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1811.08883
Cited By
Rethinking ImageNet Pre-training
IEEE International Conference on Computer Vision (ICCV), 2018
21 November 2018
Kaiming He
Ross B. Girshick
Piotr Dollár
VLM
SSeg
Re-assign community
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Papers citing
"Rethinking ImageNet Pre-training"
50 / 513 papers shown
UniVIP: A Unified Framework for Self-Supervised Visual Pre-training
Computer Vision and Pattern Recognition (CVPR), 2022
Zhaowen Li
Yousong Zhu
Fan Yang
Wei Li
Honghui Dong
...
Jiahao Xie
Liwei Wu
Rui Zhao
Ming Tang
Jinqiao Wang
191
42
0
14 Mar 2022
From Big to Small: Adaptive Learning to Partial-Set Domains
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Zhangjie Cao
Kaichao You
Ziyang Zhang
Jianmin Wang
Mingsheng Long
CLL
179
32
0
14 Mar 2022
Prediction-Guided Distillation for Dense Object Detection
European Conference on Computer Vision (ECCV), 2022
Chenhongyi Yang
Mateusz Ochal
Amos Storkey
Elliot J. Crowley
268
34
0
10 Mar 2022
MVP: Multimodality-guided Visual Pre-training
European Conference on Computer Vision (ECCV), 2022
Longhui Wei
Lingxi Xie
Wen-gang Zhou
Houqiang Li
Qi Tian
236
127
0
10 Mar 2022
Towards Inadequately Pre-trained Models in Transfer Learning
IEEE International Conference on Computer Vision (ICCV), 2022
Andong Deng
Xingjian Li
Di Hu
Tianyang Wang
Haoyi Xiong
Chengzhong Xu
139
8
0
09 Mar 2022
Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective
European Conference on Computer Vision (ECCV), 2022
Quan Cui
Bingchen Zhao
Zhao-Min Chen
Borui Zhao
Renjie Song
Jiajun Liang
Boyan Zhou
Osamu Yoshie
336
19
0
08 Mar 2022
What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other Factors
Computer Vision and Pattern Recognition (CVPR), 2022
Christos Matsoukas
Johan Fredin Haslum
Moein Sorkhei
Magnus P Soderberg
Kevin Smith
VLM
OOD
MedIm
435
114
0
02 Mar 2022
Movies2Scenes: Using Movie Metadata to Learn Scene Representation
Computer Vision and Pattern Recognition (CVPR), 2022
Shixing Chen
Chundi Liu
Xiang Hao
Xiaohan Nie
Maxim Arap
Raffay Hamid
211
18
0
22 Feb 2022
Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and Co-Training
Yi Lin
Z. Qu
Hao Chen
Zhongke Gao
Yuexiang Li
Lili Xia
Kai Ma
Yefeng Zheng
Kwang-Ting Cheng
162
40
0
16 Feb 2022
GiraffeDet: A Heavy-Neck Paradigm for Object Detection
International Conference on Learning Representations (ICLR), 2022
Yiqi Jiang
Zhiyu Tan
Junyan Wang
Xiuyu Sun
Ming Lin
Hao Li
ObjD
149
137
0
09 Feb 2022
How Low Can We Go? Pixel Annotation for Semantic Segmentation
Daniel Kigli
Ariel Shamir
S. Avidan
VLM
199
1
0
25 Jan 2022
VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges
A. Lengyel
Robert-Jan Bruintjes
Marcos Baptista-Rios
O. Kayhan
Davide Zambrano
Nergis Tomen
Jan van Gemert
VLM
172
11
0
21 Jan 2022
Transferability in Deep Learning: A Survey
Junguang Jiang
Yang Shu
Jianmin Wang
Mingsheng Long
OOD
193
131
0
15 Jan 2022
Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training
Neurocomputing (Neurocomputing), 2022
Shu Zhen Zhang
Zihao Li
Hong-Yu Zhou
Jiechao Ma
Yizhou Yu
165
14
0
05 Jan 2022
Underwater Object Classification and Detection: first results and open challenges
Oceans (OCEANS), 2022
Andre Jesus
Claudio Zito
Claudio Tortorici
E. Roura
G. D. Masi
ObjD
107
17
0
04 Jan 2022
Ghost-dil-NetVLAD: A Lightweight Neural Network for Visual Place Recognition
Qingyuan Gong
Yu Liu
Liqiang Zhang
Renhe Liu
ObjD
VLM
203
5
0
22 Dec 2021
PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision
Salehe Erfanian Ebadi
Y. Jhang
Alexander Zook
S. Dhakad
A. Crespi
Pete Parisi
S. Borkman
Jonathan Hogins
Sujoy Ganguly
170
23
0
17 Dec 2021
An Empirical Investigation of the Role of Pre-training in Lifelong Learning
Sanket Vaibhav Mehta
Darshan Patil
Sarath Chandar
Emma Strubell
CLL
364
167
0
16 Dec 2021
An Adaptive Graph Pre-training Framework for Localized Collaborative Filtering
Yiqi Wang
Chaozhuo Li
Zheng Liu
Mingzheng Li
Shucheng Zhou
Xing Xie
Lei Chen
Philip S. Yu
173
25
0
14 Dec 2021
Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification
Lin Wan
Qianyan Jing
Zongyuan Sun
Chuan Zhang
Zhihang Li
Yehansen Chen
SSL
294
9
0
12 Dec 2021
Learning from the Tangram to Solve Mini Visual Tasks
Yizhou Zhao
Liang Qiu
Pan Lu
Feng Shi
Tian Han
Song-Chun Zhu
199
5
0
12 Dec 2021
RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition
Cheng Peng
Yangyang Li
Ronghua Shang
L. Jiao
133
17
0
07 Dec 2021
Revisiting the Transferability of Supervised Pretraining: an MLP Perspective
Yizhou Wang
Weizhen He
Feng Zhu
Mengwei He
Rui Zhao
Donglian Qi
Wanli Ouyang
330
60
0
01 Dec 2021
CLIP Meets Video Captioning: Concept-Aware Representation Learning Does Matter
Bang-ju Yang
Tong Zhang
Yuexian Zou
CLIP
126
26
0
30 Nov 2021
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection
International Conference on Machine Learning (ICML), 2021
Zhenhong Sun
Ming Lin
Xiuyu Sun
Zhiyu Tan
Hao Li
Rong Jin
353
38
0
26 Nov 2021
A Close Look at Few-shot Real Image Super-resolution from the Distortion Relation Perspective
Xin Li
Xin Jin
Jun Fu
Xiaoyuan Yu
Bei Tong
Zhibo Chen
SupR
158
2
0
25 Nov 2021
Improved Fine-Tuning by Better Leveraging Pre-Training Data
Ziquan Liu
Yi Tian Xu
Yuanhong Xu
Qi Qian
Hao Li
Xiangyang Ji
Antoni B. Chan
Rong Jin
125
58
0
24 Nov 2021
An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction
Riccardo Barbano
Johannes Leuschner
Maximilian Schmidt
Alexander Denker
A. Hauptmann
Peter Maass
Bangti Jin
444
23
0
23 Nov 2021
Benchmarking Detection Transfer Learning with Vision Transformers
Yanghao Li
Saining Xie
Xinlei Chen
Piotr Dollar
Kaiming He
Ross B. Girshick
307
194
0
22 Nov 2021
TransMix: Attend to Mix for Vision Transformers
Jieneng Chen
Shuyang Sun
Ju He
Juil Sock
Alan Yuille
S. Bai
ViT
361
121
0
18 Nov 2021
Personalized Benchmarking with the Ludwig Benchmarking Toolkit
A. Narayan
Piero Molino
Karan Goel
Willie Neiswanger
Christopher Ré
173
11
0
08 Nov 2021
Improved Regularization and Robustness for Fine-tuning in Neural Networks
Dongyue Li
Hongyang R. Zhang
NoLa
283
69
0
08 Nov 2021
Recognizing Vector Graphics without Rasterization
Neural Information Processing Systems (NeurIPS), 2021
Xinyang Jiang
Lu Liu
Caihua Shan
Yifei Shen
Xuanyi Dong
Dongsheng Li
GNN
267
22
0
05 Nov 2021
Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Seungbum Hong
Jihun Yoon
Junmo Kim
Min-Kook Choi
SSL
82
1
0
25 Oct 2021
A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark
British Machine Vision Conference (BMVC), 2021
Zhenxi Zhu
Limin Wang
Sheng Guo
Gangshan Wu
229
33
0
24 Oct 2021
An attention-driven hierarchical multi-scale representation for visual recognition
British Machine Vision Conference (BMVC), 2021
Zachary Wharton
Chenglong Bao
Asish Bera
BDL
196
1
0
23 Oct 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models
International Conference on Learning Representations (ICLR), 2021
Zongze Wu
Yotam Nitzan
Eli Shechtman
Dani Lischinski
228
65
0
21 Oct 2021
Training Deep Neural Networks with Joint Quantization and Pruning of Weights and Activations
Xinyu Zhang
Ian Colbert
Ken Kreutz-Delgado
Srinjoy Das
MQ
258
12
0
15 Oct 2021
Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning
Yang Shu
Zhangjie Cao
Jing Gao
Jianmin Wang
Philip S. Yu
Mingsheng Long
282
15
0
14 Oct 2021
Dense Uncertainty Estimation
Jing Zhang
Yuchao Dai
Mochu Xiang
Deng-Ping Fan
Peyman Moghadam
Mingyi He
Christian J. Walder
Kaihao Zhang
Mehrtash Harandi
Nick Barnes
UQCV
BDL
291
12
0
13 Oct 2021
Rethinking Person Re-Identification via Semantic-Based Pretraining
Suncheng Xiang
Jingsheng Gao
Zi-Yu Zhang
Mengyuan Guan
Binghai Yan
Ting Liu
Xiaobo Li
Yuzhuo Fu
VLM
344
16
0
11 Oct 2021
Deep Long-Tailed Learning: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Yifan Zhang
Bingyi Kang
Bryan Hooi
Shuicheng Yan
Jiashi Feng
VLM
356
748
0
09 Oct 2021
Improving Fractal Pre-training
Connor Anderson
Ryan Farrell
269
31
0
06 Oct 2021
On the Surrogate Gap between Contrastive and Supervised Losses
Han Bao
Yoshihiro Nagano
Kento Nozawa
SSL
UQCV
345
26
0
06 Oct 2021
Video Temporal Relationship Mining for Data-Efficient Person Re-identification
Siyu Chen
Dengjie Li
Lishuai Gao
Fan Liang
Wei Zhang
Ling-guo Ma
147
1
0
01 Oct 2021
Automated Multi-Process CTC Detection using Deep Learning
E. Ivanova
K. Leong
Andrew F. Laine
79
4
0
26 Sep 2021
Long Short View Feature Decomposition via Contrastive Video Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2021
Nadine Behrmann
Mohsen Fayyaz
Juergen Gall
M. Noroozi
96
37
0
23 Sep 2021
LGD: Label-guided Self-distillation for Object Detection
AAAI Conference on Artificial Intelligence (AAAI), 2021
Peizhen Zhang
Zijian Kang
Tong Yang
Xinming Zhang
N. Zheng
Jian Sun
ObjD
409
37
0
23 Sep 2021
A Study of the Generalizability of Self-Supervised Representations
Atharva Tendle
Mohammad Rashedul Hasan
271
32
0
19 Sep 2021
Label Assignment Distillation for Object Detection
Hailun Zhang
80
2
0
16 Sep 2021
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