Equalization Loss for Long-Tailed Object Recognition

11 March 2020

Wanli Ouyang

Papers citing "Equalization Loss for Long-Tailed Object Recognition"

50 / 252 papers shown

Title
Solutions for Fine-grained and Long-tailed Snake Species Recognition in SnakeCLEF 2022 Cheng Zou Furong Xu Meng Wang Wenqi Li Yuan Cheng 26 6 0 04 Jul 2022
Multi-Granularity Regularized Re-Balancing for Class Incremental Learning Huitong Chen Yu Wang Q. Hu CLL 27 16 0 30 Jun 2022
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification Jae-gyun Song Joonhyung Park Eunho Yang 31 52 0 26 Jun 2022
Open Vocabulary Object Detection with Proposal Mining and Prediction Equalization Peixian Chen Kekai Sheng Mengdan Zhang Mingbao Lin Yunhang Shen Shaohui Lin Bo Ren Ke Li VLM ObjD 39 27 0 22 Jun 2022
KTN: Knowledge Transfer Network for Learning Multi-person 2D-3D Correspondences Xuanhan Wang Lianli Gao Yixuan Zhou Jingkuan Song Hao Wu 3DH 24 15 0 21 Jun 2022
A Comparative Study of Confidence Calibration in Deep Learning: From Computer Vision to Medical Imaging Riqiang Gao Thomas Z. Li Yucheng Tang Zhoubing Xu M. Kammer S. Antic K. Sandler Fabien Maldonado Thomas A. Lasko Bennett Landman OOD 37 1 0 17 Jun 2022
Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets Hongxin Wei Lue Tao Renchunzi Xie Lei Feng Bo An OODD 28 37 0 17 Jun 2022
Balanced Product of Calibrated Experts for Long-Tailed Recognition Emanuel Sanchez Aimar Arvi Jonnarth M. Felsberg Marco Kuhlmann 17 22 0 10 Jun 2022
Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in Videos Sukjun Hwang Miran Heo Seoung Wug Oh Seon Joo Kim VOT 30 6 0 05 Jun 2022
Long-tailed Recognition by Learning from Latent Categories Weide Liu Zhonghua Wu Yiming Wang Henghui Ding Fayao Liu Jie Lin Guosheng Lin 45 5 0 02 Jun 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 13 123 0 27 May 2022
Learning Muti-expert Distribution Calibration for Long-tailed Video Classification Yufan Hu Junyu Gao Changsheng Xu 19 4 0 22 May 2022
ELM: Embedding and Logit Margins for Long-Tail Learning Wittawat Jitkrittum A. Menon A. S. Rawat Surinder Kumar 32 11 0 27 Apr 2022
Solving The Long-Tailed Problem via Intra- and Inter-Category Balance Renhui Zhang Tiancheng Lin Rui Zhang Yi Xu 24 4 0 20 Apr 2022
Neural Collapse Inspired Attraction-Repulsion-Balanced Loss for Imbalanced Learning Liang Xie Yibo Yang Deng Cai Xiaofei He 21 44 0 19 Apr 2022
Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding Xun Long Ng Kian Eng Ong Qichen Zheng Yun Ni S. Yeo Xiaozhong Liu VGen 21 81 0 18 Apr 2022
On Distinctive Image Captioning via Comparing and Reweighting Jiuniu Wang Wenjia Xu Qingzhong Wang Antoni B. Chan 38 16 0 08 Apr 2022
Region Rebalance for Long-Tailed Semantic Segmentation Jiequan Cui Yuhui Yuan Zhisheng Zhong Zhuotao Tian Han Hu Stephen Lin Jiaya Jia 18 18 0 05 Apr 2022
Logit Normalization for Long-tail Object Detection Liang Zhao Yao Teng Limin Wang 26 10 0 31 Mar 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition Jun Li Zichang Tan Jun Wan Zhen Lei Guodong Guo 36 85 0 29 Mar 2022
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training Likun Cai Zhi-Li Zhang Yi Zhu Li Zhang Mu Li Xiangyang Xue VLM ObjD 40 40 0 24 Mar 2022
Rebalanced Siamese Contrastive Mining for Long-Tailed Recognition Zhisheng Zhong Jiequan Cui Zeming Li Eric Lo Jian Sun Jiaya Jia SSL 15 4 0 22 Mar 2022
Hierarchical Memory Learning for Fine-Grained Scene Graph Generation Youming Deng Yansheng Li Yongjun Zhang Xiang Xiang Jian Wang Jingdong Chen Jiayi Ma 39 20 0 14 Mar 2022
Can I see an Example? Active Learning the Long Tail of Attributes and Relations Tyler L. Hayes Maximilian Nickel Christopher Kanan Ludovic Denoyer Arthur Szlam VLM 22 3 0 11 Mar 2022
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning Zhi Hou B. Yu Dacheng Tao ViT 52 59 0 03 Mar 2022
Learning with Free Object Segments for Long-Tailed Instance Segmentation Cheng Zhang Tai-Yu Pan Tianle Chen Shitian Zhao Wen-juan Fu Wei-Lun Chao VLM 38 11 0 22 Feb 2022
MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition Chao-Yuan Wu Yanghao Li K. Mangalam Haoqi Fan Bo Xiong Jitendra Malik Christoph Feichtenhofer ViT 48 198 0 20 Jan 2022
GradTail: Learning Long-Tailed Data Using Gradient-based Sample Weighting Zhao Chen Vincent Casser Henrik Kretzschmar Dragomir Anguelov 26 5 0 16 Jan 2022
Relieving Long-tailed Instance Segmentation via Pairwise Class Balance Yin-Yin He Peizhen Zhang Xiu-Shen Wei Xinming Zhang Jian Sun ISeg 32 24 0 08 Jan 2022
Detecting Twenty-thousand Classes using Image-level Supervision Xingyi Zhou Rohit Girdhar Armand Joulin Phillip Krahenbuhl Ishan Misra CLIP VLM 39 595 0 07 Jan 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection Bo-wen Li Yongqiang Yao Jingru Tan Gang Zhang F. Yu Jianwei Lu Ye Luo 39 96 0 07 Jan 2022
Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data Shenwang Jiang Jianan Li Ying Wang Bo Huang Zhang Zhang Tingfa Xu NoLa 26 31 0 30 Dec 2021
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification Beier Zhu Yulei Niu Xiansheng Hua Hanwang Zhang 19 41 0 29 Dec 2021
Federated Learning for Cross-block Oil-water Layer Identification Bingyang Chena Xingjie Zeng Weishan Zhang 32 1 0 29 Dec 2021
Margin Calibration for Long-Tailed Visual Recognition Yidong Wang Bowen Zhang Wenxin Hou Zhen Wu Jindong Wang T. Shinozaki MQ 10 27 0 14 Dec 2021
You Only Need End-to-End Training for Long-Tailed Recognition Zhiwei Zhang 15 2 0 11 Dec 2021
VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition Changyao Tian Wenhai Wang Xizhou Zhu Jifeng Dai Yu Qiao VLM 32 69 0 26 Nov 2021
Label-Aware Distribution Calibration for Long-tailed Classification Chaozheng Wang Shuzheng Gao Cuiyun Gao Pengyun Wang Wenjie Pei Lujia Pan Zenglin Xu 32 20 0 09 Nov 2021
Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective Zhengzhuo Xu Zenghao Chai Chun Yuan 65 52 0 06 Nov 2021
Which Samples Should be Learned First: Easy or Hard? Xiaoling Zhou Ou Wu 24 17 0 11 Oct 2021
Deep Long-Tailed Learning: A Survey Yifan Zhang Bingyi Kang Bryan Hooi Shuicheng Yan Jiashi Feng VLM 18 558 0 09 Oct 2021
Long-tailed Distribution Adaptation Zhiliang Peng Wei Huang Zonghao Guo Xiaosong Zhang Jianbin Jiao QiXiang Ye 26 10 0 06 Oct 2021
Self Supervision to Distillation for Long-Tailed Visual Recognition Tianhao Li Limin Wang Gangshan Wu 45 101 0 09 Sep 2021
Calibrating Class Activation Maps for Long-Tailed Visual Recognition Chi Zhang Guosheng Lin Lvlong Lai Henghui Ding Qingyao Wu 26 1 0 29 Aug 2021
Robust Long-Tailed Learning under Label Noise Tong Wei Jiang-Xin Shi Wei-Wei Tu Yu-Feng Li NoLa 22 50 0 26 Aug 2021
Towards Balanced Learning for Instance Recognition Jiangmiao Pang Kai-xiang Chen Qi Li Zhi-hai Xu H. Feng Jianping Shi Wanli Ouyang Dahua Lin ObjD 27 22 0 23 Aug 2021
Exploring Classification Equilibrium in Long-Tailed Object Detection Chengjian Feng Yujie Zhong Weilin Huang 24 92 0 17 Aug 2021
TransAction: ICL-SJTU Submission to EPIC-Kitchens Action Anticipation Challenge 2021 Xiao Gu Jianing Qiu Yao Guo Benny Lo Guang-Zhong Yang 19 12 0 28 Jul 2021
Parametric Contrastive Learning Jiequan Cui Zhisheng Zhong Shu-Lin Liu Bei Yu Jiaya Jia 30 269 0 26 Jul 2021
Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition Yifan Zhang Bryan Hooi Lanqing Hong Jiashi Feng 22 126 0 20 Jul 2021