Feature Space Augmentation for Long-Tailed Data

9 August 2020

Peng Chu

Papers citing "Feature Space Augmentation for Long-Tailed Data"

50 / 125 papers shown

Title
Does Collaborative Human-LM Dialogue Generation Help Information Extraction from Human Dialogues? Bo-Ru Lu Nikita Haduong Chia-Hsuan Lee Zeqiu Wu Hao Cheng Paul Koester J. Utke Tao Yu Noah A. Smith Mari Ostendorf SyDa 47 2 0 13 Jul 2023
Free-Form Composition Networks for Egocentric Action Recognition Haoran Wang Qinghua Cheng Baosheng Yu Yibing Zhan Dapeng Tao Liang Ding Haibin Ling EgoV 49 0 0 13 Jul 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 12 19 0 12 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 27 25 0 03 Jun 2023
Exploring Weight Balancing on Long-Tailed Recognition Problem Naoya Hasegawa Issei Sato 19 6 0 26 May 2023
Adjusting Logit in Gaussian Form for Long-Tailed Visual Recognition Mengke Li Y. Cheung Yang Lu Zhikai Hu Weichao Lan Hui Huang 29 5 0 18 May 2023
Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions Fei Du Peng Yang Qi Jia Fengtao Nan Xiaoting Chen Yun Yang 25 46 0 15 May 2023
Towards Effective Collaborative Learning in Long-Tailed Recognition Zhengzhuo Xu Zenghao Chai Chengying Xu Chun Yuan Haiqin Yang 15 4 0 05 May 2023
Class-Balancing Diffusion Models Yiming Qin Huangjie Zheng Jiangchao Yao Mingyuan Zhou Ya-Qin Zhang DiffM 22 42 0 30 Apr 2023
Propheter: Prophetic Teacher Guided Long-Tailed Distribution Learning Wenxiang Xu Lin Chen Linyun Zhou Jie Lei Lechao Cheng Zunlei Feng Min-Gyoo Song 26 1 0 09 Apr 2023
Use Your Head: Improving Long-Tail Video Recognition Toby Perrett Saptarshi Sinha T. Burghardt Majid Mirmehdi Dima Damen 30 15 0 03 Apr 2023
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail Yingjun Du Jiayi Shen Xiantong Zhen Cees G. M. Snoek 34 12 0 31 Mar 2023
Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds Yanbiao Ma Licheng Jiao F. Liu Maoji Wen Lingling Li Wenping Ma Shuyuan Yang Xu Liu Puhua Chen 36 5 0 22 Mar 2023
Long-tailed Classification from a Bayesian-decision-theory Perspective Bolian Li Ruqi Zhang 30 1 0 10 Mar 2023
AdaptiveShape: Solving Shape Variability for 3D Object Detection with Geometry Aware Anchor Distributions B. Sick Michael Walter Jochen Abhau 3DPC 11 1 0 28 Feb 2023
SCLIFD:Supervised Contrastive Knowledge Distillation for Incremental Fault Diagnosis under Limited Fault Data Peng Peng Hanrong Zhang Mengxuan Li Gongzhuang Peng Hongwei Wang Weiming Shen CLL 17 8 0 12 Feb 2023
CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition Sumyeong Ahn Jongwoo Ko Se-Young Yun 28 30 0 10 Feb 2023
Long-Tailed Partial Label Learning via Dynamic Rebalancing Feng Hong Jiangchao Yao Zhihan Zhou Ya-Qin Zhang Yanfeng Wang 18 26 0 10 Feb 2023
Delving Deep into Simplicity Bias for Long-Tailed Image Recognition Xiu-Shen Wei Xuhao Sun Yang Shen Anqi Xu Peng Wang Faen Zhang 36 1 0 07 Feb 2023
Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning Wenkai Yang Deli Chen Hao Zhou Fandong Meng Jie Zhou Xu Sun FedML 35 5 0 25 Jan 2023
Learning Imbalanced Data with Vision Transformers Zhengzhuo Xu R. Liu Shuo Yang Zenghao Chai Chun Yuan 35 32 0 05 Dec 2022
VLG: General Video Recognition with Web Textual Knowledge Jintao Lin Zhaoyang Liu Wenhai Wang Wayne Wu Limin Wang 39 0 0 03 Dec 2022
Compound Batch Normalization for Long-tailed Image Classification Lechao Cheng Chaowei Fang Dingwen Zhang Guanbin Li Gang Huang 40 11 0 02 Dec 2022
Long-tail Cross Modal Hashing Zijun Gao J. Wang Guoxian Yu Zhongmin Yan C. Domeniconi Jinglin Zhang 14 8 0 28 Nov 2022
Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition WonJun Moon Hyun Seok Seong Jae-Pil Heo VLM 17 5 0 24 Nov 2022
UpCycling: Semi-supervised 3D Object Detection without Sharing Raw-level Unlabeled Scenes Sunwook Hwang Youngseok Kim Seongwon Kim S. Bahk Hyung-Sin Kim 3DPC 26 3 0 22 Nov 2022
Extending Temporal Data Augmentation for Video Action Recognition Artjoms Gorpincenko Michal Mackiewicz ViT 21 4 0 09 Nov 2022
Improving the Intra-class Long-tail in 3D Detection via Rare Example Mining C. Jiang Mahyar Najibi C. Qi Yin Zhou Drago Anguelov 21 20 0 15 Oct 2022
The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition Jingru Tan Bo-wen Li Xin Lu Yongqiang Yao F. Yu Tong He Wanli Ouyang 39 8 0 11 Oct 2022
Long-Tailed Class Incremental Learning Xialei Liu Yu-Song Hu Xuezhi Cao Andrew D. Bagdanov Ke Li Mingg-Ming Cheng CLL 63 35 0 01 Oct 2022
IMB-NAS: Neural Architecture Search for Imbalanced Datasets Rahul Duggal ShengYun Peng Hao Zhou Duen Horng Chau 6 2 0 30 Sep 2022
Personalizing Intervened Network for Long-tailed Sequential User Behavior Modeling Zheqi Lv Feng Wang Shengyu Zhang Kun Kuang Hongxia Yang Fei Wu 29 8 0 19 Aug 2022
Maximising the Utility of Validation Sets for Imbalanced Noisy-label Meta-learning D. Hoang Cuong C. Nguyen Cuong Nguyen anh Belagiannis Vasileios G. Carneiro 13 2 0 17 Aug 2022
Constructing Balance from Imbalance for Long-tailed Image Recognition Yue Xu Yong-Lu Li Jiefeng Li Cewu Lu CVBM 22 29 0 04 Aug 2022
DAS: Densely-Anchored Sampling for Deep Metric Learning Lizhao Liu Shan Huang Zhuangwei Zhuang Ran Yang Mingkui Tan Yaowei Wang 14 7 0 30 Jul 2022
Imbalanced Semi-supervised Learning with Bias Adaptive Classifier Renzhen Wang Xixi Jia Quanziang Wang Yichen Wu Deyu Meng 18 16 0 28 Jul 2022
Research Trends and Applications of Data Augmentation Algorithms João Fonseca F. Bação 35 4 0 18 Jul 2022
Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification Chenghua Zeng Huijuan Lu Kanghao Chen Ruixuan Wang Weishi Zheng 21 2 0 14 Jul 2022
DBN-Mix: Training Dual Branch Network Using Bilateral Mixup Augmentation for Long-Tailed Visual Recognition J. Baik In Young Yoon J. Choi 10 10 0 05 Jul 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 11 123 0 27 May 2022
ELM: Embedding and Logit Margins for Long-Tail Learning Wittawat Jitkrittum A. Menon A. S. Rawat Surinder Kumar 29 11 0 27 Apr 2022
Solving The Long-Tailed Problem via Intra- and Inter-Category Balance Renhui Zhang Tiancheng Lin Rui Zhang Yi Xu 19 4 0 20 Apr 2022
DeiT III: Revenge of the ViT Hugo Touvron Matthieu Cord Hervé Jégou ViT 42 389 0 14 Apr 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data Zixuan Ke Mohammad Kachuee Sungjin Lee 9 3 0 05 Apr 2022
Balanced MSE for Imbalanced Visual Regression Jiawei Ren Mingyuan Zhang Cunjun Yu Ziwei Liu 33 113 0 30 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 29 18 0 18 Mar 2022
Long-Tailed Classification with Gradual Balanced Loss and Adaptive Feature Generation Zihan Zhang Xiang Xiang VLM 17 2 0 28 Feb 2022
Retrieval Augmented Classification for Long-Tail Visual Recognition Alex Long Wei Yin Thalaiyasingam Ajanthan Vu-Linh Nguyen Pulak Purkait Ravi Garg Alan Blair Chunhua Shen A. Hengel 18 107 0 22 Feb 2022
Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images Shiran Zada Itay Benou Michal Irani 15 25 0 16 Dec 2021
Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification Xiaohua Chen Yucan Zhou Dayan Wu Wanqian Zhang Yu Zhou Bo-wen Li Weiping Wang 4 51 0 15 Dec 2021