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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

Learning the Visualness of Text Using Large Vision-Language Models EMNLP 2023
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling EMNLP 2023
Granularity Matters: Pathological Graph-driven Cross-modal Alignment for Brain CT Report Generation EMNLP 2023
OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding EMNLP 2023
StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure EMNLP 2023
Anchoring Fine-tuning of Sentence Transformer with Semantic Label Information for Efficient Truly Few-shot Classification EMNLP 2023
Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs EMNLP 2023
Rethinking Negative Pairs in Code Search EMNLP 2023
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding EMNLP 2023
Fine-grained Medical Vision-Language Representation Learning for Radiology Report Generation EMNLP 2023
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learning EMNLP 2023
ALCAP: Alignment-Augmented Music Captioner EMNLP 2023
Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction EMNLP 2023
KnowTellConvince at ArAIEval Shared Task: Disinformation and Persuasion Detection in Arabic using Similar and Contrastive Representation Alignment EMNLP 2023
Alex-U 2023 NLP at WojoodNER shared task: AraBINDER (Bi-encoder for Arabic Named Entity Recognition) EMNLP 2023
Graph Sampling-based Meta-Learning for Molecular Property Prediction IJCAI 2023
Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors EMNLP 2023
CLIP2Scene: Towards Label-Efficient 3D Scene Understanding by CLIP CVPR 2023
SliceMatch: Geometry-Guided Aggregation for Cross-View Pose Estimation CVPR 2023
CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation CVPR 2023
Contrastive Grouping With Transformer for Referring Image Segmentation CVPR 2023
iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition CVPR 2023
Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning CVPR 2023
Scaling Language-Image Pre-Training via Masking CVPR 2023
Vita-CLIP: Video and Text Adaptive CLIP via Multimodal Prompting CVPR 2023