Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

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Title
SP $^2$ OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering Chuyu Zhang Hui Ren Xuming He OT 88 1 0 01 Jul 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 257 1 0 01 Jul 2025
Bridging Brain with Foundation Models through Self-Supervised Learning Hamdi Altaheri Fakhri Karray Md. Milon Islam S M Taslim Uddin Raju Amir-Hossein Karimi 25 0 0 19 Jun 2025
Exploring Non-contrastive Self-supervised Representation Learning for Image-based Profiling Siran Dai Qianqian Xu Peisong Wen Yang Liu Qingming Huang 22 0 0 17 Jun 2025
Uncertainty Awareness Enables Efficient Labeling for Cancer Subtyping in Digital Pathology Nirhoshan Sivaroopan Chamuditha Jayanga Galappaththige Chalani Ekanayake Hasindri Watawana Ranga Rodrigo Chamira U. S. Edussooriya D. Wadduwage 18 0 0 13 Jun 2025
Dynamic Sparse Training of Diagonally Sparse Networks Abhishek Tyagi Arjun Iyer William H Renninger Christopher Kanan Yuhao Zhu 12 0 0 13 Jun 2025
OmniDRCA: Parallel Speech-Text Foundation Model via Dual-Resolution Speech Representations and Contrastive Alignment Chao-Hong Tan Qian Chen Wen Wang Chong Deng Qinglin Zhang ... Yukun Ma Yafeng Chen Hui Wang Jiaqing Liu Jieping Ye AuLLM 79 0 0 11 Jun 2025
EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks Athinoulla Konstantinou Georgios Leontidis Mamatha Thota A. Durrant 3DPC 79 0 0 11 Jun 2025
On the Similarities of Embeddings in Contrastive Learning Chungpa Lee Sehee Lim Kibok Lee Jy-yong Sohn SSL 81 0 0 11 Jun 2025
Data-Efficient Challenges in Visual Inductive Priors: A Retrospective Robert-Jan Bruintjes A. Lengyel O. Kayhan Davide Zambrano Nergis Tomen Hadi Jamali Rad Jan van Gemert VLM 31 0 0 10 Jun 2025
Diffuse and Disperse: Image Generation with Representation Regularization Runqian Wang Kaiming He DiffM 48 0 0 10 Jun 2025
PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies Mojtaba Nafez Amirhossein Koochakian Arad Maleki Jafar Habibi M. Rohban AAML 36 0 0 10 Jun 2025
scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data Olga Ovcharenko Florian Barkmann Philip Toma Imant Daunhawer Julia E. Vogt Sebastian Schelter Valentina Boeva 18 0 0 10 Jun 2025
Multiple Object Stitching for Unsupervised Representation Learning Chengchao Shen Dawei Liu Jianxin Wang OCL SSL 19 0 0 09 Jun 2025
Enhancing Large Language Models for Mobility Analytics with Semantic Location Tokenization Yile Chen Yicheng Tao Yue Jiang Shuai Liu Han Yu Gao Cong 26 0 0 08 Jun 2025
Exploring Visual Prompting: Robustness Inheritance and Beyond Qi Li Liangzhi Li Zhouqiang Jiang Bowen Wang Keke Tang VPVLM VLM 25 0 0 07 Jun 2025
QualitEye: Public and Privacy-preserving Gaze Data Quality Verification Mayar Elfares Pascal Reisert Ralf Küsters Andreas Bulling 49 0 0 06 Jun 2025
When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive Learning Ruining Sun Hongsheng Hu Wei Luo Zhaoxi Zhang Yanjun Zhang Haizhuan Yuan Leo Yu Zhang MIACV AAML 60 0 0 06 Jun 2025
Rethinking Semi-supervised Segmentation Beyond Accuracy: Reliability and Robustness S. Landgraf Markus Hillemann Markus Ulrich UQCV 62 0 0 06 Jun 2025
FRAME: Pre-Training Video Feature Representations via Anticipation and Memory Sethuraman TV Savya Khosla Vignesh Srinivasakumar Jiahui Huang Seoung Wug Oh Simon Jenni Derek Hoiem Joon-Young Lee 39 0 0 05 Jun 2025
Self-supervised One-Stage Learning for RF-based Multi-Person Pose Estimation Seunghwan Shin Yusung Kim 35 0 0 05 Jun 2025
ConMamba: Contrastive Vision Mamba for Plant Disease Detection Abdullah Al Mamun Miaohua Zhang David Ahmedt-Aristizabal Zeeshan Hayder Mohammad Awrangjeb Mamba 16 0 0 03 Jun 2025
Simple, Good, Fast: Self-Supervised World Models Free of Baggage Jan Robine Marc Höftmann Stefan Harmeling DRL OCL 63 1 0 03 Jun 2025
Aligned Contrastive Loss for Long-Tailed Recognition Jiali Ma Jiequan Cui Maeno Kazuki Lakshmi Subramanian Karlekar Jayashree Sugiri Pranata Hanwang Zhang 34 0 0 01 Jun 2025
anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding Haitao Li Ziyu Li Yiheng Mao Ziyi Liu Zhoujian Sun Zhengxing Huang 37 0 0 01 Jun 2025
PCoreSet: Effective Active Learning through Knowledge Distillation from Vision-Language Models Seongjae Kang Dong Bok Lee Hyungjoon Jang Dongseop Kim Sung Ju Hwang VLM 47 0 0 01 Jun 2025
CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries Ni Mu Hao Hu Xiao Hu Yiqin Yang Bo Xu Qing-Shan Jia 40 0 0 31 May 2025
Diversify and Conquer: Open-set Disagreement for Robust Semi-supervised Learning with Outliers Heejo Kong Sung-Jin Kim Gunho Jung Seong-Whan Lee 35 0 0 30 May 2025
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 52 3 0 30 May 2025
A Mathematical Perspective On Contrastive Learning Ricardo Baptista Andrew Stuart S. D. Tran 20 0 0 30 May 2025
Spatio-Temporal Joint Density Driven Learning for Skeleton-Based Action Recognition Shanaka Ramesh Gunasekara Wanqing Li P. Ogunbona Jack Yang 29 0 0 29 May 2025
FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification Tian Tian Chunyan Miao Hangwei Qian AI4TS 21 0 0 29 May 2025
An Augmentation-Aware Theory for Self-Supervised Contrastive Learning Jingyi Cui Hongwei Wen Yisen Wang SSL 24 0 0 28 May 2025
Information-Theoretic Complementary Prompts for Improved Continual Text Classification Duzhen Zhang Yong Ren Chenxing Li Dong Yu Tielin Zhang CLL VLM 110 0 0 27 May 2025
LookWhere? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision A. Fuller Yousef Yassin Junfeng Wen Daniel G. Kyrollos Tarek Ibrahim James R. Green Evan Shelhamer ViT 187 0 0 23 May 2025
Task-Optimized Convolutional Recurrent Networks Align with Tactile Processing in the Rodent Brain Trinity Chung Yuchen Shen Nathan C. L. Kong Aran Nayebi 215 0 0 23 May 2025
CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation Yuxuan Du Zhendong Wang Yuhao Luo Caiyong Piao Zhiyuan Yan Hao Li Li Yuan 169 0 0 21 May 2025
Utilizing Strategic Pre-training to Reduce Overfitting: Baguan -- A Pre-trained Weather Forecasting Model Peisong Niu Ziqing Ma Tian Zhou Weiqi Chen Lefei Shen Rong Jin Liang Sun AI4CE 45 0 0 20 May 2025
Collaborative Unlabeled Data Optimization Xinyi Shang Peng Sun Fengyuan Liu Tao Lin 78 0 0 20 May 2025
Self-Supervised Learning for Image Segmentation: A Comprehensive Survey Thangarajah Akilan Nusrat Jahan Wandong Zhang SSL 106 0 0 19 May 2025
AdaDim: Dimensionality Adaptation for SSL Representational Dynamics Kiran Kokilepersaud Mohit Prabhushankar Ghassan AlRegib 94 0 0 18 May 2025
Spectral-Spatial Self-Supervised Learning for Few-Shot Hyperspectral Image Classification Wenchen Chen Yanmei Zhang Zhongwei Xiao Jianping Chu Xingbo Wang 100 0 0 18 May 2025
Ditch the Denoiser: Emergence of Noise Robustness in Self-Supervised Learning from Data Curriculum Wenquan Lu Jiaqi Zhang Hugues Van Assel Randall Balestriero 116 0 0 18 May 2025
Fine-Grained ECG-Text Contrastive Learning via Waveform Understanding Enhancement Haitao Li Che Liu Zhengyao Ding Ziyi Liu Zhengxing Huang 56 1 0 17 May 2025
SECRET: Semi-supervised Clinical Trial Document Similarity Search Trisha Das Afrah Shafquat Beigi Mandis Jacob Aptekar Jimeng Sun 60 0 0 16 May 2025
Surgical Foundation Model Leveraging Compression and Entropy Maximization for Image-Guided Surgical Assistance Lianhao Yin O. Meireles Guy Rosman Daniela Rus 29 0 0 16 May 2025
GeoMM: On Geodesic Perspective for Multi-modal Learning Shibin Mei Hang Wang Bingbing Ni 74 0 0 16 May 2025
Deep Latent Variable Model based Vertical Federated Learning with Flexible Alignment and Labeling Scenarios Kihun Hong Sejun Park Ganguk Hwang FedML 106 0 0 16 May 2025
DDAE++: Enhancing Diffusion Models Towards Unified Generative and Discriminative Learning Weilai Xiang Hongyu Yang Di Huang Yunhong Wang 122 0 0 16 May 2025
Joint Low-level and High-level Textual Representation Learning with Multiple Masking Strategies Zhengmi Tang Yuto Mitsui Tomo Miyazaki S. Omachi 89 0 0 11 May 2025