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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

A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP 2024
MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration NAACL 2024
X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects NAACL 2024
On Learning to Summarize with Large Language Models as References NAACL 2024
SKICSE: Sentence Knowable Information Prompted by LLMs Improves Contrastive Sentence Embeddings NAACL 2024
ContrastiveMix: Overcoming Code-Mixing Dilemma in Cross-Lingual Transfer for Information Retrieval NAACL 2024
Do Vision-Language Models Understand Compound Nouns? NAACL 2024
Trusting Your Evidence: Hallucinate Less with Context-aware Decoding NAACL 2024
Improving Multi-lingual Alignment Through Soft Contrastive Learning NAACL 2024
Incomplete Contrastive Multi-View Clustering with High-Confidence Guiding AAAI 2024
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning NAACL 2024
Matching Varying-Length Texts via Topic-Informed and Decoupled Sentence Embeddings NAACL 2024
UniMTS: Unified Pre-training for Motion Time Series NIPS 2024
D2LLM: Decomposed and Distilled Large Language Models for Semantic Search ACL 2024
Decoupled Contrastive Learning for Long-Tailed Recognition AAAI 2024
Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models INTERSPEECH 2024
Deciphering the Projection Head: Representation Evaluation Self-supervised Learning IJCAI 2024
Navigating Continual Test-time Adaptation with Symbiosis Knowledge IJCAI 2024
Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024
Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations AAAI 2024
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition AAAI 2024
Diffusion Language-Shapelets for Semi-supervised Time-Series Classification AAAI 2024
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies CVPR 2024
Contrastive Mean-Shift Learning for Generalized Category Discovery CVPR 2024
GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding CVPR 2024