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2008.01342
Cited By
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LoCo: Local Contrastive Representation Learning
4 August 2020
Yuwen Xiong
Mengye Ren
R. Urtasun
SSL
DRL
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Papers citing
"LoCo: Local Contrastive Representation Learning"
50 / 52 papers shown
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HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms
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30 Oct 2024
Improving Node Representation by Boosting Target-Aware Contrastive Loss
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Unifying back-propagation and forward-forward algorithms through model predictive control
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29 Sep 2024
Distance-Forward Learning: Enhancing the Forward-Forward Algorithm Towards High-Performance On-Chip Learning
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Qinghao Wen
Guoqi Li
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311
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27 Aug 2024
HPFF: Hierarchical Locally Supervised Learning with Patch Feature Fusion
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Chenghao He
Feiyu Zhu
Xiaojie Xu
Dongzhi Guan
Chenyang Si
337
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08 Jul 2024
Momentum Auxiliary Network for Supervised Local Learning
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Xiuyuan Guo
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548
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0
08 Jul 2024
MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network
Yuming Zhang
Shouxin Zhang
Peizhe Wang
Feiyu Zhu
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Junhao Su
Jiabin Liu
Xiuyuan Guo
441
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0
24 Jun 2024
Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation
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Yibo Yang
Xiaojie Li
Motasem Alfarra
Hasan Hammoud
Adel Bibi
Juil Sock
Guohao Li
273
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Training of Physical Neural Networks
Ali Momeni
Babak Rahmani
B. Scellier
Logan G. Wright
Peter L. McMahon
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Andrea J. Liu
D. Psaltis
Andrea Alù
Romain Fleury
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387
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Scaling Supervised Local Learning with Augmented Auxiliary Networks
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Jibin Wu
Chenyang Si
Kay Chen Tan
263
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End-to-End Training Induces Information Bottleneck through Layer-Role Differentiation: A Comparative Analysis with Layer-wise Training
Keitaro Sakamoto
Issei Sato
425
10
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14 Feb 2024
Layerwise complexity-matched learning yields an improved model of cortical area V2
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Olivier J. Hénaff
Eero P. Simoncelli
314
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18 Dec 2023
BIM: Block-Wise Self-Supervised Learning with Masked Image Modeling
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Mengye Ren
Sai Qian Zhang
244
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28 Nov 2023
SpectralGPT: Spectral Remote Sensing Foundation Model
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Danfeng Hong
Bing Zhang
Xuyang Li
Yuxuan Li
Chenyu Li
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Xiuping Jia
Antonio J. Plaza
Paolo Gamba
J. Benediktsson
J. Chanussot
381
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13 Nov 2023
DualTalker: A Cross-Modal Dual Learning Approach for Speech-Driven 3D Facial Animation
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Yanwu Yang
Zhifeng Li
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305
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08 Nov 2023
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models
Shentong Mo
Zhun Sun
Chao Li
171
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28 Oct 2023
Patch-Wise Self-Supervised Visual Representation Learning: A Fine-Grained Approach
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Ali Javidani
Mohammad Amin Sadeghi
Babak N. Araabi
463
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28 Oct 2023
Leader-Follower Neural Networks with Local Error Signals Inspired by Complex Collectives
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Xiongye Xiao
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Andrei Irimia
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300
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11 Oct 2023
DreamTeacher: Pretraining Image Backbones with Deep Generative Models
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Daiqing Li
Huan Ling
Amlan Kar
David Acuna
Seung Wook Kim
Karsten Kreis
Antonio Torralba
Sanja Fidler
VLM
DiffM
324
37
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14 Jul 2023
Oversmoothing: A Nightmare for Graph Contrastive Learning?
Jintang Li
Wangbin Sun
Ruofan Wu
Yuchang Zhu
Liang Chen
Zibin Zheng
277
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03 Jun 2023
Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices
Neural Information Processing Systems (NeurIPS), 2023
Kilian Pfeiffer
R. Khalili
J. Henkel
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374
10
0
26 May 2023
Block-local learning with probabilistic latent representations
David Kappel
Khaleelulla Khan Nazeer
Cabrel Teguemne Fokam
Christian Mayr
Anand Subramoney
324
5
0
24 May 2023
Blockwise Self-Supervised Learning at Scale
Shoaib Ahmed Siddiqui
David M. Krueger
Yann LeCun
Stéphane Deny
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290
25
0
03 Feb 2023
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow
IEEE International Conference on Computer Vision (ICCV), 2022
Philippe Weinzaepfel
Thomas Lucas
Vincent Leroy
Yohann Cabon
Vaibhav Arora
Romain Brégier
G. Csurka
L. Antsfeld
Boris Chidlovskii
Jérôme Revaud
ViT
620
179
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18 Nov 2022
Fair contrastive pre-training for geographic image segmentation
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022
Miaohui Zhang
R. Chunara
201
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16 Nov 2022
Rethinking Prototypical Contrastive Learning through Alignment, Uniformity and Correlation
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Shentong Mo
Zhun Sun
Chao Li
156
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18 Oct 2022
Learning Self-Regularized Adversarial Views for Self-Supervised Vision Transformers
Tao Tang
Changlin Li
Guangrun Wang
Kaicheng Yu
Xiaojun Chang
Xiaodan Liang
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249
1
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16 Oct 2022
Scaling Forward Gradient With Local Losses
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Mengye Ren
Simon Kornblith
Renjie Liao
Geoffrey E. Hinton
614
73
0
07 Oct 2022
Block-wise Training of Residual Networks via the Minimizing Movement Scheme
Skander Karkar
Ibrahim Ayed
Emmanuel de Bézenac
Patrick Gallinari
266
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03 Oct 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings
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Yiren Jian
Chongyang Gao
Soroush Vosoughi
SSL
283
18
0
20 Sep 2022
Trustworthy Recommender Systems
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Shoujin Wang
Xiuzhen Zhang
Yan Wang
Huan Liu
Francesco Ricci
357
106
0
10 Aug 2022
Understanding Masked Image Modeling via Learning Occlusion Invariant Feature
Computer Vision and Pattern Recognition (CVPR), 2022
Xiangwen Kong
Xiangyu Zhang
SSL
276
72
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08 Aug 2022
Unsupervised learning of features and object boundaries from local prediction
Heiko H. Schutt
W. Ma
SSL
282
0
0
27 May 2022
Contrastive Learning for Prompt-Based Few-Shot Language Learners
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yiren Jian
Chongyang Gao
Soroush Vosoughi
VLM
263
41
0
03 May 2022
STC: Spatio-Temporal Contrastive Learning for Video Instance Segmentation
Zhengkai Jiang
Zhangxuan Gu
Jinlong Peng
Hang Zhou
Liang Liu
Yabiao Wang
Ying Tai
Chengjie Wang
Liqing Zhang
216
18
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08 Feb 2022
Unsupervised Disentanglement without Autoencoding: Pitfalls and Future Directions
Andrea Burns
Aaron Sarna
Dilip Krishnan
Aaron Maschinot
CoGe
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256
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0
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Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization
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Rui Qian
Yuxi Li
Huabin Liu
John See
Shuangrui Ding
Xian Liu
Dian Li
Weiyao Lin
336
43
0
04 Aug 2021
Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-network
AAAI Conference on Artificial Intelligence (AAAI), 2021
Sangmin Bae
Sungnyun Kim
Jongwoo Ko
Gihun Lee
SeungJong Noh
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29 Jun 2021
Efficient Self-supervised Vision Transformers for Representation Learning
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Jianwei Yang
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Mei Gao
Bin Xiao
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Progressive Stage-wise Learning for Unsupervised Feature Representation Enhancement
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216
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You Never Cluster Alone
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Ziyi Shen
Menghan Wang
Jie Qin
Juil Sock
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406
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Meta-Learning Bidirectional Update Rules
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Max Vladymyrov
A. Zhmoginov
Nolan Miller
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355
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262
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Self-Supervised Representation Learning from Flow Equivariance
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Mengye Ren
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R. Urtasun
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360
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Parallel Training of Deep Networks with Local Updates
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Luke Metz
Seth Nabarrao
Mark Saroufim
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Jascha Narain Sohl-Dickstein
Pieter Abbeel
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361
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Local plasticity rules can learn deep representations using self-supervised contrastive predictions
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G. Bellec
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634
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16 Oct 2020
Contrastive Representation Learning: A Framework and Review
IEEE Access (IEEE Access), 2020
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