Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2102.12867
Cited By
v1
v2 (latest)
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
25 February 2021
Yuhang Zang
Chen Huang
Chen Change Loy
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation"
50 / 72 papers shown
Optimizing Class Distributions for Bias-Aware Multi-Class Learning
Mirco Felske
Stefan Stiene
276
0
0
15 Sep 2025
Augment to Segment: Tackling Pixel-Level Imbalance in Wheat Disease and Pest Segmentation
Tianqi Wei
Xin Yu
Zhi Chen
Scott Chapman
Zi-Rui Huang
140
3
0
12 Sep 2025
Divide, Weight, and Route: Difficulty-Aware Optimization with Dynamic Expert Fusion for Long-tailed Recognition
Xiaolei Wei
Yi Ouyang
Haibo Ye
MoMe
206
0
0
27 Aug 2025
Generative Active Learning for Long-tail Trajectory Prediction via Controllable Diffusion Model
Daehee Park
Monu Surana
Pranav Desai
Ashish Mehta
Reuben MV John
Kuk-Jin Yoon
263
5
0
30 Jul 2025
Group Relative Augmentation for Data Efficient Action Detection
Deep Patel
Iain Melvin
Zachary Izzo
Martin Renqiang Min
VLM
198
0
0
28 Jul 2025
Compositional Attribute Imbalance in Vision Datasets
Jiayi Chen
Yanbiao Ma
Andi Zhang
Weidong Tang
Wei-Ming Dai
Bowei Liu
CoGe
279
1
0
17 Jun 2025
Hyperbolic Dual Feature Augmentation for Open-Environment
Peilin Yu
Yuwei Wu
Zhi Gao
Xiaomeng Fan
Shuo Yang
Yunde Jia
296
1
0
10 Jun 2025
Enhancing Features in Long-tailed Data Using Large Vision Model
Pengxiao Han
Changkun Ye
Jinguang Tong
Cuicui Jiang
Jie Hong
Li Fang
Xuesong Li
VLM
683
1
0
15 Apr 2025
Classifying Long-tailed and Label-noise Data via Disentangling and Unlearning
Chen Shu
Mengke Li
Yiqun Zhang
Yang Lu
Bo Han
Yiu-ming Cheung
Hanzi Wang
NoLa
353
0
0
14 Mar 2025
Conformal-in-the-Loop for Learning with Imbalanced Noisy Data
J. B. Graham-Knight
Jamil Fayyad
Nourhan Bayasi
Patricia Lasserre
Homayoun Najjaran
528
0
0
04 Nov 2024
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
Neural Information Processing Systems (NeurIPS), 2024
Mengke Li
Yong Liu
Yang Lu
Yiqun Zhang
Yiu-ming Cheung
Hui Huang
VLM
222
18
0
28 Oct 2024
Fractal Calibration for long-tailed object detection
Computer Vision and Pattern Recognition (CVPR), 2024
Konstantinos Panagiotis Alexandridis
Ismail Elezi
Jiankang Deng
Anh H. Nguyen
Shan Luo
1.1K
5
0
15 Oct 2024
Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification
Kelsey Lieberman
Swarna Kamlam Ravindran
Shuai Yuan
Carlo Tomasi
OOD
294
0
0
04 Oct 2024
FedLF: Adaptive Logit Adjustment and Feature Optimization in Federated Long-Tailed Learning
Asian Conference on Machine Learning (ACML), 2024
Xiuhua Lu
Peng Li
Xuefeng Jiang
FedML
299
5
0
18 Sep 2024
Covariance-corrected Whitening Alleviates Network Degeneration on Imbalanced Classification
Zhiwei Zhang
232
1
0
30 Aug 2024
VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition
Zaiwei Zhang
Gregory P. Meyer
Zhichao Lu
Ashish Shrivastava
Avinash Ravichandran
Eric M. Wolff
VLM
312
6
0
29 Aug 2024
Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning
Fengling Lv
Xinyi Shang
Yang Zhou
Yiqun Zhang
Mengke Li
Yang Lu
FedML
333
1
0
04 Aug 2024
A Systematic Review on Long-Tailed Learning
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Chongsheng Zhang
G. Almpanidis
Gaojuan Fan
Binquan Deng
Yanbo Zhang
Ji Liu
Aouaidjia Kamel
Paolo Soda
Joao Gama
525
40
0
01 Aug 2024
Revisiting the Disequilibrium Issues in Tackling Heart Disease Classification Tasks
Thao Hoang
Linh Nguyen
Khoi Do
Duong Nguyen
Viet Dung Nguyen
260
2
0
19 Jul 2024
Adaptive Parametric Activation: Unifying and Generalising Activation Functions Across Tasks
European Conference on Computer Vision (ECCV), 2024
Konstantinos Panagiotis Alexandridis
Jiankang Deng
A. Nguyen
Shan Luo
416
11
0
11 Jul 2024
Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks
Rongrong Ma
Guansong Pang
Ling-Hao Chen
AI4CE
273
0
0
08 May 2024
PAT: Pixel-wise Adaptive Training for Long-tailed Segmentation
Khoi Do
Duong Nguyen
Nguyen-Hoang Tran
Viet Dung Nguyen
301
2
0
08 Apr 2024
Latent-based Diffusion Model for Long-tailed Recognition
Pengxiao Han
Changkun Ye
Jieming Zhou
Jing Zhang
Jie Hong
Xuesong Li
346
17
0
06 Apr 2024
Decoupled Federated Learning on Long-Tailed and Non-IID data with Feature Statistics
IEEE International Conference on Multimedia and Expo (ICME), 2024
Zhuoxin Chen
Zhenyu Wu
Yang Ji
FedML
169
3
0
13 Mar 2024
Class Imbalance in Object Detection: An Experimental Diagnosis and Study of Mitigation Strategies
Nieves Crasto
ObjD
262
21
0
11 Mar 2024
Probabilistic Contrastive Learning for Long-Tailed Visual Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Chaoqun Du
Yulin Wang
Shiji Song
Gao Huang
311
80
0
11 Mar 2024
Delving into the Trajectory Long-tail Distribution for Muti-object Tracking
Computer Vision and Pattern Recognition (CVPR), 2024
Sijia Chen
En Yu
Jinyang Li
Wenbing Tao
DiffM
396
28
0
07 Mar 2024
Addressing Long-Tail Noisy Label Learning Problems: a Two-Stage Solution with Label Refurbishment Considering Label Rarity
Ying-Hsuan Wu
Jun-Wei Hsieh
Li Xin
Shin-You Teng
Yi-Kuan Hsieh
Ming-Ching Chang
NoLa
436
0
0
04 Mar 2024
Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss Functions
Kelsey Lieberman
Shuai Yuan
Swarna Kamlam Ravindran
Carlo Tomasi
392
2
0
08 Feb 2024
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification
International Journal of Computer Vision (IJCV), 2024
Yanbiao Ma
Licheng Jiao
Fan Liu
Shuyuan Yang
Xu Liu
Puhua Chen
253
23
0
21 Jan 2024
Data-Centric Long-Tailed Image Recognition
Yanbiao Ma
Licheng Jiao
Fang Liu
Shuyuan Yang
Xu Liu
Puhua Chen
401
1
0
03 Nov 2023
How Re-sampling Helps for Long-Tail Learning?
Neural Information Processing Systems (NeurIPS), 2023
Jiang-Xin Shi
Tong Wei
Yuke Xiang
Yu-Feng Li
370
67
0
27 Oct 2023
Data Optimization in Deep Learning: A Survey
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Ou Wu
Rujing Yao
377
7
0
25 Oct 2023
Orthogonal Uncertainty Representation of Data Manifold for Robust Long-Tailed Learning
Yanbiao Ma
Licheng Jiao
Fang Liu
Shuyuan Yang
Xu Liu
Lingling Li
OOD
296
9
0
16 Oct 2023
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer
Neural Information Processing Systems (NeurIPS), 2023
Zikai Xiao
Zihan Chen
Songshan Liu
Hualiang Wang
Yang Feng
Jinxiang Hao
Qiufeng Wang
Jian Wu
Howard H. Yang
Zuo-Qiang Liu
FedML
531
25
0
11 Oct 2023
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation
International Journal of Computer Vision (IJCV), 2023
Jiahao Xie
Wei Li
Xiangtai Li
Ziwei Liu
Yew-Soon Ong
Chen Change Loy
DiffM
VLM
358
48
0
22 Sep 2023
Dual Compensation Residual Networks for Class Imbalanced Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Rui Hou
Hong Chang
Bingpeng Ma
Shiguang Shan
Xilin Chen
368
9
0
25 Aug 2023
Robust Asymmetric Loss for Multi-Label Long-Tailed Learning
Wongi Park
Inhyuk Park
Sungeun Kim
Jongbin Ryu
OOD
301
23
0
10 Aug 2023
RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph Classification
ACM Multimedia (ACM MM), 2023
Zhengyan Mao
Wei Ju
Yifang Qin
Xiao Luo
Ming Zhang
294
23
0
04 Aug 2023
Balanced Classification: A Unified Framework for Long-Tailed Object Detection
IEEE transactions on multimedia (IEEE TMM), 2023
Tianhao Qi
Hongtao Xie
P. Li
Jiannan Ge
Yongdong Zhang
320
22
0
04 Aug 2023
Free-Form Composition Networks for Egocentric Action Recognition
Haoran Wang
Qinghua Cheng
Baosheng Yu
Yibing Zhan
Dapeng Tao
Liang Ding
Haibin Ling
EgoV
364
2
0
13 Jul 2023
Towards Open Vocabulary Learning: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Jianzong Wu
Xiangtai Li
Shilin Xu
Haobo Yuan
Henghui Ding
...
Jiangning Zhang
Yu Tong
Xudong Jiang
Guohao Li
Dacheng Tao
ObjD
VLM
566
240
0
28 Jun 2023
Fill-Up: Balancing Long-Tailed Data with Generative Models
Joonghyuk Shin
Minguk Kang
Jaesik Park
331
41
0
12 Jun 2023
Balancing Logit Variation for Long-tailed Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Yuchao Wang
Jingjing Fei
Haochen Wang
Wei Li
Tianpeng Bao
Liwei Wu
Rui Zhao
Yujun Shen
309
42
0
03 Jun 2023
Semi-Supervised and Long-Tailed Object Detection with CascadeMatch
International Journal of Computer Vision (IJCV), 2023
Yuhang Zang
Kaiyang Zhou
Chen Huang
Chen Change Loy
309
15
0
24 May 2023
Dynamically Conservative Self-Driving Planner for Long-Tail Cases
Weitao Zhou
Zhong Cao
Nanshan Deng
Xiaoyu Liu
Yunlong Wang
Diange Yang
178
39
0
12 May 2023
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation
Computer Vision and Pattern Recognition (CVPR), 2023
Yang Jin
Mengke Li
Yang Lu
Yiu-ming Cheung
Hanzi Wang
326
50
0
03 Apr 2023
Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yanbiao Ma
Licheng Jiao
Fan Liu
Maoji Wen
Lingling Li
Wenping Ma
Shuyuan Yang
Xu Liu
Puhua Chen
414
16
0
22 Mar 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
430
8
0
25 Jan 2023
Effective Decision Boundary Learning for Class Incremental Learning
Chaoyue Ding
Kunchi Li
Jun Wan
Shan Yu
CLL
362
1
0
12 Jan 2023
1
2
Next
Page 1 of 2
