Understanding the Behaviour of Contrastive Loss

15 December 2020

Papers citing "Understanding the Behaviour of Contrastive Loss"

50 / 308 papers shown

Title
Analytical Softmax Temperature Setting from Feature Dimensions for Model- and Domain-Robust Classification Tatsuhito Hasegawa Shunsuke Sakai 38 0 0 22 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
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions Shengrui XU Tianchi Lu Zikun Wang Jixiu Zhai 32 0 0 03 Apr 2025
CIBR: Cross-modal Information Bottleneck Regularization for Robust CLIP Generalization Yingrui Ji Xi Xiao Gaofei Chen Hao Xu Chenrui Ma Lijing Zhu Aokun Liang Jiansheng Chen VLM 48 0 0 31 Mar 2025
A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli Pengyu Liu Guohua Dong D. Guo Kun Li Fengling Li Xun Yang Meng Wang Xiaomin Ying AI4CE 41 0 0 20 Mar 2025
ReSi: A Comprehensive Benchmark for Representational Similarity Measures Max Klabunde Tassilo Wald Tobias Schumacher Klaus H. Maier-Hein Markus Strohmaier Adriana Iamnitchi AI4TS VLM 76 5 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 59 0 0 12 Mar 2025
Cross-Lingual IPA Contrastive Learning for Zero-Shot NER Jimin Sohn David R. Mortensen 47 0 0 10 Mar 2025
INTENT: Trajectory Prediction Framework with Intention-Guided Contrastive Clustering Yihong Tang Wei-Ying Ma 43 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 57 1 0 03 Mar 2025
Exploring the Impact of Temperature Scaling in Softmax for Classification and Adversarial Robustness Hao Xuan Bokai Yang Xingyu Li AAML 44 1 0 28 Feb 2025
Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning Minbo Ma Kai Tang Huan Li Fei Teng Dalin Zhang Tianrui Li AI4TS 44 0 0 24 Feb 2025
ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems Haibo Xing Kanefumi Matsuyama Hao Deng Jinxin Hu Yu Zhang Xiaoyi Zeng 38 0 0 22 Feb 2025
DiffEx: Explaining a Classifier with Diffusion Models to Identify Microscopic Cellular Variations Anis Bourou Saranga Kingkor Mahanta Thomas Boyer Valérie Mezger Auguste Genovesio MedIm 57 0 0 12 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
Generating Negative Samples for Multi-Modal Recommendation Yanbiao Ji Yue Ding Dan Luo Chang Liu Jing Tong Shaokai Wu Hongtao Lu 31 0 0 25 Jan 2025
Balanced Multi-view Clustering Zhenglai Li Jun Wang Chang-Fu Tang Xinzhong Zhu Wei Zhang Xinwang Liu 74 0 0 05 Jan 2025
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models Yifan Zhang Junhui Hou 66 1 0 03 Jan 2025
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation Q. Liu Zhaopeng Qiu Xiangyu Zhao X. Wu Zijian Zhang Tong Bill Xu Feng Tian 34 0 0 31 Dec 2024
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context Jing Wang Wonho Bae Jiahong Chen Kuangen Zhang Leonid Sigal C. D. Silva 108 1 0 18 Dec 2024
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images Andreas Koukounas Georgios Mastrapas Bo Wang Mohammad Kalim Akram Sedigheh Eslami Michael Gunther Isabelle Mohr Saba Sturua Scott Martens Nan Wang VLM 103 7 0 11 Dec 2024
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations Niall McGuire Yashar Moshfeghi 29 0 0 09 Dec 2024
Utilizing the Mean Teacher with Supcontrast Loss for Wafer Pattern Recognition Qiyu Wei Xun Xu Zeng Zeng Xulei Yang 65 0 0 27 Nov 2024
Scalable Deep Metric Learning on Attributed Graphs Xiang Li G. Agrawal R. Jin R. Ramnath 69 0 0 20 Nov 2024
Generalizable Person Re-identification via Balancing Alignment and Uniformity Y. Cho JaeYoon Kim Woo Jae Kim Junsik Jung Sung-eui Yoon CVBM OOD 80 0 0 18 Nov 2024
Deep Loss Convexification for Learning Iterative Models Ziming Zhang Yuping Shao Yiqing Zhang Fangzhou Lin Haichong K. Zhang Elke Rundensteiner 3DPC 36 0 0 16 Nov 2024
Dataset Awareness is not Enough: Implementing Sample-level Tail Encouragement in Long-tailed Self-supervised Learning Haowen Xiao Guanghui Liu Xinyi Gao Yang Li Fengmao Lv Jielei Chu 25 0 0 30 Oct 2024
Generalized Multimodal Fusion via Poisson-Nernst-Planck Equation Jiayu Xiong Jing Wang Hengjing Xiang Jun Xue Chen Xu Zhouqiang Jiang 25 0 0 20 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
Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning Dongjoon Lee Hyeryn Park Changhee Lee 23 0 0 15 Oct 2024
SurANet: Surrounding-Aware Network for Concealed Object Detection via Highly-Efficient Interactive Contrastive Learning Strategy Yuhan Kang Qingpeng Li Leyuan Fang Jian Zhao Xuelong Li 31 0 0 09 Oct 2024
SimO Loss: Anchor-Free Contrastive Loss for Fine-Grained Supervised Contrastive Learning Taha Bouhsine Imad El Aaroussi Atik Faysal Wang Huaxia 31 1 0 07 Oct 2024
Channel-aware Contrastive Conditional Diffusion for Multivariate Probabilistic Time Series Forecasting Siyang Li Yize Chen Hui Xiong DiffM AI4TS 28 0 0 03 Oct 2024
Large Language Model Empowered Embedding Generator for Sequential Recommendation Qidong Liu Xian Wu Wanyu Wang Yejing Wang Yuanshao Zhu Xiangyu Zhao Feng Tian Yefeng Zheng 32 4 0 30 Sep 2024
An Enhanced Federated Prototype Learning Method under Domain Shift Liang Kuang Kuangpu Guo Jian Liang Jianguo Zhang FedML 26 0 0 27 Sep 2024
LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots Peilin Wu Weiji Xie Jiahang Cao Hang Lai Weinan Zhang 21 1 0 26 Sep 2024
Leveraging Audio-Only Data for Text-Queried Target Sound Extraction Kohei Saijo Janek Ebbers François G. Germain Sameer Khurana G. Wichern Jonathan Le Roux 37 1 0 20 Sep 2024
INTRA: Interaction Relationship-aware Weakly Supervised Affordance Grounding Ji Ha Jang H. Seo Se Young Chun 37 2 0 10 Sep 2024
FedPCL-CDR: A Federated Prototype-based Contrastive Learning Framework for Privacy-Preserving Cross-domain Recommendation Li Wang Qiang Wu Min Xu 22 1 0 05 Sep 2024
Understanding Multimodal Hallucination with Parameter-Free Representation Alignment Yueqian Wang Jianxin Liang Yuxuan Wang Huishuai Zhang Dongyan Zhao 41 1 0 02 Sep 2024
EEG-Language Modeling for Pathology Detection Sam Gijsen Kerstin Ritter 41 0 0 02 Sep 2024
Image-to-Lidar Relational Distillation for Autonomous Driving Data Anas Mahmoud Ali Harakeh Steven Waslander 21 0 0 01 Sep 2024
WRIM-Net: Wide-Ranging Information Mining Network for Visible-Infrared Person Re-Identification Yonggan Wu Ling-Chao Meng Yuan Zichao Sixian Chan Hong-Qiang Wang 24 3 0 20 Aug 2024
Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation Qianhui Men Xiaoqing Guo A. Papageorghiou J. A. Noble 3DH MedIm 31 0 0 19 Aug 2024
End-to-end Semantic-centric Video-based Multimodal Affective Computing Ronghao Lin Ying Zeng Sijie Mai Haifeng Hu VGen 45 0 0 14 Aug 2024
A Survey of Deep Learning for Group-level Emotion Recognition Xiaohua Huang Jinke Xu Wenming Zheng Qirong Mao Abhinav Dhall 27 0 0 13 Aug 2024
Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail Yina He Lei Peng Yongcun Zhang Juanjuan Weng Zhiming Luo Shaozi Li OODD 34 0 0 13 Aug 2024
Boosting Adverse Weather Crowd Counting via Multi-queue Contrastive Learning Tianhang Pan Zhuoran Zheng 64 0 0 12 Aug 2024
Reliable Node Similarity Matrix Guided Contrastive Graph Clustering Yunhui Liu Xinyi Gao Tieke He Tao Zheng Jianhua Zhao Hongzhi Yin 36 6 0 07 Aug 2024