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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

AmpleHate: Amplifying the Attention for Versatile Implicit Hate Detection EMNLP 2025
GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning AAAI 2025
Self-supervised Trusted Contrastive Multi-view Clustering with Uncertainty Refined AAAI 2025
iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025
Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection AAAI 2025
Robust Graph Based Social Recommendation Through Contrastive Multi-View Learning AAAI 2025
Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model AAAI 2025
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025
Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025
Multi-level Relevance Document Identifier Learning for Generative Retrieval ACL 2025
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction EMNLP 2025
SYNTHIA: Novel Concept Design with Affordance Composition ACL 2025
DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization AAAI 2025
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025
Generalized Class Discovery in Instance Segmentation AAAI 2025
SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery AAAI 2025
VQA-Augmented Machine Translation with Cross-Modal Contrastive Learning EMNLP 2025
On the Perception Bottleneck of VLMs for Chart Understanding EMNLP 2025
PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment IJCAI 2025
Multi-Pair Temporal Sentence Grounding via Multi-Thread Knowledge Transfer Network AAAI 2025
Dual Manifold Regularization Steered Robust Representation Learning for Point Cloud Analysis AAAI 2025
SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion EMNLP 2025
Consistency-Aware Padding for Incomplete Multi-Modal Alignment Clustering Based on Self-Repellent Greedy Anchor Search IJCAI 2025
DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding EMNLP 2025
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025