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Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks
18 December 2015
Li Shen
Zhouchen Lin
Qingming Huang
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Papers citing
"Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks"
50 / 108 papers shown
Unleashing the Power of Vision-Language Models for Long-Tailed Multi-Label Visual Recognition
Wei Tang
Zuo-Zheng Wang
Kun Zhang
Tong Wei
Min-Ling Zhang
VLM
222
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0
25 Nov 2025
T2ID-CAS: Diffusion Model and Class Aware Sampling to Mitigate Class Imbalance in Neck Ultrasound Anatomical Landmark Detection
Manikanta Varaganti
Amulya Vankayalapati
Nour Awad
Gregory R. Dion
Laura J. Brattain
DiffM
MedIm
238
1
0
29 Apr 2025
Cost-Sensitive Learning for Long-Tailed Temporal Action Segmentation
British Machine Vision Conference (BMVC), 2025
Zhanzhong Pang
Fadime Sener
Shrinivas Ramasubramanian
Angela Yao
469
1
0
24 Mar 2025
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond
Qiongxiu Li
Xiaoyu Luo
Yiyi Chen
Johannes Bjerva
545
5
0
10 Mar 2025
Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition
Machine Intelligence Research (MIR), 2023
Hongda Liu
Yunlong Wang
Min Ren
Junxing Hu
Zhengquan Luo
Guangqi Hou
Zhe Sun
284
3
0
24 Feb 2025
CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation
Vishal Thengane
Jean Lahoud
Hisham Cholakkal
Rao Muhammad Anwer
L. Yin
Xiatian Zhu
Salman Khan
CLL
1.1K
0
0
24 Feb 2025
Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning
Neural Information Processing Systems (NeurIPS), 2024
Ronglong Fang
Yuesheng Xu
187
12
0
21 Oct 2024
Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit Adjustment
European Conference on Computer Vision (ECCV), 2024
Zhanzhong Pang
Fadime Sener
Shrinivas Ramasubramanian
Angela Yao
209
5
0
19 Aug 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
302
7
0
11 Jul 2024
Enhanced Long-Tailed Recognition with Contrastive CutMix Augmentation
Haolin Pan
Yong Guo
Mianjie Yu
Jian Chen
392
18
0
06 Jul 2024
Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification
Letian Peng
Yi Gu
Chengyu Dong
Zihan Wang
Jingbo Shang
189
2
0
17 Jun 2024
Frequency-based Matcher for Long-tailed Semantic Segmentation
Shan Li
Pu Cao
Pu Cao
Liulei Li
Huadong Ma
213
3
0
06 Jun 2024
TrACT: A Training Dynamics Aware Contrastive Learning Framework for Long-tail Trajectory Prediction
Junrui Zhang
Mozhgan Pourkeshavarz
Amir Rasouli
382
10
0
18 Apr 2024
Accurately Predicting Probabilities of Safety-Critical Rare Events for Intelligent Systems
Ruoxuan Bai
Jingxuan Yang
Weiduo Gong
Yi Zhang
Qiujing Lu
Shuo Feng
363
5
0
20 Mar 2024
Class Uncertainty: A Measure to Mitigate Class Imbalance
Z. S. Baltaci
K. Oksuz
S. Kuzucu
K. Tezoren
B. K. Konar
A. Ozkan
Emre Akbas
Sinan Kalkan
422
4
0
23 Nov 2023
Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition
Neural Information Processing Systems (NeurIPS), 2023
Yuhang Zhang
Yaqi Li
Lixiong Qin
Xuannan Liu
Weihong Deng
228
33
0
30 Oct 2023
MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models
Zhenpeng Su
Xing Wu
Xue Bai
Zijia Lin
Hui Chen
Guiguang Ding
Wei Zhou
Songlin Hu
407
8
0
30 Oct 2023
Towards Distribution-Agnostic Generalized Category Discovery
Neural Information Processing Systems (NeurIPS), 2023
Jianhong Bai
Zuo-Qiang Liu
Hualiang Wang
Ruizhe Chen
Lianrui Mu
Xiaomeng Li
Qiufeng Wang
Yang Feng
Jian Wu
Haoji Hu
412
19
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02 Oct 2023
Feedback-guided Data Synthesis for Imbalanced Classification
Reyhane Askari Hemmat
Mohammad Pezeshki
Florian Bordes
M. Drozdzal
Adriana Romero Soriano
SyDa
323
31
0
29 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
258
8
0
25 Aug 2023
Robust Asymmetric Loss for Multi-Label Long-Tailed Learning
Wongi Park
Inhyuk Park
Sungeun Kim
Jongbin Ryu
OOD
217
16
0
10 Aug 2023
Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning
IEEE International Conference on Computer Vision (ICCV), 2023
Haksub Kim
Jiyoung Lee
S. Park
Kwanghoon Sohn
CoGe
279
20
0
08 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
289
20
0
04 Aug 2023
Subclass-balancing Contrastive Learning for Long-tailed Recognition
IEEE International Conference on Computer Vision (ICCV), 2023
Chengkai Hou
Jieyu Zhang
Hong Wang
Wanrong Zhu
231
45
0
28 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
234
14
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24 May 2023
LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition
Peng Xia
Di Xu
Ming Hu
Lie Ju
Zongyuan Ge
VLM
237
18
0
08 May 2023
FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-tail Trajectory Prediction
Computer Vision and Pattern Recognition (CVPR), 2023
Yuning Wang
Pu Zhang
Mengwei He
Jianru Xue
285
49
0
29 Mar 2023
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey
Artificial Intelligence Review (AIR), 2023
Kunlin Wang
Zi Wang
Zhang Li
Ang Su
Xichao Teng
Minhao Liu
Qifeng Yu
Qifeng Yu
ObjD
677
28
0
21 Feb 2023
FedABC: Targeting Fair Competition in Personalized Federated Learning
AAAI Conference on Artificial Intelligence (AAAI), 2023
Dui Wang
Li Shen
Yong Luo
Han Hu
Kehua Su
Yonggang Wen
Dacheng Tao
FedML
213
11
0
15 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
240
3
0
07 Feb 2023
VLG: General Video Recognition with Web Textual Knowledge
International Journal of Computer Vision (IJCV), 2022
Jintao Lin
Zhaoyang Liu
Wenhai Wang
Wayne Wu
Limin Wang
237
2
0
03 Dec 2022
Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2022
WonJun Moon
Hyun Seok Seong
Jae-Pil Heo
VLM
178
6
0
24 Nov 2022
When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration Method
IEEE International Conference on Computer Vision (ICCV), 2022
Manyi Zhang
Xuyang Zhao
Jun Yao
Chun Yuan
Weiran Huang
340
33
0
20 Nov 2022
A Federated Approach to Predicting Emojis in Hindi Tweets
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Deep Gandhi
Jash Mehta
Nirali Parekh
Karan Waghela
L. D'Mello
Zeerak Talat
FedML
115
5
0
11 Nov 2022
A Survey of Computer Vision Technologies In Urban and Controlled-environment Agriculture
ACM Computing Surveys (ACM CSUR), 2022
Jiayun Luo
Boyang Albert Li
Cyril Leung
373
23
0
20 Oct 2022
The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Jingru Tan
Yue Liu
Xin Lu
Yongqiang Yao
F. Yu
Tong He
Wanli Ouyang
205
21
0
11 Oct 2022
Class-Level Logit Perturbation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Mengyang Li
Fengguang Su
O. Wu
Tianjin University
AAML
311
6
0
13 Sep 2022
Meta-Causal Feature Learning for Out-of-Distribution Generalization
Yuqing Wang
Xiangxian Li
Zhuang Qi
Jingyu Li
Xuelong Li
Xiangxu Meng
Lei Meng
OOD
OODD
BDL
347
32
0
22 Aug 2022
Open Long-Tailed Recognition in a Dynamic World
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Ziwei Liu
Zhongqi Miao
Xiaohang Zhan
Jiayun Wang
Boqing Gong
Stella X. Yu
VLM
193
37
0
17 Aug 2022
Constructing Balance from Imbalance for Long-tailed Image Recognition
European Conference on Computer Vision (ECCV), 2022
Yue Xu
Yong-Lu Li
Jiefeng Li
Cewu Lu
CVBM
205
38
0
04 Aug 2022
Imbalanced Semi-supervised Learning with Bias Adaptive Classifier
International Conference on Learning Representations (ICLR), 2022
Renzhen Wang
Xixi Jia
Quanziang Wang
Yichen Wu
Deyu Meng
161
22
0
28 Jul 2022
DBN-Mix: Training Dual Branch Network Using Bilateral Mixup Augmentation for Long-Tailed Visual Recognition
Pattern Recognition (Pattern Recogn.), 2022
J. Baik
In Young Yoon
J. Choi
234
17
0
05 Jul 2022
Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in Videos
Computer Vision and Pattern Recognition (CVPR), 2022
Sukjun Hwang
Miran Heo
Seoung Wug Oh
Seon Joo Kim
VOT
256
5
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
496
5
0
02 Jun 2022
A Survey on Long-Tailed Visual Recognition
International Journal of Computer Vision (IJCV), 2022
Pu Cao
He Jiang
Q. Song
Jun Guo
301
161
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
202
1
0
24 May 2022
Importance Weighted Structure Learning for Scene Graph Generation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Daqing Liu
M. Bober
J. Kittler
318
7
0
14 May 2022
Region Rebalance for Long-Tailed Semantic Segmentation
Jiequan Cui
Yuhui Yuan
Zhisheng Zhong
Zhuotao Tian
Han Hu
Stephen Lin
Jiaya Jia
175
20
0
05 Apr 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data
Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), 2022
Zixuan Ke
Mohammad Kachuee
Sungjin Lee
151
5
0
05 Apr 2022
Can I see an Example? Active Learning the Long Tail of Attributes and Relations
British Machine Vision Conference (BMVC), 2022
Tyler L. Hayes
Maximilian Nickel
Christopher Kanan
Ludovic Denoyer
Arthur Szlam
VLM
174
3
0
11 Mar 2022
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