v1v2v3 (latest)

Long-tailed Recognition by Learning from Latent Categories

2 June 2022

Fayao Liu

Guosheng Lin

Papers citing "Long-tailed Recognition by Learning from Latent Categories"

47 / 47 papers shown

Title
MedConv: Convolutions Beat Transformers on Long-Tailed Bone Density Prediction Xuyin Qi Zeyu Zhang Huazhan Zheng Mingxi Chen Numan Kutaiba ... Hongtao Mao Yongbin Li Zhibin Liao Yang Zhao Minh-Son To MedIm 100 8 0 02 Feb 2025
CRCNet: Few-shot Segmentation with Cross-Reference and Region-Global Conditional Networks Weide Liu Chi Zhang Guosheng Lin Fayao Liu ISeg SSeg 69 28 0 23 Aug 2022
Distilling Knowledge from Object Classification to Aesthetics Assessment Jingwen Hou Henghui Ding Weisi Lin Weide Liu Yuming Fang 87 37 0 02 Jun 2022
Balanced MSE for Imbalanced Visual Regression Jiawei Ren Mingyuan Zhang Cunjun Yu Ziwei Liu 81 120 0 30 Mar 2022
Few-shot Segmentation with Optimal Transport Matching and Message Flow Weide Liu Chi Zhang Henghui Ding Tzu-Yi Hung Guosheng Lin 81 51 0 19 Aug 2021
MV-TON: Memory-based Video Virtual Try-on network Xiaojing Zhong Zhonghua Wu Taizhe Tan Guosheng Lin Qingyao Wu VGen 59 32 0 17 Aug 2021
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation Weide Liu Xiangfei Kong Tzu-Yi Hung Guosheng Lin 83 22 0 17 Aug 2021
Few-Shot Segmentation with Global and Local Contrastive Learning Weide Liu Zhonghua Wu Henghui Ding Fayao Liu Jie Lin Guosheng Lin Wei Zhou 100 24 0 11 Aug 2021
Learning Meta-class Memory for Few-Shot Semantic Segmentation Zhonghua Wu Xiangxi Shi Guosheng lin Jianfei Cai VLM 133 109 0 06 Aug 2021
Adversarial Robustness under Long-Tailed Distribution Tong Wu Ziwei Liu Qingqiu Huang Yu Wang Dahua Lin 66 77 0 06 Apr 2021
Improving Calibration for Long-Tailed Recognition Zhisheng Zhong Jiequan Cui Shu Liu Jiaya Jia 124 303 0 01 Apr 2021
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition Shuang Li Kaixiong Gong Chi Harold Liu Yulin Wang Feng Qiao Xinjing Cheng 80 155 0 23 Mar 2021
Transferable Semantic Augmentation for Domain Adaptation Shuang Li Mixue Xie Kaixiong Gong Chi Harold Liu Yulin Wang Wei Li TTA 71 126 0 23 Mar 2021
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect Kaihua Tang Jianqiang Huang Hanwang Zhang CML 103 446 0 28 Sep 2020
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets Tong Wu Qingqiu Huang Ziwei Liu Yu Wang Dahua Lin 77 230 0 19 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
Remix: Rebalanced Mixup Hsin-Ping Chou Shih-Chieh Chang Jia-Yu Pan Wei Wei Da-Cheng Juan 90 237 0 08 Jul 2020
CRNet: Cross-Reference Networks for Few-Shot Segmentation Weide Liu Chi Zhang Guosheng Lin Fayao Liu SSeg 228 195 0 24 Mar 2020
Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection Zhonghua Wu Qingyi Tao Guosheng Lin Jianfei Cai ObjD 67 14 0 22 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
Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification Liuyu Xiang Guiguang Ding Jungong Han 90 286 0 06 Jan 2020
Identifying and Compensating for Feature Deviation in Imbalanced Deep Learning Han-Jia Ye Hong-You Chen De-Chuan Zhan Wei-Lun Chao 105 102 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 295 803 0 05 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
Implicit Semantic Data Augmentation for Deep Networks Yulin Wang Xuran Pan Shiji Song Hong Zhang Cheng Wu Gao Huang 77 200 0 26 Sep 2019
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss Kaidi Cao Colin Wei Adrien Gaidon Nikos Arechiga Tengyu Ma 129 1,607 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 1,163 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 2,290 0 16 Jan 2019
M2E-Try On Net: Fashion from Model to Everyone Zhonghua Wu Guosheng Lin Qingyi Tao Jianfei Cai DiffM 51 82 0 21 Nov 2018
Keypoint Based Weakly Supervised Human Parsing Zhonghua Wu Linchao Zhu Jianfei Cai 54 19 0 14 Sep 2018
Deep Imbalanced Attribute Classification using Visual Attention Aggregation N. Sarafianos Xiang Xu I. Kakadiaris 83 216 0 10 Jul 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Huayu Chen Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 126 481 0 16 Jun 2018
Deep Imbalanced Learning for Face Recognition and Attribute Prediction Chen Huang Yining Li Chen Change Loy Xiaoou Tang CVBM 75 312 0 01 Jun 2018
Dynamic Few-Shot Visual Learning without Forgetting Spyros Gidaris N. Komodakis VLM 64 1,131 0 25 Apr 2018
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 316 9,811 0 25 Oct 2017
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej A. Mazurowski 224 2,370 0 15 Oct 2017
Fast Fine-grained Image Classification via Weakly Supervised Discriminative Localization Xiangteng He Yuxin Peng Junjie Zhao WSOL 71 64 0 30 Sep 2017
The Devil is in the Tails: Fine-grained Classification in the Wild Grant Van Horn Pietro Perona VLM 86 206 0 05 Sep 2017
Cost-Effective Active Learning for Deep Image Classification Keze Wang Dongyu Zhang Ya Li Ruimao Zhang Liang Lin VLM 98 680 0 13 Jan 2017
Range Loss for Deep Face Recognition with Long-tail Xiao Zhang Zhiyuan Fang Yandong Wen Zhifeng Li Yu Qiao CVBM 310 451 0 28 Nov 2016
Survey of resampling techniques for improving classification performance in unbalanced datasets Ajinkya More 66 218 0 22 Aug 2016
Factors in Finetuning Deep Model for object detection Wanli Ouyang Xiaogang Wang Cong Zhang Xiaokang Yang 60 190 0 20 Jan 2016
Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks Li Shen Zhouchen Lin Qingming Huang 72 291 0 18 Dec 2015
Do We Need More Training Data? Xiangxin Zhu Carl Vondrick Charless C. Fowlkes Deva Ramanan 50 223 0 05 Mar 2015
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 253 8,429 0 28 Nov 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,615 0 01 Sep 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,573 0 16 Oct 2013