v1v2 (latest)

Large-Scale Long-Tailed Recognition in an Open World

10 April 2019

Xiaohang Zhan

Papers citing "Large-Scale Long-Tailed Recognition in an Open World"

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Title
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification Peng Wang Kai Han Xiu-Shen Wei Lei Zhang Lei Wang SSL 113 241 0 26 Mar 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines Klemen Kotar Gabriel Ilharco Ludwig Schmidt Kiana Ehsani Roozbeh Mottaghi SSL 119 46 0 25 Mar 2021
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition Shuang Li Kaixiong Gong Chi Harold Liu Yulin Wang Feng Qiao Xinjing Cheng 101 155 0 23 Mar 2021
Detecting Human-Object Interaction via Fabricated Compositional Learning Zhi Hou B. Yu Yu Qiao Xiaojiang Peng Dacheng Tao 133 99 0 15 Mar 2021
Cross-Domain Similarity Learning for Face Recognition in Unseen Domains M. Faraki Xiang Yu Yi-Hsuan Tsai Yumin Suh Manmohan Chandraker CVBM OOD 76 26 0 12 Mar 2021
Towards Open World Object Detection K. J. Joseph Salman Khan Fahad Shahbaz Khan V. Balasubramanian ObjD 116 464 0 03 Mar 2021
PML: Progressive Margin Loss for Long-tailed Age Classification Zongyong Deng Hao Liu Yaoxing Wang Chenyang Wang Zekuan Yu Xuehong Sun 53 58 0 03 Mar 2021
Label-Imbalanced and Group-Sensitive Classification under Overparameterization Ganesh Ramachandra Kini Orestis Paraskevas Samet Oymak Christos Thrampoulidis 129 96 0 02 Mar 2021
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation Yuhang Zang Chen Huang Chen Change Loy 115 117 0 25 Feb 2021
Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation Zeju Li Konstantinos Kamnitsas Ben Glocker SSeg UQCV 98 130 0 20 Feb 2021
CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning Chen Wei Kihyuk Sohn Clayton Mellina Alan Yuille Fan Yang CLL 127 266 0 18 Feb 2021
Delving into Deep Imbalanced Regression Yuzhe Yang Kaiwen Zha Ying-Cong Chen Hongya Wang Dina Katabi 103 270 0 18 Feb 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 570 1,143 0 17 Feb 2021
Model-Agnostic Graph Regularization for Few-Shot Learning Ethan Shen Maria Brbic Nicholas Monath Jiaqi Zhai Manzil Zaheer J. Leskovec 63 3 0 14 Feb 2021
Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details Achal Dave Piotr Dollár Deva Ramanan A. Kirillov Ross B. Girshick ObjD VLM 94 53 0 01 Feb 2021
ResLT: Residual Learning for Long-tailed Recognition Jiequan Cui Shu Liu Zhuotao Tian Zhisheng Zhong Jiaya Jia 90 136 0 26 Jan 2021
Does Head Label Help for Long-Tailed Multi-Label Text Classification Lin Xiao Xiangliang Zhang L. Jing Chi Huang Mingyang Song VLM 73 62 0 24 Jan 2021
Few-Shot Learning with Class Imbalance Mateusz Ochal Massimiliano Patacchiola Amos Storkey Jose Vazquez Sen Wang 113 37 0 07 Jan 2021
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction Yao Zhang Xu Zhang Jun Wang Hongru Liang Wenqiang Lei Zhe Sun Adam Jatowt Zhenglu Yang 95 17 0 22 Dec 2020
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers Romil Bhardwaj Zhengxu Xia Ganesh Ananthanarayanan Junchen Jiang Nikolaos Karianakis Yuanchao Shu Kevin Hsieh P. Bahl Ion Stoica 79 169 0 19 Dec 2020
Equalization Loss v2: A New Gradient Balance Approach for Long-tailed Object Detection Jingru Tan Xin Lu Gang Zhang Changqing Yin Quanquan Li VLM 73 170 0 15 Dec 2020
Attentional-Biased Stochastic Gradient Descent Q. Qi Yi Tian Xu Rong Jin W. Yin Tianbao Yang ODL 84 12 0 13 Dec 2020
One for More: Selecting Generalizable Samples for Generalizable ReID Model Enwei Zhang Xinyang Jiang Hao Cheng Ancong Wu Fufu Yu Ke Li Xiao-Wei Guo Feng Zheng Weishi Zheng Xing Sun 152 16 0 10 Dec 2020
Disentangling Label Distribution for Long-tailed Visual Recognition Youngkyu Hong Seungju Han Kwanghee Choi Seokjun Seo Beomsu Kim Buru Chang 91 238 0 01 Dec 2020
A Review of Open-World Learning and Steps Toward Open-World Learning Without Labels Mohsen Jafarzadeh A. Dhamija Steve Cruz Chunchun Li T. Ahmad Terrance E. Boult VLM OffRL 89 9 0 25 Nov 2020
Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer Zidi Xiu Junya Chen Ricardo Henao B. Goldstein Lawrence Carin Chenyang Tao 68 10 0 25 Nov 2020
Automatic Open-World Reliability Assessment Mohsen Jafarzadeh T. Ahmad A. Dhamija Chunchun Li Steve Cruz Terrance E. Boult 146 11 0 11 Nov 2020
Towards Resolving the Challenge of Long-tail Distribution in UAV Images for Object Detection Weiping Yu Taojiannan Yang Chong Chen 66 92 0 07 Nov 2020
Learning Open Set Network with Discriminative Reciprocal Points Guangyao Chen Limeng Qiao Yemin Shi Peixi Peng Jia Li Tiejun Huang Shiliang Pu Yonghong Tian UQCV EDL 61 196 0 31 Oct 2020
Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance View Yangyang Guo Liqiang Nie Zhiyong Cheng Q. Tian Min Zhang 116 70 0 30 Oct 2020
Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation Taotao Jing Bingrong Xu Jingjing Li Zhengming Ding TTA 68 14 0 23 Oct 2020
DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets Shujun Wang Lequan Yu Kang Li Xin Yang Chi-Wing Fu Pheng-Ann Heng 84 138 0 13 Oct 2020
Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance Saptarshi Sinha Hiroki Ohashi Katsuyuki Nakamura 64 38 0 05 Oct 2020
Long-tailed Recognition by Routing Diverse Distribution-Aware Experts Xudong Wang Long Lian Zhongqi Miao Ziwei Liu Stella X. Yu 148 394 0 05 Oct 2020
Data-Efficient Pretraining via Contrastive Self-Supervision Nils Rethmeier Isabelle Augenstein 120 21 0 02 Oct 2020
RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification Haifeng Li Zhenqi Cui Zhiqiang Zhu Lixing Chen Jiawei Zhu Haozhe Huang Chao Tao 92 93 0 28 Sep 2020
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect Kaihua Tang Jianqiang Huang Hanwang Zhang CML 114 448 0 28 Sep 2020
Imbalanced Continual Learning with Partitioning Reservoir Sampling C. Kim Jinseo Jeong Gunhee Kim CLL 93 105 0 08 Sep 2020
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning Shengjie Liu Q. Shi Lefei Zhang VLM 55 181 0 08 Sep 2020
Background Splitting: Finding Rare Classes in a Sea of Background Ravi Teja Mullapudi Fait Poms W. Mark Deva Ramanan Kayvon Fatahalian VLM 91 10 0 28 Aug 2020
Delving into Inter-Image Invariance for Unsupervised Visual Representations Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL VLM 76 59 0 26 Aug 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 129 240 0 23 Aug 2020
Few-Shot Learning with Intra-Class Knowledge Transfer Vivek Roy Yan Xu Yu-Xiong Wang Kris Kitani Ruslan Salakhutdinov M. Hebert VLM 59 3 0 22 Aug 2020
Memory-based Jitter: Improving Visual Recognition on Long-tailed Data with Diversity In Memory Jialun Liu Jingwei Zhang Yi yang Wenhui Li Fangqiu Yi Yifan Sun 84 41 0 22 Aug 2020
Tackling the Unannotated: Scene Graph Generation with Bias-Reduced Models Tong Wang Selen Pehlivan Jorma T. Laaksonen 112 34 0 18 Aug 2020
AlphaNet: Improving Long-Tail Classification By Combining Classifiers Nadine Chang Jayanth Koushik Aarti Singh M. Hebert Yu-Xiong Wang Michael J. Tarr 66 0 0 17 Aug 2020
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation Jialian Wu Liangchen Song Tiancai Wang Qian Zhang Junsong Yuan ObjD 82 74 0 13 Aug 2020
Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination Xudong Wang Ziwei Liu Stella X. Yu SSL 85 77 0 09 Aug 2020
Feature Space Augmentation for Long-Tailed Data Peng Chu Xiao Bian Shaopeng Liu Haibin Ling 96 244 0 09 Aug 2020
Meta Feature Modulator for Long-tailed Recognition Renzhen Wang Kaiqin Hu Yanwen Zhu Jun Shu Qian Zhao Deyu Meng 98 12 0 08 Aug 2020