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contrastive learning

4032 papers

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Also known as

CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

Vision-Language Modelling For Radiological Imaging and Reports In The Low Data Regime MIDL 2023
DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification MIDL 2023
MEDIMP: 3D Medical Images and clinical Prompts for renal transplant representation learning MIDL 2023
BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning ACML 2023
Task-Oriented Koopman-Based Control with Contrastive Encoder CORL 2023
Contrastive Value Learning: Implicit Models for Simple Offline RL CORL 2023
A Data-Efficient Visual-Audio Representation with Intuitive Fine-tuning for Voice-Controlled Robots CORL 2023
Polybot: Training One Policy Across Robots While Embracing Variability CORL 2023
InfoNCE Loss Provably Learns Cluster-Preserving Representations COLT 2023
Language-Driven Representation Learning for Robotics RSS 2023
ECNU_MIV at SemEval-2023 Task 1: CTIM - Contrastive Text-Image Model for Multilingual Visual Word Sense Disambiguation SEMEVAL 2023
Zhegu at SemEval-2023 Task 9: Exponential Penalty Mean Squared Loss for Multilingual Tweet Intimacy Analysis SEMEVAL 2023
SUTNLP at SemEval-2023 Task 10: RLAT-Transformer for explainable online sexism detection SEMEVAL 2023
TAM of SCNU at SemEval-2023 Task 1: FCLL: A Fine-grained Contrastive Language-Image Learning Model for Cross-language Visual Word Sense Disambiguation SEMEVAL 2023
YNU-HPCC at SemEval-2023 Task7: Multi-evidence Natural Language Inference for Clinical Trial Data Based a BioBERT Model SEMEVAL 2023
mCPT at SemEval-2023 Task 3: Multilingual Label-Aware Contrastive Pre-Training of Transformers for Few- and Zero-shot Framing Detection SEMEVAL 2023
Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining EACL 2023
Unified Neural Topic Model via Contrastive Learning and Term Weighting EACL 2023
Don’t Mess with Mister-in-Between: Improved Negative Search for Knowledge Graph Completion EACL 2023
CLICK: Contrastive Learning for Injecting Contextual Knowledge to Conversational Recommender System EACL 2023
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders EACL 2023
Closed-book Question Generation via Contrastive Learning EACL 2023
Triple-Hybrid Energy-based Model Makes Better Calibrated Natural Language Understanding Models EACL 2023
Incorporating Task-Specific Concept Knowledge into Script Learning EACL 2023
Detecting Contextomized Quotes in News Headlines by Contrastive Learning EACL 2023