Decoupling Representation and Classifier for Long-Tailed Recognition

21 October 2019

Papers citing "Decoupling Representation and Classifier for Long-Tailed Recognition"

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Title
Improved Group Robustness via Classifier Retraining on Independent Splits Thien Hai Nguyen Hongyang R. Zhang Huy Le Nguyen OOD 31 2 0 20 Apr 2022
Generalizing to the Future: Mitigating Entity Bias in Fake News Detection Yongchun Zhu Qiang Sheng Juan Cao Shuokai Li Danding Wang Fuzhen Zhuang AI4CE 24 71 0 20 Apr 2022
Neural Collapse Inspired Attraction-Repulsion-Balanced Loss for Imbalanced Learning Liang Xie Yibo Yang Deng Cai Xiaofei He 21 44 0 19 Apr 2022
Language-Grounded Indoor 3D Semantic Segmentation in the Wild Dávid Rozenberszki Or Litany Angela Dai 3DV VLM 15 183 0 16 Apr 2022
Few-shot Forgery Detection via Guided Adversarial Interpolation Haonan Qiu Siyu Chen Bei Gan Kunze Wang Huafeng Shi Jing Shao Ziwei Liu AAML 16 6 0 12 Apr 2022
SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition Victor Escorcia Ricardo Guerrero Xiatian Zhu Brais Martínez EgoV 30 9 0 10 Apr 2022
FOSTER: Feature Boosting and Compression for Class-Incremental Learning Fu Lee Wang Da-Wei Zhou Han-Jia Ye De-Chuan Zhan CLL 25 240 0 10 Apr 2022
Flexible Sampling for Long-tailed Skin Lesion Classification Lie Ju Yicheng Wu Lin Wang Zhenjun Yu Xin Zhao Xin Wang Paul Bonnington Z. Ge 19 9 0 07 Apr 2022
Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations Polina Kirichenko Pavel Izmailov A. Wilson OOD 49 318 0 06 Apr 2022
BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation Sanqing Qu Guang Chen Jing Zhang Zhijun Li Wei He Dacheng Tao TTA 33 54 0 06 Apr 2022
Region Rebalance for Long-Tailed Semantic Segmentation Jiequan Cui Yuhui Yuan Zhisheng Zhong Zhuotao Tian Han Hu Stephen Lin Jiaya Jia 18 18 0 05 Apr 2022
Proper Reuse of Image Classification Features Improves Object Detection C. N. Vasconcelos Vighnesh Birodkar Vincent Dumoulin VLM 17 32 0 01 Apr 2022
Logit Normalization for Long-tail Object Detection Liang Zhao Yao Teng Limin Wang 26 10 0 31 Mar 2022
Balanced MSE for Imbalanced Visual Regression Jiawei Ren Mingyuan Zhang Cunjun Yu Ziwei Liu 33 113 0 30 Mar 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition Jun Li Zichang Tan Jun Wan Zhen Lei Guodong Guo 34 85 0 29 Mar 2022
TL-GAN: Improving Traffic Light Recognition via Data Synthesis for Autonomous Driving Danfeng Wang Xinlong Ma Xiaodong Yang 19 4 0 28 Mar 2022
Long-Tailed Recognition via Weight Balancing Shaden Alshammari Yu-xiong Wang Deva Ramanan Shu Kong MQ 25 140 0 27 Mar 2022
Rebalanced Siamese Contrastive Mining for Long-Tailed Recognition Zhisheng Zhong Jiequan Cui Zeming Li Eric Lo Jian Sun Jiaya Jia SSL 15 4 0 22 Mar 2022
Discovering Objects that Can Move Zhipeng Bao P. Tokmakov Allan Jabri Yu-xiong Wang Adrien Gaidon M. Hebert OCL 31 43 0 18 Mar 2022
Do Deep Networks Transfer Invariances Across Classes? Allan Zhou Fahim Tajwar Alexander Robey Tom Knowles George J. Pappas Hamed Hassani Chelsea Finn OOD 29 18 0 18 Mar 2022
On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond Yuzhe Yang Hao Wang Dina Katabi AI4CE 17 38 0 17 Mar 2022
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? Yibo Yang Shixiang Chen Hefei Ling Liangru Xie Zhouchen Lin Dacheng Tao 16 76 0 17 Mar 2022
ActFormer: A GAN-based Transformer towards General Action-Conditioned 3D Human Motion Generation Liang Xu Ziyang Song Dongliang Wang Jing Su Zhicheng Fang ... Yichao Yan Xin Jin Xiaokang Yang Wenjun Zeng Wei Yu Wu ViT 22 57 0 15 Mar 2022
Hierarchical Memory Learning for Fine-Grained Scene Graph Generation Youming Deng Yansheng Li Yongjun Zhang Xiang Xiang Jian Wang Jingdong Chen Jiayi Ma 39 20 0 14 Mar 2022
Low-Rank Softmax Can Have Unargmaxable Classes in Theory but Rarely in Practice Andreas Grivas Nikolay Bogoychev Adam Lopez 13 9 0 12 Mar 2022
Can I see an Example? Active Learning the Long Tail of Attributes and Relations Tyler L. Hayes Maximilian Nickel Christopher Kanan Ludovic Denoyer Arthur Szlam VLM 22 3 0 11 Mar 2022
Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective Quan Cui Bingchen Zhao Zhao-Min Chen Borui Zhao Renjie Song Jiajun Liang Boyan Zhou Osamu Yoshie 24 18 0 08 Mar 2022
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning Zhi Hou B. Yu Dacheng Tao ViT 49 59 0 03 Mar 2022
Long-Tailed Classification with Gradual Balanced Loss and Adaptive Feature Generation Zihan Zhang Xiang Xiang VLM 22 2 0 28 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 21 107 0 22 Feb 2022
Learning with Free Object Segments for Long-Tailed Instance Segmentation Cheng Zhang Tai-Yu Pan Tianle Chen Shitian Zhao Wen-juan Fu Wei-Lun Chao VLM 38 11 0 22 Feb 2022
Balancing Domain Experts for Long-Tailed Camera-Trap Recognition Byeongjun Park Jeongsoo Kim Seungju Cho Heeseon Kim Changick Kim 24 2 0 15 Feb 2022
The Met Dataset: Instance-level Recognition for Artworks Nikolaos-Antonios Ypsilantis Noa Garcia G. Han Sarah Ibrahimi Nanne van Noord Giorgos Tolias 30 43 0 03 Feb 2022
Adversarial Examples for Good: Adversarial Examples Guided Imbalanced Learning Jie Zhang Lei Zhang Gang Li Chao Wu GAN AAML 36 10 0 28 Jan 2022
It's All in the Head: Representation Knowledge Distillation through Classifier Sharing Emanuel Ben-Baruch M. Karklinsky Yossi Biton Avi Ben-Cohen Hussam Lawen Nadav Zamir 24 11 0 18 Jan 2022
Relieving Long-tailed Instance Segmentation via Pairwise Class Balance Yin-Yin He Peizhen Zhang Xiu-Shen Wei Xinming Zhang Jian Sun ISeg 32 24 0 08 Jan 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection Bo-wen Li Yongqiang Yao Jingru Tan Gang Zhang F. Yu Jianwei Lu Ye Luo 39 96 0 07 Jan 2022
AutoBalance: Optimized Loss Functions for Imbalanced Data Mingchen Li Xuechen Zhang Christos Thrampoulidis Jiasi Chen Samet Oymak 19 67 0 04 Jan 2022
Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data Shenwang Jiang Jianan Li Ying Wang Bo Huang Zhang Zhang Tingfa Xu NoLa 26 31 0 30 Dec 2021
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification Beier Zhu Yulei Niu Xiansheng Hua Hanwang Zhang 17 41 0 29 Dec 2021
Federated Learning for Cross-block Oil-water Layer Identification Bingyang Chena Xingjie Zeng Weishan Zhang 32 1 0 29 Dec 2021
SGTR: End-to-end Scene Graph Generation with Transformer Rongjie Li Songyang Zhang Xuming He ViT 47 114 0 24 Dec 2021
General Greedy De-bias Learning Xinzhe Han Shuhui Wang Chi Su Qingming Huang Qi Tian 11 7 0 20 Dec 2021
Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks G. Han Yicheng He Shiyuan Huang Jiawei Ma Shih-Fu Chang ObjD 38 103 0 17 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 29 25 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 Bo-wen Li Weiping Wang 15 51 0 15 Dec 2021
Margin Calibration for Long-Tailed Visual Recognition Yidong Wang Bowen Zhang Wenxin Hou Zhen Wu Jindong Wang T. Shinozaki MQ 8 27 0 14 Dec 2021
Long-tail Recognition via Compositional Knowledge Transfer Sarah Parisot P. Esperança Steven G. McDonagh T. Madarász Yongxin Yang Zhenguo Li 20 25 0 13 Dec 2021
You Only Need End-to-End Training for Long-Tailed Recognition Zhiwei Zhang 15 2 0 11 Dec 2021
Revisiting Consistency Regularization for Semi-Supervised Learning Yue Fan Anna Kukleva Bernt Schiele 18 58 0 10 Dec 2021