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contrastive learning

4032 papers

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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

Synthetic Data is an Elegant GIFT for Continual Vision-Language Models CVPR 2025
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations AAAI 2025
CURE: Controlled Unlearning for Robust Embeddings — Mitigating Conceptual Shortcuts in Pre-Trained Language Models EMNLP 2025
SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion EMNLP 2025
MATCH: Task-Driven Code Evaluation through Contrastive Learning EMNLP 2025
NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings EMNLP 2025
On the Perception Bottleneck of VLMs for Chart Understanding EMNLP 2025
Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025
WAFFLE: Fine-tuning Multi-Modal Model for Automated Front-End Development ACL 2025
Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments ACL 2025
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models NAACL 2025
MaRI: Material Retrieval Integration across Domains CVPR 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025
Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data CVPR 2025
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025
UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition CVPR 2025
Viewpoint Rosetta Stone: Unlocking Unpaired Ego-Exo Videos for View-invariant Representation Learning CVPR 2025
Enhancing Multimodal Affective Analysis with Learned Live Comment Features AAAI 2025
Enhanced Motion-Text Alignment for Image-to-Video Transfer Learning CVPR 2024
PeVL: Pose-Enhanced Vision-Language Model for Fine-Grained Human Action Recognition CVPR 2024
Challenges at SemEval 2024 Task 7: Contrastive Learning Approach on Numeral-Aware Language Generation NAACL 2024
CaresAI at SemEval-2024 Task 2: Improving Natural Language Inference in Clinical Trial Data using Model Ensemble and Data Explanation NAACL 2024
Contrastive Feedback Mechanism for Simultaneous Speech Translation INTERSPEECH 2024
Enhancing Multimodal Compositional Reasoning of Visual Language Models With Generative Negative Mining WACV 2024
Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need AAAI 2024