Class-Balanced Loss Based on Effective Number of Samples

16 January 2019

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

50 / 1,009 papers shown

Title
Neural Collapse: A Review on Modelling Principles and Generalization Vignesh Kothapalli 35 76 0 08 Jun 2022
How does overparametrization affect performance on minority groups? Subha Maity Saptarshi Roy Songkai Xue Mikhail Yurochkin Yuekai Sun 29 3 0 07 Jun 2022
FIFA: Making Fairness More Generalizable in Classifiers Trained on Imbalanced Data Zhun Deng Jiayao Zhang Linjun Zhang Ting Ye Yates Coley Weijie J. Su James Zou 43 16 0 06 Jun 2022
Semi-Supervised Learning for Mars Imagery Classification and Segmentation Wenjing Wang Lilang Lin Zejia Fan Jiaying Liu SSL 23 10 0 05 Jun 2022
Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in Videos Sukjun Hwang Miran Heo Seoung Wug Oh Seon Joo Kim VOT 30 6 0 05 Jun 2022
Long-tailed Recognition by Learning from Latent Categories Weide Liu Zhonghua Wu Yiming Wang Henghui Ding Fayao Liu Jie Lin Guosheng Lin 47 5 0 02 Jun 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 27 123 0 27 May 2022
Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Data Classification Liang Xu Yi Cheng Fan Zhang Bingxuan Wu Pengfei Shao Peng Liu Shuwei Shen Peng Yao Ronald X.Xu 30 1 0 24 May 2022
Learning Muti-expert Distribution Calibration for Long-tailed Video Classification Yufan Hu Junyu Gao Changsheng Xu 19 4 0 22 May 2022
Masterful: A Training Platform for Computer Vision Models S. Wookey Yaoshiang Ho Thomas D. Rikert Juan David Gil Lopez Juan Manuel Munoz Beancur ... Ray Tawil Aaron Sabin Jack Lynch Travis Harper Nikhil Gajendrakumar VLM 23 1 0 21 May 2022
ViralBERT: A User Focused BERT-Based Approach to Virality Prediction R. Rameez Hossein A. Rahmani Emine Yilmaz 16 6 0 17 May 2022
Importance Weighted Structure Learning for Scene Graph Generation Daqing Liu M. Bober J. Kittler 34 5 0 14 May 2022
Optimising Equal Opportunity Fairness in Model Training Aili Shen Xudong Han Trevor Cohn Timothy Baldwin Lea Frermann FaML 32 28 0 05 May 2022
Scene Clustering Based Pseudo-labeling Strategy for Multi-modal Aerial View Object Classification Jun-chen Yu Hao Chang Keda Lu Liwen Zhang Shenshen Du Zhong Zhang 32 2 0 04 May 2022
Diverse Image Captioning with Grounded Style Franz Klein Shweta Mahajan S. Roth 22 7 0 03 May 2022
Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving Na Li Fan Song Ying Zhang Pengpeng Liang Erkang Cheng 17 5 0 01 May 2022
ELM: Embedding and Logit Margins for Long-Tail Learning Wittawat Jitkrittum A. Menon A. S. Rawat Surinder Kumar 43 11 0 27 Apr 2022
PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions Zhaoqi Leng Mingxing Tan Chenxi Liu E. D. Cubuk Xiaojie Shi Shuyang Cheng Drago Anguelov 26 134 0 26 Apr 2022
Taygete at SemEval-2022 Task 4: RoBERTa based models for detecting Patronising and Condescending Language Jayant Chhillar 44 0 0 22 Apr 2022
Solving The Long-Tailed Problem via Intra- and Inter-Category Balance Renhui Zhang Tiancheng Lin Rui Zhang Yi Xu 27 4 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
FOSTER: Feature Boosting and Compression for Class-Incremental Learning Fu Lee Wang Da-Wei Zhou Han-Jia Ye De-Chuan Zhan CLL 38 243 0 10 Apr 2022
On Distinctive Image Captioning via Comparing and Reweighting Jiuniu Wang Wenjia Xu Qingzhong Wang Antoni B. Chan 48 16 0 08 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 32 9 0 07 Apr 2022
OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses Robik Shrestha Kushal Kafle Christopher Kanan CML 38 13 0 05 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
Analyzing the Effects of Handling Data Imbalance on Learned Features from Medical Images by Looking Into the Models Ashkan Khakzar Yawei Li Yang Zhang Mirac Sanisoglu Seong Tae Kim Mina Rezaei Bernd Bischl Nassir Navab 35 0 0 04 Apr 2022
A Closer Look at Rehearsal-Free Continual Learning James Smith Junjiao Tian Shaunak Halbe Yen-Chang Hsu Z. Kira VLM CLL 26 60 0 31 Mar 2022
Balanced MSE for Imbalanced Visual Regression Jiawei Ren Mingyuan Zhang Cunjun Yu Ziwei Liu 41 114 0 30 Mar 2022
Investigating Top- $k$ White-Box and Transferable Black-box Attack Chaoning Zhang Philipp Benz Adil Karjauv Jae-Won Cho Kang Zhang In So Kweon 38 43 0 30 Mar 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition Jun Li Zichang Tan Jun Wan Zhen Lei Guodong Guo 36 85 0 29 Mar 2022
TL-GAN: Improving Traffic Light Recognition via Data Synthesis for Autonomous Driving Danfeng Wang Xinlong Ma Xiaodong Yang 27 4 0 28 Mar 2022
Discovering Human-Object Interaction Concepts via Self-Compositional Learning Zhi Hou Baosheng Yu Dacheng Tao 27 18 0 27 Mar 2022
Audio-Adaptive Activity Recognition Across Video Domains Yun C. Zhang Hazel Doughty Ling Shao Cees G. M. Snoek 17 38 0 27 Mar 2022
Long-Tailed Recognition via Weight Balancing Shaden Alshammari Yu-xiong Wang Deva Ramanan Shu Kong MQ 25 141 0 27 Mar 2022
A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration R. Hebbalaguppe Jatin Prakash Neelabh Madan Chetan Arora UQCV 25 42 0 25 Mar 2022
Repairing Group-Level Errors for DNNs Using Weighted Regularization Ziyuan Zhong Yuchi Tian Conor J. Sweeney Vicente Ordonez Baishakhi Ray 24 0 0 24 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
3D Multi-Object Tracking Using Graph Neural Networks with Cross-Edge Modality Attention M. Büchner Abhinav Valada 3DPC VOT 13 24 0 21 Mar 2022
LocATe: End-to-end Localization of Actions in 3D with Transformers Jiankai Sun Bolei Zhou Michael J. Black Arjun Chandrasekaran 64 8 0 21 Mar 2022
RareGAN: Generating Samples for Rare Classes Zinan Lin Hao Liang Giulia Fanti Vyas Sekar GAN 13 9 0 20 Mar 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 32 42 0 18 Mar 2022
Learning Affordance Grounding from Exocentric Images Hongcheng Luo Wei Zhai Jing Zhang Yang Cao Dacheng Tao 24 61 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 37 18 0 18 Mar 2022
On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond Yuzhe Yang Hao Wang Dina Katabi AI4CE 25 39 0 17 Mar 2022
Interactive Robotic Grasping with Attribute-Guided Disambiguation Yang Yang Xibai Lou Changhyun Choi 21 30 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 41 20 0 14 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 27 3 0 11 Mar 2022
Universal Prototype Transport for Zero-Shot Action Recognition and Localization Pascal Mettes 19 5 0 08 Mar 2022
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning Zhi Hou B. Yu Dacheng Tao ViT 52 59 0 03 Mar 2022