Supervised Contrastive Learning

23 April 2020

Papers citing "Supervised Contrastive Learning"

50 / 766 papers shown

Title
Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation Jiawen Xu O. Kao Margret Keuper 2 0 0 19 May 2025
DFA-CON: A Contrastive Learning Approach for Detecting Copyright Infringement in DeepFake Art Haroon Wahab Hassan Ugail Irfan Mehmood AAML 34 0 0 13 May 2025
Few-shot Novel Category Discovery Chunming Li Shidong Wang Haofeng Zhang 31 0 0 13 May 2025
Symbolic Rule Extraction from Attention-Guided Sparse Representations in Vision Transformers Parth Padalkar Gopal Gupta 31 0 0 10 May 2025
Rethinking Graph Contrastive Learning through Relative Similarity Preservation Zhiyuan Ning Pengfei Wang Ziyue Qiao Pengyang Wang Yuanchun Zhou 158 0 0 08 May 2025
VaCDA: Variational Contrastive Alignment-based Scalable Human Activity Recognition Soham Khisa Avijoy Chakma 51 0 0 08 May 2025
Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation Abdulaziz Almuzairee Rohan Patil Dwait Bhatt Henrik I. Christensen 34 0 0 07 May 2025
Soft Reasoning Paths for Knowledge Graph Completion Yanning Hou Sihang Zhou Ke Liang Lingyuan Meng Xiaoshu Chen K. Xu Siwei Wang Xinwang Liu Jian Huang 29 0 0 06 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 153 0 0 05 May 2025
Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments Anushiya Arunan Yan Qin Xiaoli Li Yuen Chau AI4TS 30 0 0 03 May 2025
ReLI: A Language-Agnostic Approach to Human-Robot Interaction Linus Nwankwo Bjoern Ellensohn Ozan Özdenizci Elmar Rueckert LM&Ro 58 0 0 03 May 2025
Fine Grain Classification: Connecting Meta using Cross-Contrastive pre-training Sumit Mamtani Yash Thesia 26 0 0 29 Apr 2025
Labeling Case Similarity based on Co-Citation of Legal Articles in Judgment Documents with Empirical Dispute-Based Evaluation Chao-Lin Liu Po-Hsien Wu Yi-Ting Yu AILaw 56 0 0 29 Apr 2025
Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical Prior Lin Che Yizi Chen Tanhua Jin Martin Raubal Konrad Schindler Peter Kiefer 31 0 0 24 Apr 2025
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss D. Pitawela Gustavo Carneiro Hsiang-Ting Chen 53 0 0 22 Apr 2025
Post-Hurricane Debris Segmentation Using Fine-Tuned Foundational Vision Models Kooshan Amini Yuhao Liu Jamie Ellen Padgett Guha Balakrishnan Ashok Veeraraghavan 33 0 0 17 Apr 2025
TimeCapsule: Solving the Jigsaw Puzzle of Long-Term Time Series Forecasting with Compressed Predictive Representations Yihang Lu Yangyang Xu Qitao Qing Xianwei Meng AI4TS 49 0 0 17 Apr 2025
The Others: Naturally Isolating Out-of-Distribution Samples for Robust Open-Set Semi-Supervised Learning You Rim Choi Subeom Park Seojun Heo Eunchung Noh Hyung-Sin Kim OODD 49 0 0 17 Apr 2025
ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning Siyang Song David Chen Thomas Statchen Michael C. Burkhart Nipun Bhandari Bashar Ramadan Brett Beaulieu-Jones 37 1 0 11 Apr 2025
A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text? Julio Silva-Rodríguez Jose Dolz Ismail ben Ayed VLM MedIm 38 0 0 07 Apr 2025
MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation Rayan Merghani Ahmed Adnan Iltaf Mohamed Elmanna Gang Zhao Hongliang Li Yue Du Bin Li Shoujun Zhou 134 0 0 07 Apr 2025
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions Shengrui XU Tianchi Lu Zikun Wang Jixiu Zhai 32 0 0 03 Apr 2025
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery Shijie Ma Fei Zhu Xu-Yao Zhang Cheng-Lin Liu 37 1 0 02 Apr 2025
Artificial Intelligence and Deep Learning Algorithms for Epigenetic Sequence Analysis: A Review for Epigeneticists and AI Experts Muhammad Tahir Mahboobeh Norouzi Shehroz S. Khan James Davie Soichiro Yamanaka A. Ashraf 35 1 0 01 Apr 2025
LOCO-EPI: Leave-one-chromosome-out (LOCO) as a benchmarking paradigm for deep learning based prediction of enhancer-promoter interactions Muhammad Tahir Shehroz S. Khan James Davie Soichiro Yamanaka A. Ashraf 53 1 0 01 Apr 2025
Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data Lilin Zhang Chengpei Wu Ning Yang 39 0 0 14 Mar 2025
A Siamese Network to Detect If Two Iris Images Are Monozygotic Yongle Yuan Kevin W. Bowyer 58 0 0 12 Mar 2025
Robust Asymmetric Heterogeneous Federated Learning with Corrupted Clients Xiuwen Fang Mang Ye Bo Du FedML 74 1 0 12 Mar 2025
DyArtbank: Diverse Artistic Style Transfer via Pre-trained Stable Diffusion and Dynamic Style Prompt Artbank Zhanjie Zhang Quanwei Zhang Guangyuan Li Junsheng Luan Mengyuan Yang Yun Wang Lei Zhao DiffM 60 3 0 11 Mar 2025
SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models Nadarasar Bahavan Sachith Seneviratne Saman K. Halgamuge BDL 45 0 0 11 Mar 2025
PersonaBooth: Personalized Text-to-Motion Generation Boeun Kim Hea In Jeong JungHoon Sung Yihua Cheng Jeongmin Lee ... Sang-Il Choi Younggeun Choi Saim Shin Jungho Kim Hyung Jin Chang DiffM VGen 70 0 0 10 Mar 2025
OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images Ziyue Huang Yongchao Feng Shuai Yang Ziqiang Liu Qingjie Liu Yue Wang ObjD 172 0 0 08 Mar 2025
WeakSupCon: Weakly Supervised Contrastive Learning for Encoder Pre-training Bodong Zhang Hamid Manoochehri Beatrice Knudsen Tolga Tasdizen SSL 73 0 0 06 Mar 2025
OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels Seunghun Baek Jaeyoon Sim Guorong Wu Won Hwa Kim MedIm 60 1 0 03 Mar 2025
SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic Communications Weiqi Wang Zhiyi Tian Chenhan Zhang Shui Yu MU 78 1 0 27 Feb 2025
Sensor-Invariant Tactile Representation Harsh Gupta Yuchen Mo Shengmiao Jin Wenzhen Yuan 67 2 0 27 Feb 2025
Shh, don't say that! Domain Certification in LLMs Cornelius Emde Alasdair Paren Preetham Arvind Maxime Kayser Tom Rainforth Thomas Lukasiewicz Guohao Li Philip Torr Adel Bibi 53 1 0 26 Feb 2025
Universal Embedding Function for Traffic Classification via QUIC Domain Recognition Pretraining: A Transfer Learning Success Jan Luxemburk Karel Hynek Richard Plný T. Čejka 49 0 0 18 Feb 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 158 1 0 08 Feb 2025
Adaptive Margin Contrastive Learning for Ambiguity-aware 3D Semantic Segmentation Yang Chen Yueqi Duan Runzhong Zhang Yap-Peng Tan 3DPC 153 2 0 06 Feb 2025
Multi-level Supervised Contrastive Learning Naghmeh Ghanooni Barbod Pajoum Harshit Rawal Sophie Fellenz Vo Nguyen Le Duy Marius Kloft 86 0 0 04 Feb 2025
Mask-informed Deep Contrastive Incomplete Multi-view Clustering Zhenglai Li Yuqi Shi Xiao He Chang-Fu Tang 79 0 0 04 Feb 2025
Improving Multi-Label Contrastive Learning by Leveraging Label Distribution Ning Chen Shen-Huan Lyu Tian-Shuang Wu Yanyan Wang Bin Tang 60 0 0 31 Jan 2025
DFCon: Attention-Driven Supervised Contrastive Learning for Robust Deepfake Detection MD Sadik Hossain Shanto Mahir Labib Dihan Souvik Ghosh Riad Ahmed Anonto Hafijul Hoque Chowdhury ... Rakib Ahsan Md Tanvir Hassan MD Roqunuzzaman Sojib Sheikh Azizul Hakim M. Saifur Rahman CVBM 71 0 0 28 Jan 2025
CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item Detectors Mingyuan Li Tong Jia Hui Lu Bowen Ma Hao Wang Dongyue Chen 77 0 0 28 Jan 2025
Bridging Contrastive Learning and Domain Adaptation: Theoretical Perspective and Practical Application Gonzalo Iñaki Quintana Laurence Vancamberg Vincent Jugnon Agnès Desolneux Mathilde Mougeot MedIm 54 1 0 28 Jan 2025
Multi-Tiered Self-Contrastive Learning for Medical Microwave Radiometry (MWR) Breast Cancer Detection C. Galazis Huiyi Wu Igor Goryanin 56 0 0 28 Jan 2025
Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks Ziwei Liu Qi Zhang Lifu Gao 34 0 0 28 Jan 2025
Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos Yanlai Yang Mengye Ren 186 0 0 21 Jan 2025
Contrastive Masked Autoencoders for Character-Level Open-Set Writer Identification Xiaowei Jiang Wenhao Ma Yiqun Duan T. Do Chin-Teng Lin 36 0 0 21 Jan 2025