Class-Balanced Loss Based on Effective Number of Samples

16 January 2019

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

50 / 1,024 papers shown

Title
Balanced Classification: A Unified Framework for Long-Tailed Object Detection Tianhao Qi Hongtao Xie P. Li Jiannan Ge Yongdong Zhang 143 13 0 04 Aug 2023
Hard Adversarial Example Mining for Improving Robust Fairness Chenhao Lin Xiang Ji Yulong Yang Q. Li Chao Shen Run Wang Liming Fang AAML 54 2 0 03 Aug 2023
SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems Moon Ye-Bin Nam Hyeon-Woo Wonseok Choi Nayeong Kim Suha Kwak Tae-Hyun Oh DiffM 90 6 0 02 Aug 2023
Deep Learning and Computer Vision for Glaucoma Detection: A Review Mona Ashtari-Majlan Mohammad Mahdi Dehshibi David Masip 82 11 0 31 Jul 2023
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation Moon Ye-Bin Jisoo Kim Hong-Kyu Kim Kilho Son Tae-Hyun Oh 86 9 0 27 Jul 2023
Alleviating the Long-Tail Problem in Conversational Recommender Systems Zhipeng Zhao Kun Zhou Xiaolei Wang Wayne Xin Zhao Fan Pan Bo Zhao Ji-Rong Wen 70 13 0 21 Jul 2023
A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset Zahra Gharaee ZeMing Gong Nicholas Pellegrino Dirk Steinke Joakim Bruslund Haurum ... S. Ratnasingham D. Steinke Angel X. Chang Graham W. Taylor Paul Fieguth 93 27 0 19 Jul 2023
Occlusion Aware Student Emotion Recognition based on Facial Action Unit Detection Shrouk Wally Ahmed S. ELSayed Islam Alkabbany Asem A. Ali Asem Ali CVBM 69 0 0 18 Jul 2023
INFLECT-DGNN: Influencer Prediction with Dynamic Graph Neural Networks Elena Tiukhova Emiliano Penaloza María Óskarsdóttir Bart Baesens M. Snoeck Cristián Bravo 80 2 0 16 Jul 2023
Omnipotent Adversarial Training in the Wild Guanlin Li Kangjie Chen Yuan Xu Han Qiu Tianwei Zhang 131 0 0 14 Jul 2023
Alleviating the Effect of Data Imbalance on Adversarial Training Guanlin Li Guowen Xu Tianwei Zhang 112 2 0 14 Jul 2023
AnuraSet: A dataset for benchmarking Neotropical anuran calls identification in passive acoustic monitoring Juan Sebastián Canas Maria Paula Toro-Gómez L. S. M. Sugai H. Benítez-Restrepo J. Rudas ... José Luiz Massao Moreira Sugai Carolina Emília dos Santos R. Bastos Diego Llusia J. Ulloa 83 21 0 11 Jul 2023
Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators Sikai Bai Shuaicheng Li Weiming Zhuang Jie Zhang Song Guo Kunlin Yang Jun Hou Shuai Zhang Junyu Gao Shuai Yi FedML 54 6 0 11 Jul 2023
Class Instance Balanced Learning for Long-Tailed Classification Marc-Antoine Lavoie Steven Waslander 100 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 104 39 0 11 Jul 2023
Monotone deep Boltzmann machines Zhili Feng Ezra Winston J. Zico Kolter 76 1 0 11 Jul 2023
Set Learning for Accurate and Calibrated Models Lukas Muttenthaler Robert A. Vandermeulen Qiuyi Zhang Thomas Unterthiner Klaus-Robert Muller 78 2 0 05 Jul 2023
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition Chao Liang Zongxin Yang Linchao Zhu Yezhou Yang NoLa 75 9 0 03 Jul 2023
End-to-end Autonomous Driving: Challenges and Frontiers Li Chen Peng Wu Kashyap Chitta Bernhard Jaeger Andreas Geiger Hongyang Li 3DV 206 319 0 29 Jun 2023
NCL++: Nested Collaborative Learning for Long-Tailed Visual Recognition Zichang Tan Jun Yu Li Jinhao Du Jun Wan Zhen Lei Guodong Guo VLM 123 22 0 29 Jun 2023
Subclass-balancing Contrastive Learning for Long-tailed Recognition Chengkai Hou Jieyu Zhang Hong Wang Dinesh Manocha 80 24 0 28 Jun 2023
Can Continual Learning Improve Long-Tailed Recognition? Toward a Unified Framework Mahdiyar Molahasani Michael A. Greenspan Ali Etemad 63 2 0 23 Jun 2023
Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting Zhang-Wei Hong Pulkit Agrawal Rémi Tachet des Combes Romain Laroche OffRL 88 20 0 22 Jun 2023
Simple and Fast Group Robustness by Automatic Feature Reweighting Shi Qiu Andres Potapczynski Pavel Izmailov A. Wilson OOD 143 60 0 19 Jun 2023
GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification Wenzhong Li Changdong Wang Hui Xiong Jian-Huang Lai 103 28 0 16 Jun 2023
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization Yan Luo Yu Tian Minfei Shi Louis R. Pasquale Lucy Q. Shen Nazlee Zebardast T. Elze Mengyu Wang 98 20 0 15 Jun 2023
Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization Ramnath Kumar Kushal Majmundar Dheeraj M. Nagaraj A. Suggala ODL 75 6 0 15 Jun 2023
Enlarged Large Margin Loss for Imbalanced Classification S. Kato Kazuhiro Hotta 145 1 0 15 Jun 2023
Fill-Up: Balancing Long-Tailed Data with Generative Models Joonghyuk Shin Minguk Kang Jaesik Park 116 33 0 12 Jun 2023
Feature Fusion from Head to Tail for Long-Tailed Visual Recognition Mengke Li Zhikai Hu Yang Lu Weichao Lan Yiu-ming Cheung Hui Huang 74 27 0 12 Jun 2023
LIVABLE: Exploring Long-Tailed Classification of Software Vulnerability Types Xinjie Wen Cuiyun Gao Feng Luo Hao Wang Ge Li Qing Liao 82 11 0 12 Jun 2023
Robust Learning with Progressive Data Expansion Against Spurious Correlation Yihe Deng Yu Yang Baharan Mirzasoleiman Quanquan Gu OOD MLT 89 29 0 08 Jun 2023
On the Effectiveness of Out-of-Distribution Data in Self-Supervised Long-Tail Learning Jianhong Bai Zuozhu Liu Hualiang Wang Jinxiang Hao Yang Feng Huanpeng Chu Haoji Hu OODD 96 18 0 08 Jun 2023
Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization Jun-Gyu Park Dong-Jun Han Soyeong Kim Jaekyun Moon OOD TTA 114 12 0 08 Jun 2023
Flexible Distribution Alignment: Towards Long-tailed Semi-supervised Learning with Proper Calibration Emanuel Sanchez Aimar Hannah Helgesen Yonghao Xu Marco Kuhlmann Michael Felsberg 109 0 0 07 Jun 2023
Human-Object Interaction Prediction in Videos through Gaze Following Zhifan Ni Esteve Valls Mascaro Hyemin Ahn Dongheui Lee 105 13 0 06 Jun 2023
Active Inference-Based Optimization of Discriminative Neural Network Classifiers Faezeh Fallah 83 0 0 04 Jun 2023
Balancing Logit Variation for Long-tailed Semantic Segmentation Yuchao Wang Jingjing Fei Haochen Wang Wei Li Tianpeng Bao Liwei Wu Rui Zhao Yujun Shen 103 26 0 03 Jun 2023
Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms Dheeraj Baby Saurabh Garg Tzu-Ching Yen Sivaraman Balakrishnan Zachary Chase Lipton Yu Wang 75 8 0 31 May 2023
FedDisco: Federated Learning with Discrepancy-Aware Collaboration Rui Ye Mingkai Xu Jianyu Wang Chenxin Xu Siheng Chen Yanfeng Wang FedML 98 68 0 30 May 2023
Identifying Spurious Biases Early in Training through the Lens of Simplicity Bias Yu Yang Eric Gan Gintare Karolina Dziugaite Baharan Mirzasoleiman 86 28 0 30 May 2023
Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition Boran Han 73 8 0 30 May 2023
Improving Deep Representation Learning via Auxiliary Learnable Target Coding Kang Liu Ke Chen Yaowei Wang Kui Jia 92 1 0 30 May 2023
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition Marawan Elbatel Robert Martí Xuelong Li AAML 118 11 0 27 May 2023
Score-balanced Loss for Multi-aspect Pronunciation Assessment Heejin Do Yunsu Kim G. G. Lee 57 8 0 26 May 2023
Exploring Weight Balancing on Long-Tailed Recognition Problem Naoya Hasegawa Issei Sato 150 7 0 26 May 2023
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments Thanh-Dat Truong Hoang-Quan Nguyen Bhiksha Raj Khoa Luu CLL 134 14 0 25 May 2023
Decoupled Kullback-Leibler Divergence Loss Jiequan Cui Zhuotao Tian Zhisheng Zhong Xiaojuan Qi Bei Yu Hanwang Zhang 93 46 0 23 May 2023
BMB: Balanced Memory Bank for Imbalanced Semi-supervised Learning Wujian Peng Zejia Weng Hengduo Li Zuxuan Wu 57 0 0 22 May 2023
Testing of Deep Reinforcement Learning Agents with Surrogate Models Matteo Biagiola Paolo Tonella 97 21 0 22 May 2023