Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

17 June 2020

Papers citing "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments"

50 / 2,418 papers shown

Title
A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Chengzhi Wu Qianliang Huang Kun Jin Julius Pfrommer Jürgen Beyerer 3DPC SSL 25 3 0 30 May 2025
Improving Brain-to-Image Reconstruction via Fine-Grained Text Bridging Runze Xia Shuo Feng Renzhi Wang Congchi Yin Xuyun Wen Piji Li DiffM 11 0 0 28 May 2025
Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing Peiming Guo Meishan Zhang Jianling Li Min Zhang Yue Zhang 9 0 0 27 May 2025
Distill CLIP (DCLIP): Enhancing Image-Text Retrieval via Cross-Modal Transformer Distillation Daniel Csizmadia Andrei Codreanu Victor Sim Vighnesh Prabhu Michael Lu Kevin Zhu Sean O'Brien Vasu Sharma CLIP VLM 11 0 0 25 May 2025
AmorLIP: Efficient Language-Image Pretraining via Amortization Haotian Sun Yitong Li Yuchen Zhuang Niao He Hanjun Dai Bo Dai VLM 31 0 0 25 May 2025
Self-Organizing Visual Prototypes for Non-Parametric Representation Learning T. Silva Hélio Pedrini Adín Ramirez Rivera 9 0 0 23 May 2025
Investigating Fine- and Coarse-grained Structural Correspondences Between Deep Neural Networks and Human Object Image Similarity Judgments Using Unsupervised Alignment Soh Takahashi Masaru Sasaki Ken Takeda Masafumi Oizumi 35 0 0 22 May 2025
Quantum Feature Optimization for Enhanced Clustering of Blockchain Transaction Data Yun-Cheng Tsai Samuel Yen-Chi Chen 21 0 0 22 May 2025
Collaborative Unlabeled Data Optimization Xinyi Shang Peng Sun Fengyuan Liu Tao Lin 50 0 0 20 May 2025
ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains Guillaume Vray Devavrat Tomar Xufeng Gao Jean-Philippe Thiran Evan Shelhamer Behzad Bozorgtabar CLL TTA VLM 72 0 0 20 May 2025
GMM-Based Comprehensive Feature Extraction and Relative Distance Preservation For Few-Shot Cross-Modal Retrieval Chengsong Sun Weiping Li Xiang Li Yunxing Liu Lianlei Shan VLM 57 0 0 19 May 2025
Self-Supervised Learning for Image Segmentation: A Comprehensive Survey Thangarajah Akilan Nusrat Jahan Wandong Zhang SSL 75 0 0 19 May 2025
Improving Out-of-Domain Robustness with Targeted Augmentation in Frequency and Pixel Spaces Ruoqi Wang Haitao Wang Shaojie Guo Qiong Luo OOD 52 0 0 18 May 2025
AdaDim: Dimensionality Adaptation for SSL Representational Dynamics Kiran Kokilepersaud Mohit Prabhushankar Ghassan AlRegib 57 0 0 18 May 2025
FreqSelect: Frequency-Aware fMRI-to-Image Reconstruction Junliang Ye Lei Wang Md Zakir Hossain DiffM 38 0 0 18 May 2025
DDAE++: Enhancing Diffusion Models Towards Unified Generative and Discriminative Learning Weilai Xiang Hongyu Yang Di Huang Yunhong Wang 63 0 0 16 May 2025
GeoMM: On Geodesic Perspective for Multi-modal Learning Shibin Mei Hang Wang Bingbing Ni 57 0 0 16 May 2025
Invariant Representations via Wasserstein Correlation Maximization Keenan Eikenberry Lizuo Liu Yoonsang Lee OOD 50 0 0 16 May 2025
A Unified and Scalable Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 76 0 0 15 May 2025
Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition Muzammil Behzad VLM 38 0 0 14 May 2025
UniSkill: Imitating Human Videos via Cross-Embodiment Skill Representations Hanjung Kim Jaehyun Kang Hyolim Kang Meedeum Cho Seon Joo Kim Youngwoon Lee 47 0 0 13 May 2025
SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images Yicheng Song Tiancheng Lin Die Peng Su Yang Yi Xu MedIm 47 0 0 10 May 2025
xTrace: A Facial Expressive Behaviour Analysis Tool for Continuous Affect Recognition M. Tellamekala S. Jaiswal Thomas Smith Timur Alamev Gary McKeown Anthony Brown Michel Valstar CVBM 74 0 0 08 May 2025
A Tutorial on Discriminative Clustering and Mutual Information Louis Ohl Pierre-Alexandre Mattei F. Precioso 77 0 0 07 May 2025
seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models Hafez Ghaemi Eilif Muller Shahab Bakhtiari 80 0 0 06 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves Dengyang Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 65 0 0 05 May 2025
GIF: Generative Inspiration for Face Recognition at Scale Saeed Ebrahimi Sahar Rahimi Ali Dabouei Srinjoy Das Jeremy M. Dawson Nasser M. Nasrabadi CVBM 362 0 0 05 May 2025
ProDisc-VAD: An Efficient System for Weakly-Supervised Anomaly Detection in Video Surveillance Applications Tao Zhu Qi Yu Xinru Dong Shiyu Li Yue Liu Jinlong Jiang Lei Shu 38 0 0 04 May 2025
Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations Christos Zangos Danish Ebadulla Thomas C. Sprague Ambuj Singh 74 0 0 03 May 2025
Self-Supervision Enhances Instance-based Multiple Instance Learning Methods in Digital Pathology: A Benchmark Study Ali Mammadov Loic Le Folgoc Julien Adam Anne Buronfosse Gilles Hayem Guillaume Hocquet Pietro Gori SSL 52 0 0 02 May 2025
Taming the Randomness: Towards Label-Preserving Cropping in Contrastive Learning Mohamed Hassan Mohammad Wasil Sebastian Houben 67 0 0 28 Apr 2025
Benchmarking Transferability: A Framework for Fair and Robust Evaluation Alireza Kazemi Helia Rezvani Mahsa Baktashmotlagh 45 0 0 28 Apr 2025
MERA: Multimodal and Multiscale Self-Explanatory Model with Considerably Reduced Annotation for Lung Nodule Diagnosis Jiahao Lu Chong Yin Silvia Ingala Kenny Erleben M. Nielsen S. Darkner 68 0 0 27 Apr 2025
PyViT-FUSE: A Foundation Model for Multi-Sensor Earth Observation Data Manuel Weber Carly Beneke ViT 76 0 0 26 Apr 2025
Boosting Generative Image Modeling via Joint Image-Feature Synthesis Theodoros Kouzelis Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DiffM 55 0 0 22 Apr 2025
Automated Measurement of Eczema Severity with Self-Supervised Learning Neelesh Kumar Oya Aran 42 0 0 21 Apr 2025
SuperCL: Superpixel Guided Contrastive Learning for Medical Image Segmentation Pre-training Shuang Zeng Lei Zhu Xinliang Zhang Hangzhou He Yanye Lu VLM 92 0 0 20 Apr 2025
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images Yihang Liu Lianghua He Y. Wen Longzhen Yang Hongzhou Chen MedIm 79 0 0 15 Apr 2025
Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization Lin Zhu Yifeng Yang Zichao Nie Yuan Gao VLM 47 0 0 13 Apr 2025
Evolved Hierarchical Masking for Self-Supervised Learning Zhanzhou Feng Shiliang Zhang 75 0 0 12 Apr 2025
Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding Ganxi Xu Jinyi Long Hanrui Wu 73 0 0 12 Apr 2025
Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations Mahshad Lotfinia Arash Tayebiarasteh Samaneh Samiei Mehdi Joodaki Soroosh Tayebi Arasteh 50 0 0 11 Apr 2025
On Model and Data Scaling for Skeleton-based Self-Supervised Gait Recognition Adrian Cosma Andy Catruna Emilian Radoi 64 0 0 10 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 121 0 0 10 Apr 2025
Towards Generalizability to Tone and Content Variations in the Transcription of Amplifier Rendered Electric Guitar Audio Yu-Hua Chen Yuan-Chiao Cheng Yen-Tung Yeh Jui-Te Wu J. Jang Yi-Hsuan Yang 50 0 0 10 Apr 2025
Enhancing Time Series Forecasting via Multi-Level Text Alignment with LLMs Taibiao Zhao Xiaobing Chen Mingxuan Sun AI4TS 55 0 0 10 Apr 2025
On the Importance of Conditioning for Privacy-Preserving Data Augmentation Julian Lorenz K. Ludwig Valentin Haug Rainer Lienhart DiffM 55 0 0 08 Apr 2025
Dual Consistent Constraint via Disentangled Consistency and Complementarity for Multi-view Clustering Bo Li Jing Yun 59 0 0 07 Apr 2025
Variational Self-Supervised Learning Mehmet Can Yavuz Berrin Yanikoglu SSL 147 0 0 06 Apr 2025
MInCo: Mitigating Information Conflicts in Distracted Visual Model-based Reinforcement Learning Shiguang Sun Hanbo Zhang Zeyang Liu Xinrui Yang Lipeng Wan Bing Yan Xingyu Chen Xuguang Lan 108 0 0 05 Apr 2025