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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
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187
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04 Jan 2022
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification
AAAI Conference on Artificial Intelligence (AAAI), 2021
Beier Zhu
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175
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29 Dec 2021
Margin Calibration for Long-Tailed Visual Recognition
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Bowen Zhang
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Neural Belief Propagation for Scene Graph Generation
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Targeted Supervised Contrastive Learning for Long-Tailed Recognition
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Tianhong Li
Peng Cao
Yuan. Yuan
Lijie Fan
Yuzhe Yang
Rogerio Feris
Piotr Indyk
Dina Katabi
281
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27 Nov 2021
Label-Aware Distribution Calibration for Long-tailed Classification
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Shuzheng Gao
Cuiyun Gao
Pengyun Wang
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148
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Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective
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271
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Prototypical Classifier for Robust Class-Imbalanced Learning
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2021
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NoLa
94
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0
22 Oct 2021
Improving Tail-Class Representation with Centroid Contrastive Learning
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Junnan Li
Guosheng Lin
Boyang Albert Li
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221
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19 Oct 2021
Long-tailed Distribution Adaptation
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Wei Huang
Zonghao Guo
Xiaosong Zhang
Jianbin Jiao
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138
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Self Supervision to Distillation for Long-Tailed Visual Recognition
IEEE International Conference on Computer Vision (ICCV), 2021
Tianhao Li
Limin Wang
Gangshan Wu
214
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09 Sep 2021
Robust Long-Tailed Learning under Label Noise
Tong Wei
Jiang-Xin Shi
Wei-Wei Tu
Yu-Feng Li
NoLa
170
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26 Aug 2021
Energy Aligning for Biased Models
Bowen Zhao
Chen Chen
Qi Ju
Shutao Xia
101
1
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07 Jun 2021
Self-Damaging Contrastive Learning
International Conference on Machine Learning (ICML), 2021
Ziyu Jiang
Tianlong Chen
Bobak J. Mortazavi
Zinan Lin
CLL
181
79
0
06 Jun 2021
Faster Meta Update Strategy for Noise-Robust Deep Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Youjiang Xu
Linchao Zhu
Lu Jiang
Yi Yang
172
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30 Apr 2021
RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition
Computer Vision and Pattern Recognition (CVPR), 2021
Jun Chen
Aniket Agarwal
Sherif Abdelkarim
Deyao Zhu
Mohamed Elhoseiny
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285
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24 Apr 2021
Image-Level or Object-Level? A Tale of Two Resampling Strategies for Long-Tailed Detection
International Conference on Machine Learning (ICML), 2021
Nadine Chang
Zhiding Yu
Yu-Xiong Wang
Anima Anandkumar
Sanja Fidler
J. Álvarez
273
46
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12 Apr 2021
Adversarial Robustness under Long-Tailed Distribution
Computer Vision and Pattern Recognition (CVPR), 2021
Tong Wu
Ziwei Liu
Qingqiu Huang
Yu Wang
Dahua Lin
364
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06 Apr 2021
Improving Calibration for Long-Tailed Recognition
Computer Vision and Pattern Recognition (CVPR), 2020
Zhisheng Zhong
Jiequan Cui
Shu Liu
Jiaya Jia
307
374
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01 Apr 2021
Distilling Virtual Examples for Long-tailed Recognition
IEEE International Conference on Computer Vision (ICCV), 2021
Yingying He
Jianxin Wu
Xiu-Shen Wei
297
123
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28 Mar 2021
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification
Computer Vision and Pattern Recognition (CVPR), 2021
Peng Wang
Kai Han
Xiu-Shen Wei
Lei Zhang
Lei Wang
SSL
204
268
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26 Mar 2021
Probabilistic two-stage detection
Xingyi Zhou
V. Koltun
Philipp Krahenbuhl
ObjD
231
257
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12 Mar 2021
Reducing Conservativeness Oriented Offline Reinforcement Learning
Hongchang Zhang
Jianzhun Shao
Yuhang Jiang
Shuncheng He
Xiangyang Ji
OffRL
218
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27 Feb 2021
Simple multi-dataset detection
Computer Vision and Pattern Recognition (CVPR), 2021
Xingyi Zhou
V. Koltun
Philipp Krahenbuhl
ObjD
512
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25 Feb 2021
Towards Overcoming False Positives in Visual Relationship Detection
British Machine Vision Conference (BMVC), 2020
Daisheng Jin
Xiao Ma
Chongzhi Zhang
Yizhuo Zhou
Jiashu Tao
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Haiyu Zhao
Shuai Yi
Zhoujun Li
Xianglong Liu
Jiaming Song
321
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23 Dec 2020
Unsupervised deep learning for grading of age-related macular degeneration using retinal fundus images
Baladitya Yellapragada
Sascha Hornauer
Kiersten Snyder
Stella X. Yu
Glenn Yiu
MedIm
92
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22 Oct 2020
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect
Neural Information Processing Systems (NeurIPS), 2020
Kaihua Tang
Jianqiang Huang
Hanwang Zhang
CML
538
501
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28 Sep 2020
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation
ACM Multimedia (ACM MM), 2020
Shaotian Yan
Chen Shen
Zhongming Jin
Jianqiang Huang
Rongxin Jiang
Yao-wu Chen
Xiansheng Hua
312
142
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02 Sep 2020
Memory-based Jitter: Improving Visual Recognition on Long-tailed Data with Diversity In Memory
Jialun Liu
Jingwei Zhang
Yi yang
Wenhui Li
Fangqiu Yi
Yifan Sun
243
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22 Aug 2020
Feature Space Augmentation for Long-Tailed Data
European Conference on Computer Vision (ECCV), 2020
Peng Chu
Xiao Bian
Shaopeng Liu
Haibin Ling
264
279
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09 Aug 2020
AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss
Mahmoud Daif
Shunsuke Kitada
Hitoshi Iyatomi
VLM
119
4
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20 Jun 2020
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax
Yu Li
Tao Wang
Bingyi Kang
Sheng Tang
Chunfeng Wang
Jintao Li
Jiashi Feng
361
290
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18 Jun 2020
3D Shape Reconstruction from Free-Hand Sketches
Jiayun Wang
Jierui Lin
Qian Yu
Runtao Liu
Yubei Chen
Stella X. Yu
161
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17 Jun 2020
Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels
Junran Peng
Xingyuan Bu
Ming Sun
Zhaoxiang Zhang
Tieniu Tan
Junjie Yan
VLM
ObjD
209
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18 May 2020
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia
IEEE Transactions on Medical Imaging (TMI), 2020
Xi Ouyang
Jiayu Huo
L. Xia
F. Shan
Jun Liu
...
Xiaohuan Cao
Yaozong Gao
Dijia Wu
Qian Wang
Dinggang Shen
164
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06 May 2020
Climate Adaptation: Reliably Predicting from Imbalanced Satellite Data
Ruchit Rawal
Prabhu Pradhan
91
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0
26 Apr 2020
Learning to Segment the Tail
Computer Vision and Pattern Recognition (CVPR), 2020
Xinting Hu
Yi Jiang
Kaihua Tang
Jingyuan Chen
Chunyan Miao
Hanwang Zhang
VLM
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406
89
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02 Apr 2020
To Balance or Not to Balance: A Simple-yet-Effective Approach for Learning with Long-Tailed Distributions
Junjie Zhang
Lingqiao Liu
Peng Wang
Chunhua Shen
157
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10 Dec 2019
Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization
Shiori Sagawa
Pang Wei Koh
Tatsunori B. Hashimoto
Abigail Z. Jacobs
OOD
287
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Expression Analysis Based on Face Regions in Read-world Conditions
International Journal of Automation and Computing (IJAC), 2019
Zheng Lian
Ya Li
Jianhua Tao
Jian Huang
Mingyue Niu
CVBM
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Decoupling Representation and Classifier for Long-Tailed Recognition
International Conference on Learning Representations (ICLR), 2019
Bingyi Kang
Saining Xie
Marcus Rohrbach
Zhicheng Yan
Albert Gordo
Jiashi Feng
Yannis Kalantidis
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21 Oct 2019
Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Class-Imbalanced Data
Neural Information Processing Systems (NeurIPS), 2019
Utkarsh Ojha
Krishna Kumar Singh
Cho-Jui Hsieh
Yong Jae Lee
DRL
178
3
0
01 Oct 2019
Imbalance Problems in Object Detection: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Kemal Oksuz
Baris Can Cam
Sinan Kalkan
Emre Akbas
ObjD
384
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31 Aug 2019
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss
Neural Information Processing Systems (NeurIPS), 2019
Kaidi Cao
Colin Wei
Adrien Gaidon
Nikos Arechiga
Tengyu Ma
356
1,892
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18 Jun 2019
Residual Pyramid Learning for Single-Shot Semantic Segmentation
Xiaoyu Chen
X. Lou
Lianfa Bai
Jing Han
SSeg
115
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23 Mar 2019
Max-margin Class Imbalanced Learning with Gaussian Affinity
Munawar Hayat
Salman Khan
Waqas Zamir
Jianbing Shen
Ling Shao
139
24
0
23 Jan 2019
Class-Balanced Loss Based on Effective Number of Samples
Huayu Chen
Menglin Jia
Nayeon Lee
Yang Song
Serge J. Belongie
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