Class-Balanced Loss Based on Effective Number of Samples

16 January 2019

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

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Title
VideoLT: Large-scale Long-tailed Video Recognition Xing Zhang Zuxuan Wu Zejia Weng Huazhu Fu Jingjing Chen Yu-Gang Jiang Larry S. Davis 38 41 0 06 May 2021
DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data Damien Dablain Bartosz Krawczyk Nitesh Chawla 29 263 0 05 May 2021
GistNet: a Geometric Structure Transfer Network for Long-Tailed Recognition Bo Liu Haoxiang Li Hao Kang G. Hua Nuno Vasconcelos CVBM 31 38 0 01 May 2021
Breadcrumbs: Adversarial Class-Balanced Sampling for Long-tailed Recognition Bo Liu Haoxiang Li Hao Kang G. Hua Nuno Vasconcelos 33 14 0 01 May 2021
Faster Meta Update Strategy for Noise-Robust Deep Learning Youjiang Xu Linchao Zhu Lu Jiang Yi Yang 33 51 0 30 Apr 2021
[Re] Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias Sunnie S. Y. Kim Sharon Zhang Nicole Meister Olga Russakovsky 13 2 0 28 Apr 2021
Less is more: Selecting informative and diverse subsets with balancing constraints Srikumar Ramalingam Daniel Glasner Kaushal Patel R. Vemulapalli Sadeep Jayasumana Sanjiv Kumar 21 6 0 26 Apr 2021
AttWalk: Attentive Cross-Walks for Deep Mesh Analysis Ran Ben Izhak Alon Lahav A. Tal 3DV 36 10 0 23 Apr 2021
Balanced Knowledge Distillation for Long-tailed Learning Shaoyu Zhang Chen Chen Xiyuan Hu Silong Peng 53 57 0 21 Apr 2021
Concept Drift Detection from Multi-Class Imbalanced Data Streams Lukasz Korycki Bartosz Krawczyk 24 40 0 20 Apr 2021
Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence Qi Qi Youzhi Luo Zhao Xu Shuiwang Ji Tianbao Yang 18 59 0 18 Apr 2021
Augmenting Deep Classifiers with Polynomial Neural Networks Grigorios G. Chrysos Markos Georgopoulos Jiankang Deng Jean Kossaifi Yannis Panagakis Anima Anandkumar 24 18 0 16 Apr 2021
Exploring Visual Engagement Signals for Representation Learning Menglin Jia Zuxuan Wu A. Reiter Claire Cardie Serge Belongie Ser-Nam Lim 21 13 0 15 Apr 2021
Do Deep Neural Networks Forget Facial Action Units? -- Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition Pooja Prajod Dominik Schiller Tobias Huber Elisabeth André CVBM 19 8 0 15 Apr 2021
DropLoss for Long-Tail Instance Segmentation Ting-I Hsieh Esther Robb Hwann-Tzong Chen Jia-Bin Huang 34 49 0 13 Apr 2021
Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition Yan Zhao Weicong Chen Xu Tan Kai Huang Jihong Zhu 33 56 0 13 Apr 2021
Image-Level or Object-Level? A Tale of Two Resampling Strategies for Long-Tailed Detection Nadine Chang Zhiding Yu Yu-xiong Wang Anima Anandkumar Sanja Fidler J. Álvarez 43 37 0 12 Apr 2021
Intra-Class Uncertainty Loss Function for Classification He Zhu Shan Yu UQCV 35 4 0 12 Apr 2021
Class-Balanced Distillation for Long-Tailed Visual Recognition Ahmet Iscen A. Araújo Boqing Gong Cordelia Schmid 39 36 0 12 Apr 2021
Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class Imbalance Manuel Carranza-García Pedro Lara-Benítez Jorge García-Gutiérrez José Cristóbal Riquelme Santos ObjD 22 34 0 08 Apr 2021
SiamReID: Confuser Aware Siamese Tracker with Re-identification Feature A. M. N. Taufique Andreas E. Savakis Michael Braun Daniel B. Kubacki Ethan Dell Lei Qian Sean M. O’Rourke 17 3 0 08 Apr 2021
Regularizing Generative Adversarial Networks under Limited Data Hung-Yu Tseng Lu Jiang Ce Liu Ming-Hsuan Yang Weilong Yang GAN 35 142 0 07 Apr 2021
Distributional Robustness Loss for Long-tail Learning Dvir Samuel Gal Chechik OOD 39 100 0 07 Apr 2021
Adversarial Robustness under Long-Tailed Distribution Tong Wu Ziwei Liu Qingqiu Huang Yu Wang Dahua Lin 26 76 0 06 Apr 2021
Procrustean Training for Imbalanced Deep Learning Han-Jia Ye De-Chuan Zhan Wei-Lun Chao 29 31 0 05 Apr 2021
A surrogate loss function for optimization of $F_β$ score in binary classification with imbalanced data Namgil Lee Heejung Yang Hojin Yoo 21 8 0 03 Apr 2021
Adaptive Class Suppression Loss for Long-Tail Object Detection Tong Wang Yousong Zhu Chaoyang Zhao Wei Zeng Jinqiao Wang Ming Tang 23 109 0 02 Apr 2021
Improving Calibration for Long-Tailed Recognition Zhisheng Zhong Jiequan Cui Shu Liu Jiaya Jia 27 288 0 01 Apr 2021
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation Rongjie Li Songyang Zhang Bo Wan Xuming He 196 214 0 01 Apr 2021
Improved and efficient inter-vehicle distance estimation using road gradients of both ego and target vehicles Robik Shrestha Jinkyu Lee Kushal Kafle S. Hwang Il Yong Chun 17 1 0 01 Apr 2021
Convolutional Dynamic Alignment Networks for Interpretable Classifications Christian Stewart Mario Fritz Bernt Schiele 11 55 0 31 Mar 2021
Graph Classification by Mixture of Diverse Experts Fenyu Hu Liping Wang Shu Wu Liang Wang Tieniu Tan 42 10 0 29 Mar 2021
Understanding the role of importance weighting for deep learning Da Xu Yuting Ye Chuanwei Ruan FAtt 39 43 0 28 Mar 2021
Meta-Mining Discriminative Samples for Kinship Verification Wanhua Li Shiwei Wang Jiwen Lu Jianjiang Feng Jie Zhou 36 20 0 28 Mar 2021
Learning a Sketch Tensor Space for Image Inpainting of Man-made Scenes Chenjie Cao Yanwei Fu 15 53 0 28 Mar 2021
Distilling Virtual Examples for Long-tailed Recognition Yingying He Jianxin Wu Xiu-Shen Wei 36 100 0 28 Mar 2021
Input-Output Balanced Framework for Long-tailed LiDAR Semantic Segmentation Peishan Cong Xinge Zhu Yuexin Ma 31 9 0 26 Mar 2021
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification Peng Wang Kai Han Xiu-Shen Wei Lei Zhang Lei Wang SSL 35 233 0 26 Mar 2021
Orthogonal Projection Loss Kanchana Ranasinghe Muzammal Naseer Munawar Hayat Salman Khan Fahad Shahbaz Khan VLM 27 69 0 25 Mar 2021
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition Shuang Li Kaixiong Gong Chi Harold Liu Yulin Wang Feng Qiao Xinjing Cheng 19 149 0 23 Mar 2021
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors Osama Makansi Özgün Çiçek Yassine Marrakchi Thomas Brox 31 46 0 23 Mar 2021
Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling Hongying Liu Peng Zhao Zhubo Ruan Fanhua Shang Yuanyuan Liu SupR 26 24 0 22 Mar 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark Joakim Bruslund Haurum T. Moeslund 25 60 0 19 Mar 2021
Detecting Human-Object Interaction via Fabricated Compositional Learning Zhi Hou B. Yu Yu Qiao Xiaojiang Peng Dacheng Tao 38 96 0 15 Mar 2021
NVUM: Non-Volatile Unbiased Memory for Robust Medical Image Classification Fengbei Liu Yuanhong Chen Yu Tian Yuyuan Liu Chong Wang Vasileios Belagiannis G. Carneiro 26 11 0 06 Mar 2021
Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles Nico Lang Nikolai Kalischek J. Armston Konrad Schindler R. Dubayah Jan Dirk Wegner 14 158 0 05 Mar 2021
Label-Imbalanced and Group-Sensitive Classification under Overparameterization Ganesh Ramachandra Kini Orestis Paraskevas Samet Oymak Christos Thrampoulidis 36 94 0 02 Mar 2021
RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data Mahsa Ghorbani Anees Kazi M. Baghshah Hamid R. Rabiee Nassir Navab 27 72 0 27 Feb 2021
Reducing Conservativeness Oriented Offline Reinforcement Learning Hongchang Zhang Jianzhun Shao Yuhang Jiang Shuncheng He Xiangyang Ji OffRL 35 6 0 27 Feb 2021
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation Yuhang Zang Chen Huang Chen Change Loy 26 112 0 25 Feb 2021