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Adjusting Logit in Gaussian Form for Long-Tailed Visual Recognition

18 May 2023

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Papers citing "Adjusting Logit in Gaussian Form for Long-Tailed Visual Recognition"

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Title
Mitigating Spurious Correlations with Causal Logit Perturbation Xiaoling Zhou Wei Ye Rui Xie Shikun Zhang CML 89 0 0 21 May 2025
Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration Li Pan Yupei Zhang Qiushi Yang Tan Li Zhen Chen 97 0 0 05 Feb 2025
Semi-Supervised and Long-Tailed Object Detection with CascadeMatch Yuhang Zang Kaiyang Zhou Chen Huang Chen Change Loy 70 13 0 24 May 2023
Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment Mengke Li Yiu-ming Cheung Yang Lu 133 100 0 19 May 2023
Feature-Balanced Loss for Long-Tailed Visual Recognition Mengke Li Y. Cheung Juyong Jiang CVBM 62 14 0 18 May 2023
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation Yang Jin Mengke Li Yang Lu Y. Cheung Hanzi Wang 90 26 0 03 Apr 2023
Class-Difficulty Based Methods for Long-Tailed Visual Recognition Saptarshi Sinha Hiroki Ohashi Katsuyuki Nakamura 133 32 0 29 Jul 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 91 131 0 27 May 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition Jun Li Zichang Tan Jun Wan Zhen Lei Guodong Guo 75 89 0 29 Mar 2022
Knowledge Distillation with the Reused Teacher Classifier Defang Chen Jianhan Mei Hailin Zhang C. Wang Yan Feng Chun-Yen Chen 82 170 0 26 Mar 2022
CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving Kaican Li Kai Chen Haoyu Wang Lanqing Hong Chao Ye ... Chunjing Xu Dit-Yan Yeung Xiaodan Liang Zhenguo Li Hang Xu 86 103 0 15 Mar 2022
Backdoor Defense via Decoupling the Training Process Kunzhe Huang Yiming Li Baoyuan Wu Zhan Qin Kui Ren AAML FedML 60 194 0 05 Feb 2022
Targeted Supervised Contrastive Learning for Long-Tailed Recognition Tianhong Li Peng Cao Yuan. Yuan Lijie Fan Yuzhe Yang Rogerio Feris Piotr Indyk Dina Katabi 113 183 0 27 Nov 2021
Trustworthy Long-Tailed Classification Bolian Li Zongbo Han Haining Li Huazhu Fu Changqing Zhang EDL 56 73 0 17 Nov 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 101 22 0 23 Aug 2021
ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot Jiarui Cai Yizhou Wang Lei Li OODD 115 140 0 05 Aug 2021
Parametric Contrastive Learning Jiequan Cui Zhisheng Zhong Shu Liu Bei Yu Jiaya Jia 89 281 0 26 Jul 2021
RSG: A Simple but Effective Module for Learning Imbalanced Datasets Jianfeng Wang Thomas Lukasiewicz Xiaolin Hu Jianfei Cai Zhenghua Xu SyDa 85 87 0 18 Jun 2021
Adaptive Class Suppression Loss for Long-Tail Object Detection Tong Wang Yousong Zhu Chaoyang Zhao Wei Zeng Jinqiao Wang Ming Tang 59 112 0 02 Apr 2021
Improving Calibration for Long-Tailed Recognition Zhisheng Zhong Jiequan Cui Shu Liu Jiaya Jia 124 303 0 01 Apr 2021
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification Peng Wang Kai Han Xiu-Shen Wei Lei Zhang Lei Wang SSL 110 240 0 26 Mar 2021
ResLT: Residual Learning for Long-tailed Recognition Jiequan Cui Shu Liu Zhuotao Tian Zhisheng Zhong Jiaya Jia 84 134 0 26 Jan 2021
Few-Shot Learning with Class Imbalance Mateusz Ochal Massimiliano Patacchiola Amos Storkey Jose Vazquez Sen Wang 109 37 0 07 Jan 2021
Disentangling Label Distribution for Long-tailed Visual Recognition Youngkyu Hong Seungju Han Kwanghee Choi Seokjun Seo Beomsu Kim Buru Chang 62 238 0 01 Dec 2020
Long-tailed Recognition by Routing Diverse Distribution-Aware Experts Xudong Wang Long Lian Zhongqi Miao Ziwei Liu Stella X. Yu 112 392 0 05 Oct 2020
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect Kaihua Tang Jianqiang Huang Hanwang Zhang CML 105 446 0 28 Sep 2020
Seesaw Loss for Long-Tailed Instance Segmentation Jiaqi Wang Wenwei Zhang Yuhang Zang Yuhang Cao Jiangmiao Pang Tao Gong Kai-xiang Chen Ziwei Liu Chen Change Loy Dahua Lin 94 240 0 23 Aug 2020
Memory-based Jitter: Improving Visual Recognition on Long-tailed Data with Diversity In Memory Jialun Liu Jingwei Zhang Yi yang Wenhui Li Chi Zhang Yifan Sun 69 41 0 22 Aug 2020
Feature Space Augmentation for Long-Tailed Data Peng Chu Xiao Bian Shaopeng Liu Haibin Ling 94 243 0 09 Aug 2020
The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation Tao Wang Yu Li Bingyi Kang Junnan Li Jun Hao Liew Sheng Tang Guosheng Lin Jiashi Feng ISeg 103 182 0 23 Jul 2020
Long-tail learning via logit adjustment A. Menon Sadeep Jayasumana A. S. Rawat Himanshu Jain Andreas Veit Sanjiv Kumar 125 713 0 14 Jul 2020
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax Yu Li Tao Wang Bingyi Kang Sheng Tang Chunfeng Wang Jintao Li Jiashi Feng 164 267 0 18 Jun 2020
M2m: Imbalanced Classification via Major-to-minor Translation Jaehyung Kim Jongheon Jeong Jinwoo Shin 95 224 0 01 Apr 2020
Domain Balancing: Face Recognition on Long-Tailed Domains Dong Cao Xiangyu Zhu Xingyu Huang Jianzhu Guo Zhen Lei CVBM 103 71 0 30 Mar 2020
Frustratingly Simple Few-Shot Object Detection Xin Wang Thomas E. Huang Trevor Darrell Joseph E. Gonzalez Feng Yu ObjD 230 557 0 16 Mar 2020
Equalization Loss for Long-Tailed Object Recognition Jingru Tan Changbao Wang Buyu Li Quanquan Li Wanli Ouyang Changqing Yin Junjie Yan 325 466 0 11 Mar 2020
Deep Representation Learning on Long-tailed Data: A Learnable Embedding Augmentation Perspective Jialun Liu Yifan Sun Chuchu Han Zhaopeng Dou Wenhui Li 87 207 0 25 Feb 2020
Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification Liuyu Xiang Guiguang Ding Jungong Han 93 286 0 06 Jan 2020
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou Quan Cui Xiu-Shen Wei Zhao-Min Chen 309 803 0 05 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 568 42,677 0 03 Dec 2019
Decoupling Representation and Classifier for Long-Tailed Recognition Bingyi Kang Saining Xie Marcus Rohrbach Zhicheng Yan Albert Gordo Jiashi Feng Yannis Kalantidis OODD 180 1,223 0 21 Oct 2019
Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin Colin Wei Tengyu Ma AAML OOD 72 85 0 09 Oct 2019
VRSTC: Occlusion-Free Video Person Re-Identification Rui Hou Bingpeng Ma Hong Chang Xinqian Gu Shiguang Shan Xilin Chen 67 202 0 19 Jul 2019
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss Kaidi Cao Colin Wei Adrien Gaidon Nikos Arechiga Tengyu Ma 131 1,609 0 18 Jun 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 151 1,164 0 10 Apr 2019
Class-Balanced Loss Based on Effective Number of Samples Huayu Chen Menglin Jia Nayeon Lee Yang Song Serge J. Belongie 202 2,291 0 16 Jan 2019
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Huayu Chen Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 126 482 0 16 Jun 2018
Exploring the Limits of Weakly Supervised Pretraining D. Mahajan Ross B. Girshick Vignesh Ramanathan Kaiming He Manohar Paluri Yixuan Li Ashwin R. Bharambe Laurens van der Maaten VLM 205 1,371 0 02 May 2018
Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification Yu-Jhe Li Fu-En Yang Yen-Cheng Liu Yu-Ying Yeh Xiaofei Du Y. Wang OOD 52 115 0 25 Apr 2018
Deep Face Recognition: A Survey Mei Wang Weihong Deng NoLa 158 1,235 0 18 Apr 2018