
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset Weijie Liu Xiaoxi Zhang Jingpu Duan Carlee Joe-Wong Zhi Zhou Xu Chen 78 9 0 20 Oct 2023
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 114 4 0 20 Oct 2023
Joint object detection and re-identification for 3D obstacle multi-camera systems Irene Cortés Jorge Beltrán A. D. L. Escalera Fernando García 3DPC 65 0 0 09 Oct 2023
Low-Resolution Self-Attention for Semantic Segmentation Yu-Huan Wu Shi-Chen Zhang Yun-Hai Liu Le Zhang Xin Zhan Daquan Zhou Jiashi Feng Ming-Ming Cheng Liangli Zhen ViT 222 3 0 08 Oct 2023
Investigating the Limitation of CLIP Models: The Worst-Performing Categories Jiejing Shao Jiang-Xin Shi Xiao-Wen Yang Lan-Zhe Guo Yu-Feng Li VLM 98 13 0 05 Oct 2023
TransRadar: Adaptive-Directional Transformer for Real-Time Multi-View Radar Semantic Segmentation Yahia Dalbah Jean Lahoud Hisham Cholakkal 75 9 0 03 Oct 2023
Revisiting Cephalometric Landmark Detection from the view of Human Pose Estimation with Lightweight Super-Resolution Head Qian Wu Siyong Yeo Yufei Chen Jing Liu 88 5 0 29 Sep 2023
Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation Yizhe Xiong Hui Chen Zijia Lin Sicheng Zhao Guiguang Ding 96 8 0 27 Sep 2023
Tackling the Incomplete Annotation Issue in Universal Lesion Detection Task By Exploratory Training Xiaoyu Bai Benteng Ma Changyang Li Yong-quan Xia 114 0 0 23 Sep 2023
Efficient Long-Short Temporal Attention Network for Unsupervised Video Object Segmentation P. Li Yu Zhang L. Yuan Huaxin Xiao Binbin Lin Xianghua Xu VOS 77 18 0 21 Sep 2023
Dual Student Networks for Data-Free Model Stealing James Beetham Navid Kardan Ajmal Mian M. Shah 117 18 0 18 Sep 2023
Robust Backdoor Attacks on Object Detection in Real World Yaguan Qian Boyuan Ji Shuke He Shenhui Huang Xiang Ling Bin Wang Wen Wang 100 4 0 16 Sep 2023
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration Rachneet Sachdeva Martin Tutek Iryna Gurevych OODD 102 13 0 14 Sep 2023
Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning Guan Gui Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi AAML 86 7 0 07 Sep 2023
Traffic Light Recognition using Convolutional Neural Networks: A Survey Svetlana Pavlitska Nico Lambing Ashok Kumar Bangaru J. Marius Zöllner 59 6 0 05 Sep 2023
Towards Robust Plant Disease Diagnosis with Hard-sample Re-mining Strategy Q. H. Cap Atsushi Fukuda S. Kagiwada H. Uga Nobusuke Iwasaki Hitoshi Iyatomi 76 8 0 05 Sep 2023
CL-MAE: Curriculum-Learned Masked Autoencoders Neelu Madan Nicolae-Cătălin Ristea Kamal Nasrollahi T. Moeslund Radu Tudor Ionescu 91 12 0 31 Aug 2023
Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification Geon Lee Sanghoon Lee Dohyung Kim Y. Shin Yongsang Yoon Bumsub Ham 68 28 0 23 Aug 2023
TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective Jun Dan Yang Liu Haoyu Xie Jiankang Deng H. Xie Xuansong Xie Baigui Sun ViT 102 25 0 20 Aug 2023
DatasetEquity: Are All Samples Created Equal? In The Quest For Equity Within Datasets Shubham Shrivastava Xianling Zhang Sushruth Nagesh Armin Parchami 37 1 0 19 Aug 2023
Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition Xuanyu Yi Jiajun Deng Qianru Sun Xiansheng Hua J. Lim Hanwang Zhang 3DPC 60 14 0 18 Aug 2023
ResQ: Residual Quantization for Video Perception Davide Abati H. Yahia Markus Nagel A. Habibian MQ 38 2 0 18 Aug 2023
Deep Boosting Multi-Modal Ensemble Face Recognition with Sample-Level Weighting Sahar Rahimi Malakshan Mohammad Saeed Ebrahimi Saadabadi Nima Najafzadeh Nasser M. Nasrabadi CVBM 56 1 0 18 Aug 2023
Improving Anomaly Segmentation with Multi-Granularity Cross-Domain Alignment Ji Zhang Xiao-Jun Wu Zhi-Qi Cheng Qin He Wei Li 76 5 0 16 Aug 2023
Benchmarking Adversarial Robustness of Compressed Deep Learning Models Brijesh Vora Kartik Patwari Syed Mahbub Hafiz Zubair Shafiq Chen-Nee Chuah AAML 70 2 0 16 Aug 2023
Monitoring of Urban Changes with multi-modal Sentinel 1 and 2 Data in Mariupol, Ukraine, in 2022/23 Georg Zitzlsberger M. Podhorányi 64 0 0 11 Aug 2023
Towards Packaging Unit Detection for Automated Palletizing Tasks Markus Völk Kilian Kleeberger Werner Kraus Richard Bormann 36 0 0 11 Aug 2023
Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI N. Merkle R. Bahmanyar C. Henry S. Azimi X. Yuan ... V. Gstaiger S. Auer A. Schneibel M. Wieland Thomas J. Kraft 46 6 0 09 Aug 2023
FocalFormer3D : Focusing on Hard Instance for 3D Object Detection Yilun Chen Zhiding Yu Yukang Chen Shiyi Lan Anima Anandkumar Jiaya Jia J. Álvarez 3DPC 101 51 0 08 Aug 2023
Scope Loss for Imbalanced Classification and RL Exploration Hasham Burhani Xiaolong Shi Jonathan Jaegerman Daniel Balicki 63 0 0 08 Aug 2023
Balanced Classification: A Unified Framework for Long-Tailed Object Detection Tianhao Qi Hongtao Xie P. Li Jiannan Ge Yongdong Zhang 139 13 0 04 Aug 2023
Hard Adversarial Example Mining for Improving Robust Fairness Chenhao Lin Xiang Ji Yulong Yang Q. Li Chao Shen Run Wang Liming Fang AAML 54 2 0 03 Aug 2023
Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation Yongkang He Mingjin Chen Zhi-Yi Yang Yongyi Lu 78 2 0 02 Aug 2023
Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification Wenhao Tang Sheng Huang Xiaoxian Zhang Fengtao Zhou Yi Zhang Bo Liu 114 48 0 28 Jul 2023
Cos R-CNN for Online Few-shot Object Detection G. P. Data Henry Howard-Jenkins D. W. Murray V. Prisacariu ObjD 41 1 0 25 Jul 2023