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1912.01991
Cited By
Self-Supervised Learning of Pretext-Invariant Representations
Computer Vision and Pattern Recognition (CVPR), 2019
4 December 2019
Ishan Misra
Laurens van der Maaten
SSL
VLM
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Papers citing
"Self-Supervised Learning of Pretext-Invariant Representations"
50 / 922 papers shown
Title
Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal Annotation
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Thomas Lukasiewicz
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Contrastive Abstraction for Reinforcement Learning
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M. Hofmarcher
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Sepp Hochreiter
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277
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Analysis of Spatial augmentation in Self-supervised models in the purview of training and test distributions
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Tinne Tuytelaars
159
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Simple Unsupervised Knowledge Distillation With Space Similarity
European Conference on Computer Vision (ECCV), 2024
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Haohan Wang
351
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Surveying the MLLM Landscape: A Meta-Review of Current Surveys
Ming Li
Keyu Chen
Ziqian Bi
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Sen Zhang
Xuanhe Pan
Jiawei Xu
Pohsun Feng
OffRL
256
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Self-supervised Learning for Acoustic Few-Shot Classification
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Jingyong Liang
Bernd Meyer
Isaac Ning Lee
Thanh-Toan Do
SSL
284
2
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15 Sep 2024
Exploiting Supervised Poison Vulnerability to Strengthen Self-Supervised Defense
European Conference on Computer Vision (ECCV), 2024
Jeremy A. Styborski
Mingzhi Lyu
Yunpeng Huang
Adams Kong
304
1
0
13 Sep 2024
Explicit Mutual Information Maximization for Self-Supervised Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Lele Chang
Peilin Liu
Qinghai Guo
Fei Wen
SSL
247
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07 Sep 2024
Leveraging Superfluous Information in Contrastive Representation Learning
Xuechu Yu
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159
3
0
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Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning
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Wenwen Qiang
Luntian Mou
Changwen Zheng
Wen Gao
AAML
143
4
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19 Aug 2024
SpectralEarth: Training Hyperspectral Foundation Models at Scale
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C. Albrecht
Julien Mairal
J. Chanussot
Yi Wang
X. Zhu
273
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Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples
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Hyungu Kahng
Seoung Bum Kim
204
1
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Self-Supervised Learning for Text Recognition: A Critical Survey
International Journal of Computer Vision (IJCV), 2024
Carlos Peñarrubia
J. J. Valero-Mas
Jorge Calvo-Zaragoza
364
4
0
29 Jul 2024
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention
João D. Nunes
D. Montezuma
Domingos Oliveira
Tania Pereira
Jaime S. Cardoso
250
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Unsqueeze [CLS] Bottleneck to Learn Rich Representations
Qing Su
Shihao Ji
236
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Causal Understanding For Video Question Answering
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Adithya Sampath
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259
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Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation
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WonJun Moon
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213
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Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing
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Georgios Tzimiropoulos
Ioannis Patras
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268
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LEMoN: Label Error Detection using Multimodal Neighbors
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Aparna Balagopalan
Nassim Oufattole
Hyewon Jeong
Yan Wu
Jiacheng Zhu
Elisa Kreiss
379
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Jacob Thrasher
Alina Devkota
Ahmed Tafti
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78
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AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking
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Tianyu Luan
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Shaoyan Pan
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Xiaofeng Yang
238
15
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Noise-Free Explanation for Driving Action Prediction
Hongbo Zhu
Theodor Wulff
R. S. Maharjan
Jinpei Han
Angelo Cangelosi
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254
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Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features
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Hélio Pedrini
Adín Ramírez Rivera
SSL
159
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Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision
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Eleni Chatzi
Olga Fink
223
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The Hidden Pitfalls of the Cosine Similarity Loss
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Sharvaree P. Vadgama
Erik J. Bekkers
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225
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Self-Supervised Alignment Learning for Medical Image Segmentation
Haofeng Li
Yiming Ouyang
Xiang Wan
182
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186
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M3T: Multi-Modal Medical Transformer to bridge Clinical Context with Visual Insights for Retinal Image Medical Description Generation
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T. Cherukuri
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217
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David Klindt
Randall Balestriero
SSL
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Ziang Xu
J. Rittscher
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215
1
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14 Jun 2024
Self-supervised Adversarial Training of Monocular Depth Estimation against Physical-World Attacks
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Zhiyuan Cheng
Cheng Han
James Liang
Qifan Wang
Xiangyu Zhang
Dongfang Liu
AAML
188
9
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DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation
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Shih-Hong Chen
Chih-Yao Hu
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Kai-Hsin Chen
Yu-You Chen
Chih-Hai Su
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528
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Task-oriented Embedding Counts: Heuristic Clustering-driven Feature Fine-tuning for Whole Slide Image Classification
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Shanshan Shi
Renao Yan
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Tian Guan
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259
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AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks
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M. Sarfraz
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172
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DINO as a von Mises-Fisher mixture model
International Conference on Learning Representations (ICLR), 2024
Hariprasath Govindarajan
Per Sidén
Jacob Roll
Fredrik Lindsten
216
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Learning Generalized Medical Image Representations through Image-Graph Contrastive Pretraining
Sameer Tajdin Khanna
Daniel J. Michael
Marinka Zitnik
Pranav Rajpurkar
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131
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Vision-Language Modeling with Regularized Spatial Transformer Networks for All Weather Crosswind Landing of Aircraft
Indian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2024
Debabrata Pal
Anvita Singh
Saumya Saumya
Shouvik Das
96
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09 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision
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Tania Stathaki
Athanasios Gkelias
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393
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0
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Classification of Breast Cancer Histopathology Images using a Modified Supervised Contrastive Learning Method
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Ali Royat
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160
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Masked Multi-Query Slot Attention for Unsupervised Object Discovery
Rishav Pramanik
José-Fabian Villa-Vásquez
M. Pedersoli
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On Improving the Algorithm-, Model-, and Data- Efficiency of Self-Supervised Learning
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Jianxin Wu
157
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Andrew Gordon Wilson
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Nicolas Ballas
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Understanding Hyperbolic Metric Learning through Hard Negative Sampling
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Fangzhou Lin
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Spyros Gidaris
Andrei Bursuc
Antonín Vobecký
Patrick Pérez
Renaud Marlet
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273
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