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1906.02940
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Selfie: Self-supervised Pretraining for Image Embedding
7 June 2019
Trieu H. Trinh
Minh-Thang Luong
Quoc V. Le
SSL
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Papers citing
"Selfie: Self-supervised Pretraining for Image Embedding"
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Multimodal Research in Vision and Language: A Review of Current and Emerging Trends
Shagun Uppal
Sarthak Bhagat
Devamanyu Hazarika
Navonil Majumdar
Soujanya Poria
Roger Zimmermann
Amir Zadeh
277
6
0
19 Oct 2020
G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling
Souradip Chakraborty
A. R. Gosthipaty
Sayak Paul
SSL
104
23
0
25 Sep 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Jaemin Cho
Jiasen Lu
Dustin Schwenk
Hannaneh Hajishirzi
Aniruddha Kembhavi
VLM
MLLM
215
106
0
23 Sep 2020
Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks
Petra (PETRA), 2020
Mohammad Zaki Zadeh
Ashwin Ramesh Babu
Ashish Jaiswal
F. Makedon
160
17
0
26 Aug 2020
A Survey on Self-supervised Pre-training for Sequential Transfer Learning in Neural Networks
H. H. Mao
BDL
SSL
142
54
0
01 Jul 2020
Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training
Xuxi Chen
Wuyang Chen
Tianlong Chen
Ye Yuan
Chen Gong
Kewei Chen
Zinan Lin
156
94
0
22 Jun 2020
Rethinking the Value of Labels for Improving Class-Imbalanced Learning
Neural Information Processing Systems (NeurIPS), 2020
Yuzhe Yang
Zhi Xu
SSL
403
475
0
13 Jun 2020
VirTex: Learning Visual Representations from Textual Annotations
Computer Vision and Pattern Recognition (CVPR), 2020
Karan Desai
Justin Johnson
SSL
VLM
473
467
0
11 Jun 2020
FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval
D. Gao
Linbo Jin
Ben Chen
Minghui Qiu
Peng Li
Yi Wei
Yitao Hu
Haozhe Jasper Wang
OOD
209
146
0
20 May 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions
European Conference on Computer Vision (ECCV), 2020
Matheus Gadelha
Aruni RoyChowdhury
Gopal Sharma
E. Kalogerakis
Liangliang Cao
Erik Learned-Miller
Rui Wang
Subhransu Maji
3DPC
226
47
0
30 Mar 2020
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning
Computer Vision and Pattern Recognition (CVPR), 2020
Tianlong Chen
Sijia Liu
Shiyu Chang
Yu Cheng
Lisa Amini
Zinan Lin
AAML
253
274
0
28 Mar 2020
Instance Separation Emerges from Inpainting
Steffen Wolf
Fred Hamprecht
Jan Funke
OCL
SSL
114
2
0
28 Feb 2020
Learning Representations by Predicting Bags of Visual Words
Computer Vision and Pattern Recognition (CVPR), 2020
Spyros Gidaris
Andrei Bursuc
N. Komodakis
P. Pérez
Matthieu Cord
SSL
313
124
0
27 Feb 2020
Towards Utilizing Unlabeled Data in Federated Learning: A Survey and Prospective
Yilun Jin
Xiguang Wei
Yang Liu
Qiang Yang
FedML
134
68
0
26 Feb 2020
Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information
IEEE Access (IEEE Access), 2019
Seonwoo Min
Seunghyun Park
Siwon Kim
Hyun-Soo Choi
Byunghan Lee
Sungroh Yoon
SSL
319
63
0
25 Nov 2019
Towards a Hypothesis on Visual Transformation based Self-Supervision
British Machine Vision Conference (BMVC), 2019
Dipan K. Pal
Sreena Nallamothu
Marios Savvides
129
6
0
24 Nov 2019
When Does Self-supervision Improve Few-shot Learning?
European Conference on Computer Vision (ECCV), 2019
Jong-Chyi Su
Subhransu Maji
B. Hariharan
220
186
0
08 Oct 2019
UNITER: UNiversal Image-TExt Representation Learning
European Conference on Computer Vision (ECCV), 2019
Yen-Chun Chen
Linjie Li
Licheng Yu
Ahmed El Kholy
Faisal Ahmed
Zhe Gan
Yu Cheng
Jingjing Liu
VLM
OT
345
464
0
25 Sep 2019
TabNet: Attentive Interpretable Tabular Learning
AAAI Conference on Artificial Intelligence (AAAI), 2019
Sercan O. Arik
Tomas Pfister
LMTD
762
1,788
0
20 Aug 2019
Unsupervised Data Augmentation for Consistency Training
Neural Information Processing Systems (NeurIPS), 2019
Qizhe Xie
Zihang Dai
Eduard H. Hovy
Minh-Thang Luong
Quoc V. Le
793
2,537
0
29 Apr 2019
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