Contrastive Learning with Hard Negative Samples

9 October 2020

Papers citing "Contrastive Learning with Hard Negative Samples"

50 / 443 papers shown

Title
Negative Metric Learning for Graphs Yiyang Zhao Chengpei Wu Lilin Zhang Ning Yang 14 0 0 15 May 2025
Image Classification Using a Diffusion Model as a Pre-Training Model Kosuke Ukita Ye Xiaolong Tsuyoshi Okita DiffM MedIm VLM 31 0 0 11 May 2025
Weakly Supervised Temporal Sentence Grounding via Positive Sample Mining Lu Dong H. Zhang Hongjie Zhang Y. Huang Z. Ling Yu Qiao Limin Wang Y. Wang AI4TS 26 0 0 10 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 22 0 0 04 May 2025
Semantic-Aware Contrastive Fine-Tuning: Boosting Multimodal Malware Classification with Discriminative Embeddings Ivan Montoya Sanchez Shaswata Mitra Aritran Piplai Sudip Mittal 44 0 0 25 Apr 2025
Augmented Relevance Datasets with Fine-Tuned Small LLMs Quentin Fitte-Rey Matyas Amrouche Romain Deveaud 34 0 0 14 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 32 0 0 05 Apr 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 61 0 0 18 Mar 2025
Dynamic Relation Inference via Verb Embeddings Omri Suissa Muhiim Ali Ariana Azarbal Hui Shen Shekhar Pradhan 41 0 0 17 Mar 2025
Variational Bayesian Personalized Ranking Bin Liu Xiaohong Liu Q. Luo Ziqiao Shang Jielei Chu Lin Ma Zhaoyu Li Fei Teng Guangtao Zhai Tianrui Li 50 0 0 14 Mar 2025
RankPO: Preference Optimization for Job-Talent Matching Y. Zhang M. Wang Yu Wang Xiaohui Wang 46 0 0 13 Mar 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Zihao Chen H. Handa Miho Ohsaki Kimiaki Shirahama 57 0 0 12 Mar 2025
From Motion Signals to Insights: A Unified Framework for Student Behavior Analysis and Feedback in Physical Education Classes Xian Gao Jiacheng Ruan Jingsheng Gao Mingye Xie Zongyun Zhang Ting Liu Yuzhuo Fu 41 0 0 09 Mar 2025
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages Hao Xu Tengfei Xue Dongnan Liu Yuqian Chen Fan Zhang C. Westin Ron Kikinis L. O’Donnell Weidong Cai 41 0 0 09 Mar 2025
Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions Chan hur Jeong-hun Hong Dong-hun Lee Dabin Kang Semin Myeong Sang-hyo Park Hyeyoung Park 58 0 0 07 Mar 2025
Catheter Detection and Segmentation in X-ray Images via Multi-task Learning Lin Xi Yingliang Ma Ethan Koland Sandra Howell Aldo Rinaldi Kawal S. Rhode 64 0 0 04 Mar 2025
SuperRAG: Beyond RAG with Layout-Aware Graph Modeling Jeff Yang Duy-Khanh Vu Minh-Tien Nguyen Xuan-Quang Nguyen Linh Nguyen H. Le 3DV 68 0 0 28 Feb 2025
Your contrastive learning problem is secretly a distribution alignment problem Zihao Chen Chi-Heng Lin Ran Liu Jingyun Xiao Eva L. Dyer 65 1 0 27 Feb 2025
Incremental Learning with Repetition via Pseudo-Feature Projection Benedikt Tscheschner Eduardo Veas Marc Masana CLL 39 0 0 27 Feb 2025
ELIP: Enhanced Visual-Language Foundation Models for Image Retrieval Guanqi Zhan Yuanpei Liu Kai Han Weidi Xie Andrew Zisserman VLM 147 0 0 21 Feb 2025
NExtLong: Toward Effective Long-Context Training without Long Documents Chaochen Gao Xing Wu Zijia Lin Debing Zhang Songlin Hu SyDa 66 1 0 22 Jan 2025
Understanding Difficult-to-learn Examples in Contrastive Learning: A Theoretical Framework for Spectral Contrastive Learning Yi-Ge Zhang Jingyi Cui Qiran Li Yisen Wang SSL 41 0 0 03 Jan 2025
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs Xin Zhang Yanzhao Zhang Wen Xie Mingxin Li Ziqi Dai Dingkun Long Pengjun Xie Meishan Zhang Wenjie Li M. Zhang 116 7 0 22 Dec 2024
MST-R: Multi-Stage Tuning for Retrieval Systems and Metric Evaluation Yash Malviya Karan Dhingra Maneesh Singh 72 0 0 13 Dec 2024
Harnessing Preference Optimisation in Protein LMs for Hit Maturation in Cell Therapy Katarzyna Janocha Annabel Ling Alice Godson Yulia Lampi Simon Bornschein Nils Y. Hammerla 67 2 0 02 Dec 2024
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective Jiangmeng Li Zehua Zang Qirui Ji Chuxiong Sun Wenwen Qiang Junge Zhang Changwen Zheng Fuchun Sun Hui Xiong SSL 64 0 0 30 Nov 2024
Utilizing the Mean Teacher with Supcontrast Loss for Wafer Pattern Recognition Qiyu Wei Xun Xu Zeng Zeng Xulei Yang 60 0 0 27 Nov 2024
From Exploration to Revelation: Detecting Dark Patterns in Mobile Apps Jieshan Chen Zhen Wang Jiamou Sun Wenbo Zou Zhenchang Xing Qinghua Lu Qing Huang Xiwei Xu 69 1 0 27 Nov 2024
Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical Domain Hangyul Yoon Doohyuk Jang JungEun Kim Eunho Yang VLM MedIm 70 1 0 25 Nov 2024
Navigating the Effect of Parametrization for Dimensionality Reduction Haiyang Huang Yingfan Wang Cynthia Rudin 79 1 0 24 Nov 2024
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives Maitreya Patel Abhiram Kusumba Sheng Cheng Changhoon Kim Tejas Gokhale Chitta Baral Yezhou Yang CoGe CLIP 50 7 0 04 Nov 2024
HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms Kiran Kokilepersaud Seulgi Kim M. Prabhushankar Ghassan AlRegib 31 0 0 30 Oct 2024
ISImed: A Framework for Self-Supervised Learning using Intrinsic Spatial Information in Medical Images Nabil Jabareen Dongsheng Yuan Sören Lukassen SSL 14 0 0 22 Oct 2024
A Survey of Conversational Search Fengran Mo Kelong Mao Ziliang Zhao Hongjin Qian Haonan Chen Yiruo Cheng X. Li Y. X. Zhu Zhicheng Dou Jian-Yun Nie KELM 32 3 0 21 Oct 2024
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning Guibin Zhang Haonan Dong Yuchen Zhang Zhixun Li Dingshuo Chen Kai Wang Tianlong Chen Yuxuan Liang Dawei Cheng Kun Wang 32 3 0 17 Oct 2024
Beyond Coarse-Grained Matching in Video-Text Retrieval Aozhu Chen Hazel Doughty Xirong Li Cees G. M. Snoek 32 0 0 16 Oct 2024
Enhance Graph Alignment for Large Language Models Haitong Luo Xuying Meng Suhang Wang Tianxiang Zhao Fali Wang Hanyun Cao Yujun Zhang 131 1 0 15 Oct 2024
Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning Dongjoon Lee Hyeryn Park Changhee Lee 23 0 0 15 Oct 2024
LVD-2M: A Long-take Video Dataset with Temporally Dense Captions Tianwei Xiong Yuqing Wang Daquan Zhou Zhijie Lin Jiashi Feng Xihui Liu VGen 28 7 0 14 Oct 2024
Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal Annotation Zehua Cheng Di Yuan Thomas Lukasiewicz 26 0 0 14 Oct 2024
StatioCL: Contrastive Learning for Time Series via Non-Stationary and Temporal Contrast Yu Wu Ting Dang Dimitris Spathis Hong Jia Cecilia Mascolo AI4TS 23 1 0 14 Oct 2024
LaB-CL: Localized and Balanced Contrastive Learning for improving parking slot detection U Jin Jeong Sumin Roh Il Yong Chun 19 0 0 10 Oct 2024
Evolutionary Contrastive Distillation for Language Model Alignment Julian Katz-Samuels Zheng Li Hyokun Yun Priyanka Nigam Yi Xu Vaclav Petricek Bing Yin Trishul M. Chilimbi ALM SyDa 26 0 0 10 Oct 2024
BEVLoc: Cross-View Localization and Matching via Birds-Eye-View Synthesis Christopher Klammer Michael Kaess 25 0 0 08 Oct 2024
Contrastive Learning to Improve Retrieval for Real-world Fact Checking Aniruddh Sriram Fangyuan Xu Eunsol Choi Greg Durrett 19 1 0 07 Oct 2024
Contextual Document Embeddings John X. Morris Alexander M. Rush 19 7 0 03 Oct 2024
Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-Training of Deep Networks S. Joshi Jiayi Ni Baharan Mirzasoleiman DD 67 2 0 03 Oct 2024
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao MedIm VLM 41 6 0 28 Sep 2024
A Survey of Spatio-Temporal EEG data Analysis: from Models to Applications Pengfei Wang Huanran Zheng Silong Dai Yiqiao Wang Xiaotian Gu Yuanbin Wu Xiaoling Wang SyDa AI4TS 45 3 0 26 Sep 2024
Reducing and Exploiting Data Augmentation Noise through Meta Reweighting Contrastive Learning for Text Classification Guanyi Mou Yichuan Li Kyumin Lee 26 3 0 26 Sep 2024