Decoupling Representation and Classifier for Long-Tailed Recognition

21 October 2019

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

50 / 658 papers shown

Title
A dual-branch model with inter- and intra-branch contrastive loss for long-tailed recognition Qiong Chen Tianlin Huang Geren Zhu Enlu Lin MQ 23 12 0 28 Sep 2023
InSpaceType: Reconsider Space Type in Indoor Monocular Depth Estimation Cho-Ying Wu Quankai Gao Chin-Cheng Hsu Te-Lin Wu Jing-Wen Chen Ulrich Neumann MDE 25 4 0 24 Sep 2023
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts Jiang-Xin Shi Tong Wei Zhi-Hua Zhou Jiejing Shao Xin-Yan Han Yu-Feng Li 37 27 0 18 Sep 2023
Distributionally Robust Post-hoc Classifiers under Prior Shifts Jiaheng Wei Harikrishna Narasimhan Ehsan Amid Wenjun Chu Yang Liu Abhishek Kumar OOD 50 17 0 16 Sep 2023
LCReg: Long-Tailed Image Classification with Latent Categories based Recognition Weide Liu Zhonghua Wu Yiming Wang Henghui Ding Fayao Liu Jie Lin Guosheng Lin 48 14 0 13 Sep 2023
ConR: Contrastive Regularizer for Deep Imbalanced Regression Mahsa Keramati Lili Meng R. D. Evans 37 9 0 13 Sep 2023
Text-to-feature diffusion for audio-visual few-shot learning Otniel-Bogdan Mercea Thomas Hummel A. Sophia Koepke Zeynep Akata VLM 27 2 0 07 Sep 2023
BeeTLe: A Framework for Linear B-Cell Epitope Prediction and Classification Xiao Yuan 30 3 0 05 Sep 2023
Towards Long-Tailed Recognition for Graph Classification via Collaborative Experts Si-Yu Yi Zhengyan Mao Wei Ju Yong-Dao Zhou Luchen Liu Xiao Luo Ming Zhang 44 7 0 31 Aug 2023
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data Seunghan Yang Byeonggeun Kim Kyuhong Shim Simyoung Chang 33 1 0 31 Aug 2023
From SMOTE to Mixup for Deep Imbalanced Classification Wei Cheng Tan-Ha Mai Hsuan-Tien Lin 18 3 0 29 Aug 2023
Robust Long-Tailed Learning via Label-Aware Bounded CVaR Hong Zhu Runpeng Yu Xingui Tang Yifei Wang Yuan Fang Yisen Wang 26 0 0 29 Aug 2023
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition Ruijie Yao Sheng Jin Lumin Xu Wang Zeng Wentao Liu Chao Qian Ping Luo Ji Wu 28 2 0 28 Aug 2023
Class-Imbalanced Graph Learning without Class Rebalancing Zhining Liu Ruizhong Qiu Zhichen Zeng Hyunsik Yoo David Zhou Zhe Xu Yada Zhu Kommy Weldemariam Jingrui He Hanghang Tong AI4CE 36 9 0 27 Aug 2023
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions Zemin Liu Yuan N. Li Nan-Fang Chen Qian Wang Bryan Hooi Bin He FaML 21 13 0 26 Aug 2023
Dynamic Residual Classifier for Class Incremental Learning Xiu-yan Chen Xiaobin Chang 33 16 0 25 Aug 2023
Dual Compensation Residual Networks for Class Imbalanced Learning Rui Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 30 5 0 25 Aug 2023
Uniformly Distributed Category Prototype-Guided Vision-Language Framework for Long-Tail Recognition Siming Fu Xiaoxuan He Xinpeng Ding Yuchen Cao Hualiang Wang VLM 32 6 0 24 Aug 2023
Head-Tail Cooperative Learning Network for Unbiased Scene Graph Generation Lei Wang Zejian Yuan Yao Lu Badong Chen 40 0 0 23 Aug 2023
centroIDA: Cross-Domain Class Discrepancy Minimization Based on Accumulative Class-Centroids for Imbalanced Domain Adaptation Xiaona Sun Zhenyu Wu Yichen Liu Saier Hu Zhiqiang Zhan Yang Ji 29 1 0 21 Aug 2023
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition QiHao Zhao Chen Jiang Wei Hu Fangying Zhang Jun Liu 35 11 0 19 Aug 2023
Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts S. Park Seunghan Yang Jaegul Choo Sungrack Yun VLM TTA 33 19 0 17 Aug 2023
MEDOE: A Multi-Expert Decoder and Output Ensemble Framework for Long-tailed Semantic Segmentation Jun Shen Long Chen Kun Kuang Fei Wu Tian Feng Wei Zhang MoE 37 0 0 16 Aug 2023
ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition Yixuan Zhou Yi Qu Xing Xu Hengtao Shen 33 16 0 15 Aug 2023
Ensemble Modeling for Multimodal Visual Action Recognition Jyoti Kini Sarah Fleischer I. Dave M. Shah 36 1 0 10 Aug 2023
CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification Dongkyu Kim ViT MedIm 23 11 0 08 Aug 2023
Novel Class Discovery for Long-tailed Recognition Zhang Chuyu Rui Xu Xuming He 35 16 0 06 Aug 2023
RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph Classification Zhengyan Mao Wei Ju Yifang Qin Xiao Luo Ming Zhang 39 16 0 04 Aug 2023
Balanced Classification: A Unified Framework for Long-Tailed Object Detection Tianhao Qi Hongtao Xie P. Li Jiannan Ge Yongdong Zhang 39 11 0 04 Aug 2023
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants Yibo Yang Haobo Yuan Hefei Ling Jianlong Wu Lefei Zhang Zhouchen Lin Philip Torr Dacheng Tao Guohao Li CLL 33 8 0 03 Aug 2023
Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classification Marawan Elbatel Hualiang Wang Robert Martí Huazhu Fu Xuelong Li FedML 45 8 0 27 Jul 2023
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation Moon Ye-Bin Jisoo Kim Hong-Kyu Kim Kilho Son Tae-Hyun Oh 37 9 0 27 Jul 2023
$Few-shot $\mathbf{1/a}$ Anomalies Feedback : Damage Vision Mining Opportunity and Embedding Feature Imbalance$ Few-shot $\mathbf{1/a}$ Anomalies Feedback : Damage Vision Mining Opportunity and Embedding Feature Imbalance Takato Yasuno AI4TS 29 0 0 24 Jul 2023
General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds with One Stone Zenghao Bao Zichang Tan Jun Yu Li Jun Wan Xibo Ma Zhen Lei 27 7 0 19 Jul 2023
Class Attention to Regions of Lesion for Imbalanced Medical Image Recognition Jia-Xin Zhuang Jiabin Cai Jianguo Zhang Wei-Shi Zheng Ruixuan Wang 16 10 0 19 Jul 2023
FedBug: A Bottom-Up Gradual Unfreezing Framework for Federated Learning Chia-Hsiang Kao Yu-Chiang Frank Wang FedML 26 1 0 19 Jul 2023
LA-Net: Landmark-Aware Learning for Reliable Facial Expression Recognition under Label Noise Zhi-Fan Wu J. Cui 40 14 0 18 Jul 2023
Learning Subjective Time-Series Data via Utopia Label Distribution Approximation Wenxin Xu Hexin Jiang Xuefeng Liang Ying Zhou Yin Zhao Jie Zhang AI4TS 35 0 0 15 Jul 2023
Alleviating the Effect of Data Imbalance on Adversarial Training Guanlin Li Guowen Xu Tianwei Zhang 33 2 0 14 Jul 2023
Class Instance Balanced Learning for Long-Tailed Classification Marc-Antoine Lavoie Steven Waslander 59 0 0 11 Jul 2023
Unbiased Scene Graph Generation via Two-stage Causal Modeling Shuzhou Sun Shuaifeng Zhi Qing Liao J. Heikkilä Li Liu CML 28 33 0 11 Jul 2023
ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification Yilan Zhang Jianqi Chen K. Wang Feng-ying Xie 38 8 0 09 Jul 2023
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition Chao Liang Zongxin Yang Linchao Zhu Yezhou Yang NoLa 27 8 0 03 Jul 2023
Single-Stage Heavy-Tailed Food Classification Jiangpeng He F. Zhu 28 9 0 01 Jul 2023
NCL++: Nested Collaborative Learning for Long-Tailed Visual Recognition Zichang Tan Jun Yu Li Jinhao Du Jun Wan Zhen Lei Guodong Guo VLM 35 21 0 29 Jun 2023
Subclass-balancing Contrastive Learning for Long-tailed Recognition Chengkai Hou Jieyu Zhang Hong Wang Dinesh Manocha 34 21 0 28 Jun 2023
Few-Shot Continual Learning via Flat-to-Wide Approaches M. A. Ma'sum Mahardhika Pratama E. Lughofer Lin Liu Habibullah Habibullah Ryszard Kowalczyk VLM CLL 29 4 0 26 Jun 2023
Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification Rui Wang Peipei Li Huaibo Huang Chunshui Cao Ran He Zhaofeng He 23 13 0 24 Jun 2023
Can Continual Learning Improve Long-Tailed Recognition? Toward a Unified Framework Mahdiyar Molahasani Michael A. Greenspan Ali Etemad 24 2 0 23 Jun 2023
Toward Leveraging Pre-Trained Self-Supervised Frontends for Automatic Singing Voice Understanding Tasks: Three Case Studies Yuya Yamamoto 33 2 0 22 Jun 2023