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"

50 / 512 papers shown

Title
On the Importance of Large Objects in CNN Based Object Detection Algorithms Ahmed Ben Saad Gabriele Facciolo Axel Davy ObjD 19 2 0 20 Nov 2023
Cup Curriculum: Curriculum Learning on Model Capacity Luca Scharr Vanessa Toborek 12 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 21 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 31 14 0 02 Nov 2023
M2T2: Multi-Task Masked Transformer for Object-centric Pick and Place Wentao Yuan Adithyavairavan Murali Arsalan Mousavian Dieter Fox 43 19 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 13 3 0 31 Oct 2023
Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First Zhengwu Zhang Junxiang Wang Liang Zhao 37 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 21 45 0 23 Oct 2023
Deep MDP: A Modular Framework for Multi-Object Tracking Abhineet Singh VOT 18 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 18 7 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 24 3 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 17 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 32 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 26 10 0 05 Oct 2023
TransRadar: Adaptive-Directional Transformer for Real-Time Multi-View Radar Semantic Segmentation Yahia Dalbah Jean Lahoud Hisham Cholakkal 11 6 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 J. Liu 29 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 30 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 17 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 26 17 0 21 Sep 2023
Dual Student Networks for Data-Free Model Stealing James Beetham Navid Kardan Ajmal Saeed Mian M. Shah 42 17 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 39 3 0 16 Sep 2023
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration Rachneet Sachdeva Martin Tutek Iryna Gurevych OODD 10 10 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 23 7 0 07 Sep 2023
Traffic Light Recognition using Convolutional Neural Networks: A Survey Svetlana Pavlitska Nico Lambing Ashok Kumar Bangaru J. Marius Zöllner 23 5 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 22 8 0 05 Sep 2023
CL-MAE: Curriculum-Learned Masked Autoencoders Neelu Madan Nicolae-Cătălin Ristea Kamal Nasrollahi T. Moeslund Radu Tudor Ionescu 17 10 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 18 27 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 20 21 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 16 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 13 14 0 18 Aug 2023
ResQ: Residual Quantization for Video Perception Davide Abati H. Yahia Markus Nagel A. Habibian MQ 13 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 14 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 25 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 19 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 13 0 0 11 Aug 2023
Towards Packaging Unit Detection for Automated Palletizing Tasks Markus Völk Kilian Kleeberger Werner Kraus Richard Bormann 22 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 13 3 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 29 48 0 08 Aug 2023
Scope Loss for Imbalanced Classification and RL Exploration Hasham Burhani Xiaolong Shi Jonathan Jaegerman Daniel Balicki 14 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 18 11 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 22 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 26 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 26 39 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 14 1 0 25 Jul 2023
U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation S. Landgraf Markus Hillemann Kira Wursthorn Markus Ulrich SSeg UQCV 19 6 0 19 Jul 2023
Towards Task Sampler Learning for Meta-Learning Jingyao Wang Wenwen Qiang Xingzhe Su Changwen Zheng Fuchun Sun Hui Xiong 22 9 0 18 Jul 2023
PseudoCell: Hard Negative Mining as Pseudo Labeling for Deep Learning-Based Centroblast Cell Detection Narongrid Seesawad Piyalitt Ittichaiwong Thapanun Sudhawiyangkul Phattarapong Sawangjai P. Thuwajit ... N. Angkathunyakul Narit Hnoohom Sumeth Yuenyong C. Thuwajit Theerawit Wilaiprasitporn 11 1 0 06 Jul 2023
Seeing is not Believing: An Identity Hider for Human Vision Privacy Protection Tao Wang Yushu Zhang Zixuan Yang Hua Zhang Zhongyun Hua PICV CVBM 37 7 0 02 Jul 2023
Real-time High-Resolution Neural Network with Semantic Guidance for Crack Segmentation Yongshang Li Ronggui Ma Han Liu Gaoli Cheng SSeg 14 29 0 01 Jul 2023
A systematic study of the foreground-background imbalance problem in deep learning for object detection Han Gu Haoyu Dong N. Konz Maciej Mazurowski ObjD 20 3 0 28 Jun 2023