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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
You Can Trust Your Clustering Model: A Parameter-free Self-Boosting Plug-in for Deep Clustering Hanyang Li Yuheng Jia Hui Liu Junhui Hou 13 0 0 26 Nov 2025
Towards an Effective Action-Region Tracking Framework for Fine-grained Video Action Recognition Baoli Sun Y. X. R. Wang Xinzhu Ma Zhihui Wang Kun Lu Zhiyong Wang 142 0 0 26 Nov 2025
FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning Jiaoyang Li Jun Fang Tianhao Gao Xiaohui Zhang Zhiyuan Liu Chao Liu Pengzhang Liu Qixia Jiang 574 0 0 26 Nov 2025
FedAPA: Federated Learning with Adaptive Prototype Aggregation Toward Heterogeneous Wi-Fi CSI-based Crowd Counting Jingtao Guo Yuyi Mao I. W. Ho 100 0 0 26 Nov 2025
CrossEarth-Gate: Fisher-Guided Adaptive Tuning Engine for Efficient Adaptation of Cross-Domain Remote Sensing Semantic Segmentation Shilei Cao Ziyang Gong Hehai Lin Yang Liu Jiashun Cheng ... C. Qin Hong Cheng Xue Yang Juepeng Zheng Haohuan Fu 140 0 0 25 Nov 2025
Pre-train to Gain: Robust Learning Without Clean Labels David Szczecina Nicholas Pellegrino Paul Fieguth NoLa 133 0 0 25 Nov 2025
Face, Whole-Person, and Object Classification in a Unified Space Via The Interleaved Multi-Domain Identity Curriculum Thomas M. Metz Matthew Q. Hill A. O’toole CVBM 167 0 0 25 Nov 2025
ScenarioCLIP: Pretrained Transferable Visual Language Models and Action-Genome Dataset for Natural Scene Analysis Advik Sinha Saurabh Atreya Aashutosh A V Sk Aziz Ali Abhijit Das CLIP 86 0 0 25 Nov 2025
Cross-Contrastive Clustering for Multimodal Attributed Graphs with Dual Graph Filtering Haoran Zheng Renchi Yang Hongtao Wang Jianliang Xu 56 0 0 25 Nov 2025
Advancing Image Classification with Discrete Diffusion Classification Modeling Omer Belhasin Shelly Golan Ran El-Yaniv Michael Elad DiffM 124 0 0 25 Nov 2025
VibraVerse: A Large-Scale Geometry-Acoustics Alignment Dataset for Physically-Consistent Multimodal Learning Bo Pang Chenxi Xu J. Ren Guoping Wang Sheng Li 128 0 0 25 Nov 2025
Scale What Counts, Mask What Matters: Evaluating Foundation Models for Zero-Shot Cross-Domain Wi-Fi Sensing Cheng Jiang Yihe Yan Yanxiang Wang Chun Tung Chou Wen Hu 61 0 0 24 Nov 2025
Annotation-Free Class-Incremental Learning Hari Chandana Kuchibhotla K S Ananth Vineeth N. Balasubramanian CLL 121 0 0 24 Nov 2025
A joint optimization approach to identifying sparse dynamics using least squares kernel collocation Alexander Hsu Ike Griss Salas Jacob Stevens-Haas J. Nathan Kutz Aleksandr Aravkin Bamdad Hosseini 36 0 0 23 Nov 2025
RNN as Linear Transformer: A Closer Investigation into Representational Potentials of Visual Mamba Models Timing Yang Guoyizhe Wei Alan Yuille Feng Wang Mamba 73 0 0 23 Nov 2025
CrossJEPA: Cross-Modal Joint-Embedding Predictive Architecture for Efficient 3D Representation Learning from 2D Images Avishka Perera Kumal Hewagamage Saeedha Nazar Kavishka Abeywardana Hasitha Gallella Ranga Rodrigo Mohamed Afham 3DV 125 0 0 23 Nov 2025
DE-KAN: A Kolmogorov Arnold Network with Dual Encoder for accurate 2D Teeth Segmentation Md Mizanur Rahman Mustakim Jianwu Li Sumya Bhuiyan Mohammad Mehedi Hasan Bing Han MedIm 277 0 0 23 Nov 2025
Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models Jiayi Luo Qingyun Sun Lingjuan Lyu Ziwei Zhang Haonan Yuan Xingcheng Fu Jianxin Li AAML AI4CE 36 0 0 22 Nov 2025
When Better Teachers Don't Make Better Students: Revisiting Knowledge Distillation for CLIP Models in VQA Pume Tuchinda Parinthapat Pengpun Romrawin Chumpu Sarana Nutanong Peerat Limkonchotiwat VLM 88 0 0 22 Nov 2025
Muskie: Multi-view Masked Image Modeling for 3D Vision Pre-training Wenyu Li Sidun Liu Peng Qiao Y. Dou Tongrui Hu 108 0 0 22 Nov 2025
Self-Supervised Learning by Curvature Alignment Benyamin Ghojogh M. H. Sepanj Paul Fieguth 45 0 0 21 Nov 2025
Real-Time Cooked Food Image Synthesis and Visual Cooking Progress Monitoring on Edge Devices Jigyasa Gupta Soumya Goyal Anil Kumar Ishan Jindal 20 0 0 21 Nov 2025
SAVeD: Semantic Aware Version Discovery Artem Frenk Roee Shraga 64 0 0 21 Nov 2025
CroTad: A Contrastive Reinforcement Learning Framework for Online Trajectory Anomaly Detection Rui Xue Dan He Fengmei Jin Chen Zhang Xiaofang Zhou 16 0 0 21 Nov 2025
Investigating self-supervised representations for audio-visual deepfake detection Dragos-Alexandru Boldisor Stefan Smeu Dan Oneaţă Elisabeta Oneata SSL 146 0 0 21 Nov 2025
A Stitch in Time: Learning Procedural Workflow via Self-Supervised Plackett-Luce Ranking Chengan Che Chao Wang Xinyue Chen Sophia Tsoka Luis C. Garcia-Peraza-Herrera AI4TS 146 0 0 21 Nov 2025
PrismSSL: One Interface, Many Modalities; A Single-Interface Library for Multimodal Self-Supervised Learning Melika Shirian Kianoosh Vadaei Kian Majlessi Audrina Ebrahimi Arshia Hemmat Peyman Adibi Hossein Karshenas 28 0 0 21 Nov 2025
Mask the Redundancy: Evolving Masking Representation Learning for Multivariate Time-Series Clustering Zexi Tan Xiaopeng Luo Yunlin Liu Yiqun Zhang 104 0 0 21 Nov 2025
DSeq-JEPA: Discriminative Sequential Joint-Embedding Predictive Architecture Xiangteng He Shunsuke Sakai Kun Yuan N. Padoy Tatsuhito Hasegawa Leonid Sigal AI4TS 202 0 0 21 Nov 2025
Scaling Self-Supervised and Cross-Modal Pretraining for Volumetric CT Transformers Cris Claessens Christiaan Viviers Giacomo DÁmicantonio Egor Bondarev Fons van der Sommen MedIm ViT 156 0 0 21 Nov 2025
Weakly Supervised Segmentation and Classification of Alpha-Synuclein Aggregates in Brightfield Midbrain Images Erwan Dereure Robin Louiset Laura Parkkinen David A Menassa David Holcman 84 0 0 20 Nov 2025
Supervised Contrastive Learning for Few-Shot AI-Generated Image Detection and Attribution Jaime Álvarez Urueña David Camacho Javier Huertas-Tato 84 0 0 20 Nov 2025
Late-decoupled 3D Hierarchical Semantic Segmentation with Semantic Prototype Discrimination based Bi-branch Supervision Shuyu Cao Chongshou Li Jie Xu Tianrui Li Na Zhao 140 0 0 20 Nov 2025
CoSP: Reconfigurable Multi-State Metamaterial Inverse Design via Contrastive Pretrained Large Language Model Shujie Yang Xuzhe Zhao Y. Zhang Yansong Tang Kaichen Dong 16 0 0 20 Nov 2025
Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Wei-Cheng Tseng Xuanru Zhou Mingyue Huo Yiwen Shao Hao Zhang Dong Yu CLIP AI4TS VLM 92 0 0 20 Nov 2025
Enhanced Federated Deep Multi-View Clustering under Uncertainty Scenario Bingjun Wei Xuemei Cao Jiafen Liu Haoyang Liang Xin Yang FedML 181 0 0 19 Nov 2025
PLATONT: Learning a Platonic Representation for Unified Network Tomography Chengze Du Heng Xu Zhiwei Yu Bo Liu Jialong Li 128 0 0 19 Nov 2025
GRPO-RM: Fine-Tuning Representation Models via GRPO-Driven Reinforcement Learning Yanchen Xu Ziheng Jiao H. Zhang Xuelong Li 212 0 0 19 Nov 2025
CKDA: Cross-modality Knowledge Disentanglement and Alignment for Visible-Infrared Lifelong Person Re-identification Zhenyu Cui Jiahuan Zhou Yuxin Peng 36 0 0 19 Nov 2025
A Dataset and Baseline for Deep Learning-Based Visual Quality Inspection in RemanufacturingIEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2025 Johannes C. Bauer Paul Geng Stephan Trattnig Petr Dokládal Rüdiger Daub 44 0 0 19 Nov 2025
Walrus: A Cross-Domain Foundation Model for Continuum Dynamics Michael McCabe Payel Mukhopadhyay Tanya Marwah Bruno Régaldo-Saint Blancard François Rozet ... Mariel Pettee Jeff Shen Kyunghyun Cho M. Cranmer S. Ho AI4CE 160 0 0 19 Nov 2025
Sigil: Server-Enforced Watermarking in U-Shaped Split Federated Learning via Gradient Injection Zhengchunmin Dai Jiaxiong Tang Peng Sun Honglong Chen Liantao Wu AAML 127 0 0 18 Nov 2025
SLAM-AGS: Slide-Label Aware Multi-Task Pretraining Using Adaptive Gradient Surgery in Computational Cytology Marco Acerbis Swarnadip Chatterjee Christophe Avenel Joakim Lindblad 52 0 0 18 Nov 2025
Structured Contrastive Learning for Interpretable Latent Representations Zhengyang Shen Hua Tu Mayue Shi DRL 136 0 0 18 Nov 2025
Skeletons Speak Louder than Text: A Motion-Aware Pretraining Paradigm for Video-Based Person Re-Identification Rifen Lin Alex Jinpeng Wang Jiawei Mo Min Li 127 0 0 17 Nov 2025
OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation Henry Herzog Favyen Bastani Yawen Zhang Gabriel Tseng Joseph Redmon ... Hannah Kerner Evan Shelhamer Ali Farhadi Ranjay Krishna Patrick Beukema VGen 112 0 0 17 Nov 2025
Robust Defense Strategies for Multimodal Contrastive Learning: Efficient Fine-tuning Against Backdoor Attacks Md. Iqbal Hossain Afia Sajeeda Neeresh Kumar Perla Ming Shao AAML 174 0 0 17 Nov 2025
MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging Siyuan Li Kai Yu Anna Wang Zicheng Liu Chang Yu Jingbo Zhou Qirong Yang Yucheng Guo Xiaoming Zhang Stan Z. Li 64 0 0 17 Nov 2025
Artificial Intelligence-Enabled Spirometry for Early Detection of Right Heart Failure Bin Liu Qinghao Zhao Yuxi Zhou Zhejun Sun Kaijie Lei Deyun Zhang Shijia Geng Shenda Hong 95 0 0 17 Nov 2025
Quantum Machine Learning via Contrastive Training Liudmila A. Zhukas Vivian Ni Zhang Qiang Miao Qingfeng Wang Marko Cetina Jungsang Kim Lawrence Carin Christopher Monroe SSL VLM 116 0 0 17 Nov 2025