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"

50 / 646 papers shown

Title
Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification D. Guo Zhuo Li Meixi Zheng He Zhao Mingyuan Zhou H. Zha 101 27 0 05 Aug 2022
Constructing Balance from Imbalance for Long-tailed Image Recognition Yue Xu Yong-Lu Li Jiefeng Li Cewu Lu CVBM 98 31 0 04 Aug 2022
Class-Difficulty Based Methods for Long-Tailed Visual Recognition Saptarshi Sinha Hiroki Ohashi Katsuyuki Nakamura 136 34 0 29 Jul 2022
Imbalanced Semi-supervised Learning with Bias Adaptive Classifier Renzhen Wang Xixi Jia Quanziang Wang Yichen Wu Deyu Meng 64 16 0 28 Jul 2022
Identifying Hard Noise in Long-Tailed Sample Distribution Xuanyu Yi Kaihua Tang Xiansheng Hua J. Lim Hanwang Zhang 73 23 0 27 Jul 2022
NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation Lin Li Jun Xiao Hanrong Shi Hanwang Zhang Yi Yang Wen Liu Long Chen 102 23 0 27 Jul 2022
Class-Aware Universum Inspired Re-Balance Learning for Long-Tailed Recognition Enhao Zhang Chuanxing Geng Songcan Chen 126 2 0 26 Jul 2022
UC-OWOD: Unknown-Classified Open World Object Detection Zhi-zong Wu Yue Lu Xingyu Chen Zhengxing Wu Liwen Kang Junzhi Yu 101 57 0 23 Jul 2022
Long-tailed Instance Segmentation using Gumbel Optimized Loss Konstantinos Panagiotis Alexandridis Jiankang Deng A. Nguyen Shang Luo 70 23 0 22 Jul 2022
Two-Stage Fine-Tuning: A Novel Strategy for Learning Class-Imbalanced Data Taha ValizadehAslani Yiwen Shi Jing Wang Ping Ren Yi Zhang Meng Hu Lianggong Zhao Hualou Liang 68 7 0 22 Jul 2022
Tackling Long-Tailed Category Distribution Under Domain Shifts Xiao Gu Yao Guo Zeju Li Jianing Qiu Qianming Dou Yuxuan Liu Benny Lo Guangxu Yang OOD 108 13 0 20 Jul 2022
Invariant Feature Learning for Generalized Long-Tailed Classification Kaihua Tang Mingyuan Tao Jiaxin Qi Zhenguang Liu Hanwang Zhang VLM 96 56 0 19 Jul 2022
Balanced Contrastive Learning for Long-Tailed Visual Recognition Jianggang Zhu Ziyi Wang Jingjing Chen Yi-Ping Phoebe Chen Yueping Jiang 93 181 0 19 Jul 2022
Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification Chenghua Zeng Huijuan Lu Kanghao Chen Ruixuan Wang Weishi Zheng 80 2 0 14 Jul 2022
Efficient Augmentation for Imbalanced Deep Learning Damien Dablain C. Bellinger Bartosz Krawczyk Nitesh Chawla 68 7 0 13 Jul 2022
PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification Kanghao Chen Weixian Lei Rong Zhang Shen Zhao Weishi Zheng Ruixuan Wang OOD 32 21 0 11 Jul 2022
"Curse of rarity" for autonomous vehicles Henry X. Liu Shuo Feng 77 63 0 06 Jul 2022
DBN-Mix: Training Dual Branch Network Using Bilateral Mixup Augmentation for Long-Tailed Visual Recognition J. Baik In Young Yoon J. Choi 100 12 0 05 Jul 2022
Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition Haotao Wang Aston Zhang Yi Zhu Shuai Zheng Mu Li Alexander J. Smola Zhangyang Wang OODD 209 50 0 04 Jul 2022
Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images Deval Mehta Y. Gal Adrian Bowling Paul Bonnington Zongyuan Ge OODD 61 13 0 30 Jun 2022
Towards Federated Long-Tailed Learning Zihan Chen Songshan Liu Hualiang Wang Howard H. Yang Tony Q.S. Quek Zuozhu Liu FedML 67 10 0 30 Jun 2022
Why patient data cannot be easily forgotten? Ruolin Su Xiao Liu Sotirios A. Tsaftaris MU 85 4 0 29 Jun 2022
NovelCraft: A Dataset for Novelty Detection and Discovery in Open Worlds Patrick Feeney Sarah Schneider Panagiotis Lymperopoulos Liping Liu matthias. scheutz Michael C. Hughes Dept. of Computer Science 74 6 0 23 Jun 2022
Prototype-Anchored Learning for Learning with Imperfect Annotations Xiong Zhou Xianming Liu Deming Zhai Junjun Jiang Xin Gao Xiangyang Ji 52 3 0 23 Jun 2022
Learning Towards the Largest Margins Xiong Zhou Xianming Liu Deming Zhai Junjun Jiang Xin Gao Xiangyang Ji 59 12 0 23 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 130 27 0 22 Jun 2022
KTN: Knowledge Transfer Network for Learning Multi-person 2D-3D Correspondences Xuanhan Wang Lianli Gao Yixuan Zhou Jingkuan Song Ming Wang 3DH 151 15 0 21 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 74 39 0 17 Jun 2022
Maximum Class Separation as Inductive Bias in One Matrix Tejaswi Kasarla Gertjan J. Burghouts Max van Spengler Elise van der Pol Rita Cucchiara Pascal Mettes 87 22 0 17 Jun 2022
Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms Runpeng Yu Hong Zhu Kaican Li Lanqing Hong Rui Zhang Nan Ye Shao-Lun Huang Xiuqiang He 79 6 0 12 Jun 2022
Applications of Deep Learning in Fish Habitat Monitoring: A Tutorial and Survey Alzayat Saleh M. Sheaves D. Jerry M. R. Azghadi 67 48 0 11 Jun 2022
Learning Imbalanced Datasets with Maximum Margin Loss Haeyong Kang Thang Vu Chang D. Yoo 118 18 0 11 Jun 2022
Balanced Product of Calibrated Experts for Long-Tailed Recognition Emanuel Sanchez Aimar Arvi Jonnarth Michael Felsberg Marco Kuhlmann 100 24 0 10 Jun 2022
Is Self-Supervised Learning More Robust Than Supervised Learning? Yuanyi Zhong Haoran Tang Jun-Kun Chen Jian-wei Peng Yu-Xiong Wang SSL OOD 79 26 0 10 Jun 2022
The Devil is in the Labels: Noisy Label Correction for Robust Scene Graph Generation Lin Li Long Chen Yifeng Huang Zhimeng Zhang Songyang Zhang Jun Xiao NoLa 104 78 0 07 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 149 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 156 5 0 02 Jun 2022
RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression Yu Gong Greg Mori Frederick Tung 89 45 0 30 May 2022
Long-Tailed Learning Requires Feature Learning T. Laurent J. V. Brecht Xavier Bresson VLM 93 1 0 29 May 2022
A Closer Look at Self-Supervised Lightweight Vision Transformers Shaoru Wang Jin Gao Zeming Li Jian Sun Weiming Hu ViT 152 46 0 28 May 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 93 135 0 27 May 2022
Transfer and Share: Semi-Supervised Learning from Long-Tailed Data Tong Wei Qianqian Liu Jiang-Xin Shi Wei-Wei Tu Lan-Zhe Guo 75 14 0 26 May 2022
Contrastive Learning with Boosted Memorization Zhihan Zhou Jiangchao Yao Yanfeng Wang Bo Han Ya Zhang SSL 111 31 0 25 May 2022
Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Data Classification Liang Xu Yi Cheng Fan Zhang Bingxuan Wu Pengfei Shao Peng Liu Shuwei Shen Peng Yao Ronald X.Xu 102 1 0 24 May 2022
ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node Classification Liang Zeng Lanqing Li Zi-Chao Gao P. Zhao Jian Li 128 26 0 23 May 2022
Robust Representation via Dynamic Feature Aggregation Haozhe Liu Haoqin Ji Yuexiang Li Nanjun He Haoqian Wu Feng Liu Linlin Shen Yefeng Zheng AAML OOD 91 3 0 16 May 2022
Importance Weighted Structure Learning for Scene Graph Generation Daqing Liu M. Bober J. Kittler 118 5 0 14 May 2022
Making Pretrained Language Models Good Long-tailed Learners Chen Zhang Lei Ren Jingang Wang Wei Wu Dawei Song RALM VLM 81 9 0 11 May 2022
ELM: Embedding and Logit Margins for Long-Tail Learning Wittawat Jitkrittum A. Menon A. S. Rawat Surinder Kumar 83 11 0 27 Apr 2022
StyleGAN-Human: A Data-Centric Odyssey of Human Generation Jianglin Fu Shikai Li Yuming Jiang Kwan-Yee Lin Chao Qian Chen Change Loy Wayne Wu Ziwei Liu 3DH 118 151 0 25 Apr 2022