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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

Proxyformer: Nyström-Based Linear Transformer with Trainable Proxy Tokens AAAI 2024
Collaborative Contrastive Learning for Hypothesis Domain Adaptation INTERSPEECH 2024
All Beings Are Equal in Open Set Recognition AAAI 2024
Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning AAAI 2024
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model AAAI 2024
Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models INTERSPEECH 2024
Contrastive Preference Learning for Neural Machine Translation NAACL 2024
Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search AAAI 2024
RPSC: Robust Pseudo-Labeling for Semantic Clustering AAAI 2024
AlexuNLP24 at AraFinNLP2024: Multi-Dialect Arabic Intent Detection with Contrastive Learning in Banking Domain ACL 2024
CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity NAACL 2024
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning NAACL 2024
Personalized Topic Selection Model for Topic-Grounded Dialogue ACL 2024
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding NAACL 2024
Zero-shot Cross-lingual Alignment for Embedding Initialization ACL 2024
Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection ACL 2024
Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ACL 2024
Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning ACL 2024
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models ACL 2024
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild ACL 2024
UFDA: Universal Federated Domain Adaptation with Practical Assumptions AAAI 2024
Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis NIPS 2024
Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype AAAI 2024
Decoupled Contrastive Multi-View Clustering with High-Order Random Walks AAAI 2024
CLIP-Guided Federated Learning on Heterogeneity and Long-Tailed Data AAAI 2024