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
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification Beini Xie Heng Chang Ziwei Zhang Zeyang Zhang Simin Wu Xin Wang Yuan Meng Wenwu Zhu 80 3 0 24 Jun 2024
VideoLLM-online: Online Video Large Language Model for Streaming Video Joya Chen Zhaoyang Lv Shiwei Wu Kevin Qinghong Lin Chenan Song Difei Gao Jia-Wei Liu Ziteng Gao Dongxing Mao Mike Zheng Shou MLLM MoMe 135 59 0 17 Jun 2024
SegHist: A General Segmentation-based Framework for Chinese Historical Document Text Line Detection Xingjian Hu Baole Wei Liangcai Gao Jun Wang 63 0 0 17 Jun 2024
Small Scale Data-Free Knowledge Distillation He Liu Yikai Wang Huaping Liu Fuchun Sun Anbang Yao 75 10 0 12 Jun 2024
Perturbation Towards Easy Samples Improves Targeted Adversarial Transferability Junqi Gao Biqing Qi Yao Li Zhichang Guo Dong Li Yuming Xing Dazhi Zhang AAML 75 7 0 08 Jun 2024
Generative Active Learning for Long-tailed Instance Segmentation Muzhi Zhu Chengxiang Fan Hao Chen Yongxu Liu Weian Mao Xiaogang Xu Chunhua Shen 95 5 0 04 Jun 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 86 28 0 30 May 2024
Boosting Protein Language Models with Negative Sample Mining Yaoyao Xu Xinjian Zhao Xiaozhuang Song Benyou Wang Tianshu Yu 79 0 0 28 May 2024
Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model Chen Huang Yang Deng Wenqiang Lei Jiancheng Lv Ido Dagan 77 4 0 20 May 2024
Double Correction Framework for Denoising Recommendation Zhuangzhuang He Yifan Wang Yonghui Yang Peijie Sun Le Wu Haoyue Bai Jinqi Gong Richang Hong Min Zhang 92 24 0 18 May 2024
Fourier Boundary Features Network with Wider Catchers for Glass Segmentation Xiaolin Qin Jiacen Liu Qianlei Wang Shaolin Zhang Fei Zhu Zhang Yi 69 0 0 15 May 2024
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training Yulin Wang Yang Yue Rui Lu Yizeng Han Shiji Song Gao Huang VLM 114 12 0 14 May 2024
Fast Computation of Superquantile-Constrained Optimization Through Implicit Scenario Reduction Jake Roth Ying Cui 53 2 0 13 May 2024
FAD-SAR: A Novel Fishing Activity Detection System via Synthetic Aperture Radar Images Based on Deep Learning Method Yanbing Bai Siao Li Rui-Yang Ju Zihao Yang Jinze Yu Jen-Shiun Chiang 35 0 0 28 Apr 2024
MorphText: Deep Morphology Regularized Arbitrary-shape Scene Text Detection Chengpei Xu Wenjing Jia Ruomei Wang Xiaonan Luo Xiangjian He 58 0 0 26 Apr 2024
Self-Balanced R-CNN for Instance Segmentation L. Rossi Akbar Karimi Andrea Prati ISeg SSeg 80 9 0 25 Apr 2024
Not All Voxels Are Equal: Hardness-Aware Semantic Scene Completion with Self-Distillation Song Wang Jiawei Yu Wentong Li Wenyu Liu Xiaolu Liu Junbo Chen Jianke Zhu 122 22 0 18 Apr 2024
LAECIPS: Large Vision Model Assisted Adaptive Edge-Cloud Collaboration for IoT-based Embodied Intelligence System Shijing Hu Ruijun Deng Xin Du Zhihui Lu Qiang Duan Yi He VLM 141 5 0 16 Apr 2024
LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation Songkai Sun Qingshan She Yuliang Ma Rihui Li Yingchun Zhang MedIm 64 1 0 11 Apr 2024
Multi-Label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples Ao Zhou Bin Liu Jin Wang Grigorios Tsoumakas 61 2 0 27 Mar 2024
Dual-modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System Jing Li Lu Bai Bi-Hong Yang Chang Li Lingfei Ma Lixin Cui Edwin R. Hancock 102 1 0 24 Mar 2024
Weak Supervision with Arbitrary Single Frame for Micro- and Macro-expression Spotting Wang-Wang Yu Xian-Shi Zhang Fuya Luo Yijun Cao Kai-Fu Yang Hong-Mei Yan Yong-Jie Li 94 1 0 21 Mar 2024
When Semantic Segmentation Meets Frequency Aliasing Linwei Chen Lin Gu Ying Fu 110 6 0 14 Mar 2024
Class Imbalance in Object Detection: An Experimental Diagnosis and Study of Mitigation Strategies Nieves Crasto ObjD 99 6 0 11 Mar 2024
OccFusion: Depth Estimation Free Multi-sensor Fusion for 3D Occupancy Prediction Ji Zhang Yiran Ding Zixin Liu 3DPC 140 10 0 08 Mar 2024
Task Attribute Distance for Few-Shot Learning: Theoretical Analysis and Applications Minyang Hu Hong Chang Zong Guo Bingpeng Ma Shiguang Shan Xilin Chen VLM 107 1 0 06 Mar 2024
Are Dense Labels Always Necessary for 3D Object Detection from Point Cloud? Chenqiang Gao Chuandong Liu Jun Shu Fangcen Liu Jiang-Dong Liu Luyu Yang Xinbo Gao Deyu Meng 80 2 0 05 Mar 2024
Deep Common Feature Mining for Efficient Video Semantic Segmentation Yaoyan Zheng Hongyu Yang Di Huang 77 0 0 05 Mar 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications Zhen Yang Ming Ding Tinglin Huang Yukuo Cen Junshuai Song Bin Xu Yuxiao Dong Jie Tang 120 12 0 27 Feb 2024
Investigating Deep Watermark Security: An Adversarial Transferability Perspective Biqing Qi Junqi Gao Yiang Luo Jianxing Liu Ligang Wu Bowen Zhou AAML 58 3 0 26 Feb 2024
GraphKD: Exploring Knowledge Distillation Towards Document Object Detection with Structured Graph Creation Ayan Banerjee Sanket Biswas Josep Lladós Umapada Pal 117 2 0 17 Feb 2024
Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation S. Landgraf Markus Hillemann Theodor Kapler Markus Ulrich UQCV 70 9 0 16 Feb 2024
Understanding the Training Speedup from Sampling with Approximate Losses Rudrajit Das Xi Chen Bertram Ieong Parikshit Bansal Sujay Sanghavi 51 2 0 10 Feb 2024
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss Ruijie Zheng Yongyuan Liang Xiyao Wang Shuang Ma Hal Daumé Huazhe Xu John Langford Praveen Palanisamy Kalyan Shankar Basu Furong Huang 103 8 0 09 Feb 2024
Ray Denoising: Depth-aware Hard Negative Sampling for Multi-view 3D Object Detection Feng Liu Tengteng Huang Qianjing Zhang Haotian Yao Chi Zhang Fang Wan QiXiang Ye Yanzhao Zhou 95 15 0 06 Feb 2024
Exploiting Low-level Representations for Ultra-Fast Road Segmentation Huan Zhou Feng Xue Yucong Li Shi Gong Yiqun Li Yu Zhou AI4TS SSeg 110 4 0 04 Feb 2024
Multi-Level Aggregation and Recursive Alignment Architecture for Efficient Parallel Inference Segmentation Network Yanhua Zhang Ke Zhang Jingyu Wang Yulin Wu Wuwei Wang 71 0 0 03 Feb 2024
Robust Multi-Task Learning with Excess Risks Yifei He Shiji Zhou Guojun Zhang Hyokun Yun Yi Tian Xu Belinda Zeng Trishul Chilimbi Han Zhao 83 11 0 03 Feb 2024
UniVIE: A Unified Label Space Approach to Visual Information Extraction from Form-like Documents Kai Hu Jiawei Wang Weihong Lin Zhuoyao Zhong Lei-huan Sun Qiang Huo 65 1 0 17 Jan 2024
Exploring Self- and Cross-Triplet Correlations for Human-Object Interaction Detection Weibo Jiang Weihong Ren Jiandong Tian Liangqiong Qu Zhiyong Wang Honghai Liu 77 4 0 11 Jan 2024
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective Haoyi Xiong Xuhong Li Xiaofei Zhang Jiamin Chen Xinhao Sun Yuchen Li Zeyi Sun Jundong Li XAI 136 9 0 09 Jan 2024
Distribution-aware Interactive Attention Network and Large-scale Cloud Recognition Benchmark on FY-4A Satellite Image Jiaqing Zhang Jie Lei Weiying Xie Kai Jiang Mingxiang Cao Yunsong Li 55 3 0 06 Jan 2024
Generating Enhanced Negatives for Training Language-Based Object Detectors Shiyu Zhao Long Zhao Vijay Kumar B.G Yumin Suh Dimitris N. Metaxas Manmohan Chandraker S. Schulter ObjD VLM 112 6 0 29 Dec 2023
FerKD: Surgical Label Adaptation for Efficient Distillation Zhiqiang Shen 73 4 0 29 Dec 2023
GRSDet: Learning to Generate Local Reverse Samples for Few-shot Object Detection Hefei Mei Taijin Zhao Shiyuan Tang Heqian Qiu Lanxiao Wang Minjian Zhang Fanman Meng Hongliang Li ObjD 83 1 0 27 Dec 2023
Universal Noise Annotation: Unveiling the Impact of Noisy annotation on Object Detection Kwang-seok Ryoo Yeonsik Jo Seungjun Lee Mira Kim Ahra Jo S. Kim Seungryong Kim Soonyoung Lee NoLa 87 1 0 21 Dec 2023
Bootstrap Masked Visual Modeling via Hard Patches Mining Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tiancai Wang Xiangyu Zhang Zhaoxiang Zhang 81 5 0 21 Dec 2023
EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering Junjue Wang Zhuo Zheng Zihang Chen A. Ma Yanfei Zhong 54 24 0 19 Dec 2023
HiER: Highlight Experience Replay for Boosting Off-Policy Reinforcement Learning Agents Dániel Horváth Jesús Bujalance Martín Ferenc Gàbor Erdos Z. Istenes Fabien Moutarde OffRL 57 1 0 14 Dec 2023
Semi-supervised Semantic Segmentation Meets Masked Modeling:Fine-grained Locality Learning Matters in Consistency Regularization W. Pan Zhe Xu Jiangpeng Yan Zihan Wu Raymond Kai-Yu Tong Xiu Li Jianhua Yao ISeg 60 1 0 14 Dec 2023