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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
Ranking Neural Checkpoints
Computer Vision and Pattern Recognition (CVPR), 2020
Yandong Li
Xuhui Jia
Ruoxin Sang
Yukun Zhu
Bradley Green
Liqiang Wang
Boqing Gong
FedML
ELM
UQCV
419
59
0
23 Nov 2020
Boundary-sensitive Pre-training for Temporal Localization in Videos
IEEE International Conference on Computer Vision (ICCV), 2020
Mengmeng Xu
Juan-Manuel Perez-Rua
Victor Escorcia
Brais Martínez
Xiatian Zhu
Li Zhang
Guohao Li
Tao Xiang
242
64
0
21 Nov 2020
DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets
Computer Vision and Pattern Recognition (CVPR), 2020
Jianpeng Zhang
Yutong Xie
Yong-quan Xia
Chunhua Shen
304
186
0
20 Nov 2020
Defocus Blur Detection via Salient Region Detection Prior
Ming Qian
Min Xia
Chunyi Sun
Zhiwei Wang
L. Weng
160
1
0
19 Nov 2020
Dense Contrastive Learning for Self-Supervised Visual Pre-Training
Computer Vision and Pattern Recognition (CVPR), 2020
Xinlong Wang
Rufeng Zhang
Chunhua Shen
Tao Kong
Lei Li
SSL
611
766
0
18 Nov 2020
UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Zhigang Dai
Bolun Cai
Yugeng Lin
Junying Chen
ViT
286
28
0
18 Nov 2020
Slender Object Detection: Diagnoses and Improvements
Zhaoyi Wan
Yimin Chen
Sutao Deng
Kunpeng Chen
Cong Yao
Jiebo Luo
ObjD
309
11
0
17 Nov 2020
Online Monitoring of Object Detection Performance During Deployment
Q. Rahman
Niko Sünderhauf
Feras Dayoub
225
8
0
16 Nov 2020
Bi-tuning of Pre-trained Representations
Jincheng Zhong
Ximei Wang
Zhi Kou
Jianmin Wang
Mingsheng Long
109
21
0
12 Nov 2020
Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images
Sambuddha Ghosal
Pratik Shah
166
7
0
11 Nov 2020
Improving Robotic Grasping on Monocular Images Via Multi-Task Learning and Positional Loss
William Prew
T. Breckon
M. Bordewich
Ulrik R Beierholm
173
8
0
05 Nov 2020
Meta-learning Transferable Representations with a Single Target Domain
Hong Liu
Jeff Z. HaoChen
Colin Wei
Tengyu Ma
AAML
216
5
0
03 Nov 2020
SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Denis Tomè
Thiemo Alldieck
Patrick Peluse
Gerard Pons-Moll
Lourdes Agapito
H. Badino
Fernando de la Torre
EgoV
234
89
0
02 Nov 2020
Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation
IEEE International Symposium on Biomedical Imaging (ISBI), 2020
A. Saha
Prem Prasad
Abdullah Thabit
MedIm
147
22
0
31 Oct 2020
Pre-training Graph Transformer with Multimodal Side Information for Recommendation
Yong Liu
Susen Yang
Chenyi Lei
Guoxin Wang
Haihong Tang
Juyong Zhang
Aixin Sun
Chunyan Miao
139
4
0
23 Oct 2020
Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition
Chun-Fu Chen
Yikang Shen
K. Ramakrishnan
Rogerio Feris
J. M. Cohn
A. Oliva
Quanfu Fan
286
116
0
22 Oct 2020
Learning Curves for Analysis of Deep Networks
Derek Hoiem
Tanmay Gupta
Zhizhong Li
Michal Shlapentokh-Rothman
150
30
0
21 Oct 2020
SeqTrans: Automatic Vulnerability Fix via Sequence to Sequence Learning
IEEE Transactions on Software Engineering (TSE), 2020
Jianlei Chi
YunHuan Qu
Ting Liu
Q. Zheng
Heng Yin
296
62
0
21 Oct 2020
AutoBSS: An Efficient Algorithm for Block Stacking Style Search
Neural Information Processing Systems (NeurIPS), 2020
Yikang Zhang
Jian Zhang
Zhaobai Zhong
129
4
0
20 Oct 2020
Which Model to Transfer? Finding the Needle in the Growing Haystack
Cédric Renggli
André Susano Pinto
Luka Rimanic
J. Puigcerver
C. Riquelme
Ce Zhang
Mario Lucic
235
31
0
13 Oct 2020
MS
2
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2
L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition
Lilang Lin
Sijie Song
Wenhan Yang
Jiaying Liu
SSL
219
229
0
12 Oct 2020
Deep Anomaly Detection by Residual Adaptation
Lucas Deecke
Lukas Ruff
Robert A. Vandermeulen
Hakan Bilen
UQCV
257
5
0
05 Oct 2020
Per-frame mAP Prediction for Continuous Performance Monitoring of Object Detection During Deployment
Q. Rahman
Niko Sünderhauf
Feras Dayoub
186
4
0
18 Sep 2020
The Next Big Thing(s) in Unsupervised Machine Learning: Five Lessons from Infant Learning
L. Zaadnoordijk
Tarek R. Besold
R. Cusack
SSL
DRL
130
4
0
17 Sep 2020
EfficientSeg: An Efficient Semantic Segmentation Network
V. B. Yesilkaynak
Y. Sahin
Gözde B. Ünal
SSeg
134
10
0
14 Sep 2020
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives
Neuron (Neuron), 2020
Alexander Mathis
Steffen Schneider
Jessy Lauer
Mackenzie W. Mathis
312
188
0
01 Sep 2020
What is being transferred in transfer learning?
Neural Information Processing Systems (NeurIPS), 2020
Behnam Neyshabur
Hanie Sedghi
Chiyuan Zhang
373
587
0
26 Aug 2020
Seesaw Loss for Long-Tailed Instance Segmentation
Yuan Liu
Wenwei Zhang
Yuhang Zang
Yuhang Cao
Jiangmiao Pang
Tao Gong
Kai-xiang Chen
Ziwei Liu
Chen Change Loy
Dahua Lin
518
268
0
23 Aug 2020
Matching Guided Distillation
Kaiyu Yue
Jiangfan Deng
Feng Zhou
204
58
0
23 Aug 2020
LoCo: Local Contrastive Representation Learning
Yuwen Xiong
Mengye Ren
R. Urtasun
SSL
DRL
226
75
0
04 Aug 2020
Uncovering the structure of clinical EEG signals with self-supervised learning
Journal of Neural Engineering (JNE), 2020
Hubert J. Banville
O. Chehab
Aapo Hyvarinen
Denis A. Engemann
Alexandre Gramfort
191
235
0
31 Jul 2020
The Kolmogorov-Arnold representation theorem revisited
Neural Networks (NN), 2020
Johannes Schmidt-Hieber
279
231
0
31 Jul 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding
Saining Xie
Jiatao Gu
Demi Guo
C. Qi
Leonidas Guibas
Or Litany
3DPC
643
750
0
21 Jul 2020
Pillar-based Object Detection for Autonomous Driving
Yue Wang
Alireza Fathi
Abhijit Kundu
David A. Ross
C. Pantofaru
Thomas Funkhouser
Justin Solomon
3DPC
298
246
0
20 Jul 2020
Adding Seemingly Uninformative Labels Helps in Low Data Regimes
Christos Matsoukas
Albert Bou I Hernandez
Yue Liu
Karin Dembrower
G. Miranda
...
Johan Fredin Haslum
Athanasios Zouzos
Peter Lindholm
Fredrik Strand
Kevin Smith
151
14
0
20 Jul 2020
MIXÉM: Unsupervised Image Classification using a Mixture of Embeddings
Asian Conference on Computer Vision (ACCV), 2020
Ali Varamesh
Tinne Tuytelaars
VLM
143
4
0
18 Jul 2020
CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search
European Conference on Computer Vision (ECCV), 2020
Xin Chen
Yawen Duan
Zewei Chen
Hang Xu
Zihao Chen
Xiaodan Liang
Tong Zhang
Zhenguo Li
OffRL
211
24
0
18 Jul 2020
2nd Place Solution to ECCV 2020 VIPriors Object Detection Challenge
Yinzheng Gu
Yihan Pan
Shizhe Chen
184
2
0
17 Jul 2020
MTP: Multi-Task Pruning for Efficient Semantic Segmentation Networks
IEEE International Conference on Multimedia and Expo (ICME), 2020
Xinghao Chen
Yiman Zhang
Yunhe Wang
VLM
178
17
0
16 Jul 2020
T-Basis: a Compact Representation for Neural Networks
International Conference on Machine Learning (ICML), 2020
Anton Obukhov
M. Rakhuba
Stamatios Georgoulis
Menelaos Kanakis
Dengxin Dai
Luc Van Gool
288
32
0
13 Jul 2020
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching
Computer Vision and Pattern Recognition (CVPR), 2020
Xuhua Huang
Jiarui Xu
Yu-Wing Tai
Chi-Keung Tang
VOS
279
71
0
11 Jul 2020
Sample-based Regularization: A Transfer Learning Strategy Toward Better Generalization
Yunho Jeon
Yongseok Choi
Jaesun Park
Subin Yi
D.-Y. Cho
Jiwon Kim
110
6
0
10 Jul 2020
AutoAssign: Differentiable Label Assignment for Dense Object Detection
Benjin Zhu
Jianfeng Wang
Zhengkai Jiang
Fuhang Zong
Songtao Liu
Zeming Li
Jian Sun
275
248
0
07 Jul 2020
LabelEnc: A New Intermediate Supervision Method for Object Detection
Miao Hao
Yitao Liu
Xinming Zhang
Jian Sun
281
29
0
07 Jul 2020
Learn Faster and Forget Slower via Fast and Stable Task Adaptation
Farshid Varno
Lucas May Petry
Lisa Di-Jorio
Stan Matwin
CLL
285
2
0
02 Jul 2020
Rethinking Channel Dimensions for Efficient Model Design
Dongyoon Han
Sangdoo Yun
Byeongho Heo
Y. Yoo
3DV
222
103
0
02 Jul 2020
Unsupervised Learning of Video Representations via Dense Trajectory Clustering
P. Tokmakov
M. Hebert
Cordelia Schmid
SSL
104
22
0
28 Jun 2020
Localization Uncertainty Estimation for Anchor-Free Object Detection
Youngwan Lee
Joong-won Hwang
Hyungil Kim
Kimin Yun
Yongjin Kwon
Yuseok Bae
Joungyoul Park
320
35
0
28 Jun 2020
Rescaling Egocentric Vision
International Journal of Computer Vision (IJCV), 2020
Dima Damen
Hazel Doughty
G. Farinella
Antonino Furnari
Evangelos Kazakos
...
Davide Moltisanti
Jonathan Munro
Toby Perrett
Will Price
Michael Wray
EgoV
496
579
0
23 Jun 2020
What shapes feature representations? Exploring datasets, architectures, and training
Katherine L. Hermann
Andrew Kyle Lampinen
OOD
274
175
0
22 Jun 2020
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