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BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition

5 December 2019

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Papers citing "BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition"

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Title
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning Zhi Hou B. Yu Dacheng Tao ViT 186 64 0 03 Mar 2022
Long-Tailed Classification with Gradual Balanced Loss and Adaptive Feature Generation Zihan Zhang Xiang Xiang VLM 101 2 0 28 Feb 2022
Taming the Long Tail of Deep Probabilistic Forecasting Jedrzej Kozerawski Mayank Sharan Rose Yu AI4TS 125 7 0 27 Feb 2022
Retrieval Augmented Classification for Long-Tail Visual Recognition Alex Long Wei Yin Thalaiyasingam Ajanthan Vu-Linh Nguyen Pulak Purkait Ravi Garg Alan Blair Chunhua Shen Anton Van Den Hengel 93 122 0 22 Feb 2022
Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and Co-Training Yi Lin Z. Qu Hao Chen Zhongke Gao Yuexiang Li Lili Xia Kai Ma Yefeng Zheng Kwang-Ting Cheng 76 30 0 16 Feb 2022
Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification Camille Garcin Maximilien Servajean Alexis Joly Joseph Salmon 98 11 0 04 Feb 2022
Relieving Long-tailed Instance Segmentation via Pairwise Class Balance Yin-Yin He Peizhen Zhang Xiu-Shen Wei Xinming Zhang Jian Sun ISeg 165 26 0 08 Jan 2022
AutoBalance: Optimized Loss Functions for Imbalanced Data Mingchen Li Xuechen Zhang Christos Thrampoulidis Jiasi Chen Samet Oymak 103 69 0 04 Jan 2022
Relational Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship Quanziang Wang Renzhen Wang Yuexiang Li Dong Wei Kai Ma Yefeng Zheng Deyu Meng CLL 122 11 0 31 Dec 2021
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification Beier Zhu Yulei Niu Xiansheng Hua Hanwang Zhang 91 44 0 29 Dec 2021
Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images Shiran Zada Itay Benou Michal Irani 140 28 0 16 Dec 2021
Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification Xiaohua Chen Yucan Zhou Dayan Wu Wanqian Zhang Yu Zhou Yue Liu Weiping Wang 95 55 0 15 Dec 2021
Margin Calibration for Long-Tailed Visual Recognition Yidong Wang Bowen Zhang Wenxin Hou Zhen Wu Yongfeng Zhang T. Shinozaki MQ 134 29 0 14 Dec 2021
Long-tail Recognition via Compositional Knowledge Transfer Sarah Parisot P. Esperança Jingyu Sun T. Madarász Yongxin Yang Zhenguo Li 153 28 0 13 Dec 2021
You Only Need End-to-End Training for Long-Tailed Recognition Zhiwei Zhang 117 2 0 11 Dec 2021
Neural Belief Propagation for Scene Graph Generation Daqi Liu M. Bober J. Kittler GNN 66 10 0 10 Dec 2021
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning Yue Fan Dengxin Dai Anna Kukleva Bernt Schiele 110 46 0 08 Dec 2021
The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification Seulki Park Youngkyu Hong Byeongho Heo Sangdoo Yun J. Choi 188 169 0 01 Dec 2021
A Simple Long-Tailed Recognition Baseline via Vision-Language Model Teli Ma Shijie Geng Mengmeng Wang Jing Shao Jiasen Lu Hongsheng Li Shiyang Feng Yu Qiao VLM 150 54 0 29 Nov 2021
Targeted Supervised Contrastive Learning for Long-Tailed Recognition Tianhong Li Peng Cao Yuan. Yuan Lijie Fan Yuzhe Yang Rogerio Feris Piotr Indyk Dina Katabi 141 198 0 27 Nov 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 164 81 0 26 Nov 2021
Learning Representation for Clustering via Prototype Scattering and Positive Sampling Zhizhong Huang Jie Chen Junping Zhang Hongming Shan 106 108 0 23 Nov 2021
Medical Visual Question Answering: A Survey Zhihong Lin Donghao Zhang Qingyi Tao Danli Shi Gholamreza Haffari Qi Wu M. He Z. Ge 171 135 0 19 Nov 2021
Trustworthy Long-Tailed Classification Bolian Li Zongbo Han Haining Li Huazhu Fu Changqing Zhang EDL 88 78 0 17 Nov 2021
Hierarchical Knowledge Guided Learning for Real-world Retinal Diseases Recognition Lie Ju Zhen Yu Lin Wang Xin Zhao Xin Wang Paul Bonnington Z. Ge 75 18 0 17 Nov 2021
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge Belongie 169 311 0 11 Nov 2021
Feature Generation for Long-tail Classification Rahul Vigneswaran M. Law V. Balasubramanian Makarand Tapaswi VLM 100 17 0 10 Nov 2021
Learning to Disentangle Scenes for Person Re-identification Xianghao Zang Gezhong Li Wei-Nan Gao Xiujun Shu 143 35 0 10 Nov 2021
Label-Aware Distribution Calibration for Long-tailed Classification Chaozheng Wang Shuzheng Gao Cuiyun Gao Pengyun Wang Wenjie Pei Lujia Pan Zenglin Xu 86 22 0 09 Nov 2021
Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective Zhengzhuo Xu Zenghao Chai Chun Yuan 147 58 0 06 Nov 2021
Prototypical Classifier for Robust Class-Imbalanced Learning Tong Wei Jiang-Xin Shi Yu-Feng Li Min-Ling Zhang NoLa 41 17 0 22 Oct 2021
Improving Tail-Class Representation with Centroid Contrastive Learning A. M. H. Tiong Junnan Li Guosheng Lin Boyang Albert Li Caiming Xiong Guosheng Lin VLM 125 15 0 19 Oct 2021
Tackling the Imbalance for GNNs Rui Wang Weixuan Xiong Qing-Hu Hou Ou Wu 137 6 0 17 Oct 2021
Well-classified Examples are Underestimated in Classification with Deep Neural Networks Guangxiang Zhao Wenkai Yang Xuancheng Ren Lei Li Hao Sun Xu Sun 136 15 0 13 Oct 2021
Label-Occurrence-Balanced Mixup for Long-tailed Recognition Shaoyu Zhang Chen Chen Xiujuan Zhang Silong Peng 114 8 0 11 Oct 2021
Deep Long-Tailed Learning: A Survey Yifan Zhang Bingyi Kang Bryan Hooi Shuicheng Yan Jiashi Feng VLM 167 635 0 09 Oct 2021
Long-tailed Distribution Adaptation Zhiliang Peng Wei Huang Zonghao Guo Xiaosong Zhang Jianbin Jiao QiXiang Ye 73 10 0 06 Oct 2021
FedProc: Prototypical Contrastive Federated Learning on Non-IID data Xutong Mu Yulong Shen Ke Cheng Xueli Geng Jiaxuan Fu Tao Zhang Zhiwei Zhang FedML 126 194 0 25 Sep 2021
A Multi-stage Transfer Learning Framework for Diabetic Retinopathy Grading on Small Data Lei Shi Bin Wang Junxing Zhang 72 0 0 24 Sep 2021
Towards Generalized and Incremental Few-Shot Object Detection Yiting Li H. Zhu Jun Ma C. Teo Chen Xiang P. Vadakkepat T. Lee CLL ObjD 97 9 0 23 Sep 2021
Self Supervision to Distillation for Long-Tailed Visual Recognition Tianhao Li Limin Wang Gangshan Wu 116 107 0 09 Sep 2021
Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation Gengxin Xu Chen Liu Jun Liu Z. Ding F. Shi ... Xiaoming Li Ying Wei Yaozong Gao Chuan-Xian Ren Dinggang Shen OOD 101 37 0 08 Sep 2021
Calibrating Class Activation Maps for Long-Tailed Visual Recognition Fangqiu Yi Guosheng Lin Lvlong Lai Henghui Ding Qingyao Wu 76 1 0 29 Aug 2021
Robust Long-Tailed Learning under Label Noise Tong Wei Jiang-Xin Shi Wei-Wei Tu Yu-Feng Li NoLa 105 51 0 26 Aug 2021
Learning of Visual Relations: The Devil is in the Tails Alakh Desai Tz-Ying Wu Subarna Tripathi Nuno Vasconcelos 135 93 0 22 Aug 2021
ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot Jiarui Cai Yizhou Wang Lei Li OODD 148 147 0 05 Aug 2021
Greedy Gradient Ensemble for Robust Visual Question Answering Xinzhe Han Shuhui Wang Chi Su Qingming Huang Q. Tian 102 82 0 27 Jul 2021
Parametric Contrastive Learning Jiequan Cui Zhisheng Zhong Shu Liu Bei Yu Jiaya Jia 136 302 0 26 Jul 2021
Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition Yifan Zhang Bryan Hooi Lanqing Hong Jiashi Feng 147 141 0 20 Jul 2021
Feature Mining: A Novel Training Strategy for Convolutional Neural Network Tianshu Xie Xuan Cheng Xiaomin Wang Minghui Liu Jiali Deng Ming Liu 82 5 0 18 Jul 2021