Class-Balanced Loss Based on Effective Number of Samples

16 January 2019

Papers citing "Class-Balanced Loss Based on Effective Number of Samples"

50 / 1,005 papers shown

Title
Refining Skewed Perceptions in Vision-Language Models through Visual Representations Haocheng Dai Sarang Joshi VLM 74 0 0 03 Jan 2025
The Silent Majority: Demystifying Memorization Effect in the Presence of Spurious Correlations Chenyu You Haocheng Dai Yifei Min Jasjeet Sekhon S. Joshi James S. Duncan 68 2 0 01 Jan 2025
DFME: A New Benchmark for Dynamic Facial Micro-expression Recognition Sirui Zhao Huaying Tang Xinglong Mao Shifeng Liu Hanqing Tao Hongya Wang Tong Xu Enhong Chen 56 3 0 31 Dec 2024
Contrastive Conditional Alignment based on Label Shift Calibration for Imbalanced Domain Adaptation Xiaona Sun Zhenyu Wu Zhiqiang Zhan Yang Ji 49 1 0 31 Dec 2024
Prior2Posterior: Model Prior Correction for Long-Tailed Learning S Divakar Bhat Amit More Mudit Soni Surbhi Agrawal 79 0 0 21 Dec 2024
Effective Context Modeling Framework for Emotion Recognition in Conversations Cuong Tran Van Thanh V. T. Tran V. Nguyen Truong-Son Hy 78 0 0 21 Dec 2024
Difficulty-aware Balancing Margin Loss for Long-tailed Recognition Minseok Son Inyong Koo Jinyoung Park Changick Kim 81 0 0 20 Dec 2024
SSE-SAM: Balancing Head and Tail Classes Gradually through Stage-Wise SAM Xingyu Lyu Qianqian Xu Zhiyong Yang Shaojie Lyu Qingming Huang 82 0 0 18 Dec 2024
Partial Knowledge Distillation for Alleviating the Inherent Inter-Class Discrepancy in Federated Learning Xiaoyu Gan Xizi Chen Jingyang Zhu Xiaomeng Wang Jingbo Jiang Chi-Ying Tsui FedML 100 0 0 23 Nov 2024
Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation Rohith Peddi Saurabh Ayush Abhay Shrivastava Parag Singla Vibhav Gogate 82 0 0 20 Nov 2024
Energy Score-based Pseudo-Label Filtering and Adaptive Loss for Imbalanced Semi-supervised SAR target recognition Xinzheng Zhang Yuqing Luo Guopeng Li 34 0 0 06 Nov 2024
Dataset Awareness is not Enough: Implementing Sample-level Tail Encouragement in Long-tailed Self-supervised Learning Haowen Xiao Guanghui Liu Xinyi Gao Yang Li Fengmao Lv Jielei Chu 34 0 0 30 Oct 2024
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition Mengke Li Yong Liu Yang Lu Yiqun Zhang Yiu-ming Cheung Hui Huang VLM 35 2 0 28 Oct 2024
Binary Classification: Is Boosting stronger than Bagging? Dimitris Bertsimas Vasiliki Stoumpou MQ 28 0 0 24 Oct 2024
CKSP: Cross-species Knowledge Sharing and Preserving for Universal Animal Activity Recognition Axiu Mao Meilu Zhu Zhaojin Guo Zheng He Tomas Norton Kai Liu 36 0 0 22 Oct 2024
Granularity Matters in Long-Tail Learning Shizhen Zhao Xin Wen Qingbin Liu Chuofan Ma Chun Yuan Xiaojuan Qi 34 0 0 21 Oct 2024
Optimizing importance weighting in the presence of sub-population shifts Floris Holstege Bram Wouters Noud van Giersbergen C. Diks 31 0 0 18 Oct 2024
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning Guibin Zhang Haonan Dong Yuchen Zhang Zhixun Li Dingshuo Chen Kai Wang Tianlong Chen Yuxuan Liang Dawei Cheng Kun Wang 32 3 0 17 Oct 2024
Devil in the Tail: A Multi-Modal Framework for Drug-Drug Interaction Prediction in Long Tail Distinction L. Zheng Chang Dong W. Zhang Xin Chen Lin Yue Weitong Chen 21 0 0 16 Oct 2024
SAM-Guided Masked Token Prediction for 3D Scene Understanding Zhimin Chen Liang Yang Yingwei Li Longlong Jing Bing Li 37 3 0 16 Oct 2024
ECGN: A Cluster-Aware Approach to Graph Neural Networks for Imbalanced Classification Bishal Thapaliya Anh Nguyen Yao Lu Tian Xie Igor Grudetskyi Fudong Lin Antonios Valkanas Jingyu Liu Deepayan Chakraborty Bilel Fehri 32 1 0 15 Oct 2024
Fractal Calibration for long-tailed object detection Konstantinos Panagiotis Alexandridis Ismail Elezi Jiankang Deng Anh H. Nguyen Shan Luo 175 0 0 15 Oct 2024
RICASSO: Reinforced Imbalance Learning with Class-Aware Self-Supervised Outliers Exposure Jiahui Geng Sin Chee Chin Tingxuan Gao Wenming Yang 38 0 0 14 Oct 2024
Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset Hideyuki Oiso Yuto Matsunaga Kazuya Kakizaki Taiki Miyagawa 36 2 0 13 Oct 2024
Distributionally robust self-supervised learning for tabular data Shantanu Ghosh Tiankang Xie Mikhail Kuznetsov OOD 29 1 0 11 Oct 2024
Continual Learning: Less Forgetting, More OOD Generalization via Adaptive Contrastive Replay Hossein Rezaei Mohammad Sabokrou CLL 37 0 0 09 Oct 2024
Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition Zi-Hao Zhou Siyuan Fang Zi-Jing Zhou Tong Wei Yuanyu Wan Min-Ling Zhang 28 2 0 08 Oct 2024
Data Quality Issues in Vulnerability Detection Datasets Yuejun Guo Seifeddine Bettaieb AAML 32 4 0 08 Oct 2024
Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future Long Chen Yuzhi Huang Junyu Dong Qi Xu Sam Kwong Huimin Lu Huchuan Lu Chongyi Li 33 2 0 08 Oct 2024
EgoOops: A Dataset for Mistake Action Detection from Egocentric Videos Referring to Procedural Texts Yuto Haneji Taichi Nishimura Hirotaka Kameko Keisuke Shirai Tomoya Yoshida Keiya Kajimura Koki Yamamoto Taiyu Cui Tomohiro Nishimoto Shinsuke Mori EgoV 51 2 0 07 Oct 2024
Adjusting Pretrained Backbones for Performativity Berker Demirel Lingjing Kong Kun Zhang Theofanis Karaletsos Celestine Mendler-Dünner Francesco Locatello KELM 19 0 0 06 Oct 2024
Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance Pankhi Kashyap Pavni Tandon Sunny Gupta Abhishek Tiwari Ritwik Kulkarni Kshitij Sharad Jadhav 37 1 0 05 Oct 2024
MONICA: Benchmarking on Long-tailed Medical Image Classification Lie Ju Siyuan Yan Yukun Zhou Yang Nan Xiaodan Xing Peibo Duan Zongyuan Ge 62 0 0 02 Oct 2024
Multiplicative Logit Adjustment Approximates Neural-Collapse-Aware Decision Boundary Adjustment Naoya Hasegawa Issei Sato 41 0 0 26 Sep 2024
VLMine: Long-Tail Data Mining with Vision Language Models Mao Ye Gregory P. Meyer Zaiwei Zhang Dennis Park Siva Karthik Mustikovela Yuning Chai Eric M. Wolff VLM 39 1 0 23 Sep 2024
MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised Learning Eric Li Yifan Zhang Yu Huang Kevin Leach 34 0 0 20 Sep 2024
End-to-end Open-vocabulary Video Visual Relationship Detection using Multi-modal Prompting Yongqi Wang Xinxiao Wu Shuo Yang Jiebo Luo 182 1 0 19 Sep 2024
FedLF: Adaptive Logit Adjustment and Feature Optimization in Federated Long-Tailed Learning Xiuhua Lu Peng Li Xuefeng Jiang FedML 28 3 0 18 Sep 2024
LPT++: Efficient Training on Mixture of Long-tailed Experts Bowen Dong Pan Zhou W. Zuo VLM 42 0 0 17 Sep 2024
Stimulus Modality Matters: Impact of Perceptual Evaluations from Different Modalities on Speech Emotion Recognition System Performance Huang-Cheng Chou Haibin Wu Chi-Chun Lee 37 1 0 16 Sep 2024
FiAt-Net: Detecting Fibroatheroma Plaque Cap in 3D Intravascular OCT Images Yaopeng Peng Zhi Chen Andreas Wahle T. Kovárník Milan Sonk Danny Chen 23 0 0 13 Sep 2024
Learn from Balance: Rectifying Knowledge Transfer for Long-Tailed Scenarios Xinlei Huang Jialiang Tang Xubin Zheng Jinjia Zhou Wenxin Yu Ning Jiang 43 0 0 12 Sep 2024
Adaptive Adapter Routing for Long-Tailed Class-Incremental Learning Zhi-Hong Qi Da-Wei Zhou Yiran Yao Han-Jia Ye De-Chuan Zhan CLL 48 5 0 11 Sep 2024
An Effective Context-Balanced Adaptation Approach for Long-Tailed Speech Recognition Yi-Cheng Wang Li-Ting Pai Bi-Cheng Yan Hsin-Wei Wang Chi-Han Lin Berlin Chen 30 1 0 10 Sep 2024
MLLM-FL: Multimodal Large Language Model Assisted Federated Learning on Heterogeneous and Long-tailed Data Jianyi Zhang H. Yang Ang Li Xin Guo Pu Wang Haiming Wang Yiran Chen Hai Li 39 2 0 09 Sep 2024
Joint Input and Output Coordination for Class-Incremental Learning Shuai Wang Yibing Zhan Yong Luo Han Hu Wei Yu Yonggang Wen Dacheng Tao CLL 40 2 0 09 Sep 2024
When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model study Tomoyuki Obuchi Toshiyuki Tanaka 61 0 0 09 Sep 2024
Efficient Classification of Histopathology Images Mohammad Iqbal Nouyed Mary-Anne Hartley Gianfranco Doretto Donald Adjeroh 28 0 0 08 Sep 2024
Ultra-imbalanced classification guided by statistical information Yin Jin Ningtao Wang Ruofan Wu Pengfei Shi Xing Fu Weiqiang Wang 38 0 0 06 Sep 2024
Text-Guided Mixup Towards Long-Tailed Image Categorization Richard Franklin Jiawei Yao Deyang Zhong Qi Qian Juhua Hu VLM 29 0 0 05 Sep 2024