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A Simple Framework for Contrastive Learning of Visual Representations

International Conference on Machine Learning (ICML), 2020

13 February 2020

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Papers citing "A Simple Framework for Contrastive Learning of Visual Representations"

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Title
Which Direction to Choose? An Analysis on the Representation Power of Self-Supervised ViTs in Downstream Tasks Yannis Kaltampanidis Alexandros Doumanoglou D. Zarpalas 88 0 0 18 Sep 2025
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A Multimodal Foundation Model to Enhance Generalizability and Data Efficiency for Pan-cancer Prognosis Prediction Huajun Zhou Fengtao Zhou Jiabo Ma Yingxue Xu Xi Wang Xiuming Zhang Li Liang Zhenhui Li Huajun Chen 69 0 0 16 Sep 2025
LEAF: Knowledge Distillation of Text Embedding Models with Teacher-Aligned Representations Robin Vujanic Thomas Rueckstiess 84 2 0 16 Sep 2025
Contrastive timbre representations for musical instrument and synthesizer retrieval Gwendal Le Vaillant Yannick Molle 56 0 0 16 Sep 2025
Contrastive Learning with Enhanced Abstract Representations using Grouped Loss of Abstract Semantic Supervision Omri Suissa Muhiim Ali Shengmai Chen Yinuo Cai Shekhar Pradhan VLM 168 0 0 16 Sep 2025
ScaleDoc: Scaling LLM-based Predicates over Large Document Collections Hengrui Zhang Yulong Hui Yihao Liu Huanchen Zhang OffRL 71 0 0 16 Sep 2025
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Domain-Adaptive Pretraining Improves Primate Behavior Recognition Felix B. Mueller Timo Lueddecke Richard Vogg Alexander S. Ecker 77 1 0 15 Sep 2025
Learning Representations in Video Game Agents with Supervised Contrastive Imitation Learning Carlos Celemin Joseph Brennan Pierluigi Vito Amadori Tim Bradley SSL DRL 138 0 0 15 Sep 2025
Self-Supervised and Topological Signal-Quality Assessment for Any PPG Device Wei Shao Ruoyu Zhang Zequan Liang Ehsan Kourkchi S. Rafatirad Houman Homayoun 56 0 0 15 Sep 2025
Multi Anatomy X-Ray Foundation Model Nishank Singla Krisztian Koos Farzin Haddadpour Amin Honarmandi Shandiz Lovish Chum Xiaojian Xu Qing Jin Erhan Bas MedIm 125 0 0 15 Sep 2025
SENTRA: Selected-Next-Token Transformer for LLM Text Detection Mitchell Plyler Yilun Zhang Alexander Tuzhilin Saoud Khalifah Sen Tian 62 0 0 15 Sep 2025
Promoting Shape Bias in CNNs: Frequency-Based and Contrastive Regularization for Corruption Robustness Robin Narsingh Ranabhat Longwei Wang Amit Kumar Patel KC Santosh 76 1 0 14 Sep 2025
ManiVID-3D: Generalizable View-Invariant Reinforcement Learning for Robotic Manipulation via Disentangled 3D Representations Zheng Li Pei Qu Ruixiang Wang Shihui Zhou Haizhou Ge Jiahang Cao Jinni Zhou Longhua Ma Jun Ma 84 0 0 14 Sep 2025
Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning Huaiyuan Qin M. Yang Siyuan Hu Peng Hu Yu Zhang Chen Gong Hongyuan Zhu 97 0 0 14 Sep 2025
Rate-Distortion Limits for Multimodal Retrieval: Theory, Optimal Codes, and Finite-Sample Guarantees Thomas Y. Chen 60 0 0 14 Sep 2025
A Survey on Retrieval And Structuring Augmented Generation with Large Language Models Pengcheng Jiang Siru Ouyang Yizhu Jiao Ming Zhong Runchu Tian Jiawei Han RALM KELM 116 3 0 12 Sep 2025
LayerLock: Non-collapsing Representation Learning with Progressive Freezing Goker Erdogan Nikhil Parthasarathy Catalin Ionescu Drew A. Hudson Alexander Lerchner Andrew Zisserman Mehdi S. M. Sajjadi João Carreira 100 0 0 12 Sep 2025
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Prototypical Contrastive Learning For Improved Few-Shot Audio Classification Christos Sgouropoulos Christos Nikou Stefanos Vlachos Vasileios Theiou Christos Foukanelis Theodoros Giannakopoulos VLM 120 0 0 12 Sep 2025
Building a General SimCLR Self-Supervised Foundation Model Across Neurological Diseases to Advance 3D Brain MRI Diagnoses Emily Kaczmarek Justin Szeto Brennan Nichyporuk Tal Arbel MedIm 64 0 0 12 Sep 2025
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Contextual Learning for Anomaly Detection in Tabular Data Spencer King Zhilu Zhang Ruofan Yu Baris Coskun Wei Ding Qian Cui 69 0 0 10 Sep 2025
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