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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

One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection NIPS 2024
Deep Submodular Peripteral Networks NIPS 2024
S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search NIPS 2024
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases NIPS 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments ACL 2024
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously NIPS 2024
HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification NAACL 2024
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings EMNLP 2024
DanceMVP: Self-Supervised Learning for Multi-Task Primitive-Based Dance Performance Assessment via Transformer Text Prompting AAAI 2024
SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning AAAI 2024
Nearest Neighbor Normalization Improves Multimodal Retrieval EMNLP 2024
Multichannel AV-wav2vec2: A Framework for Learning Multichannel Multi-Modal Speech Representation AAAI 2024
CAMEL: Capturing Metaphorical Alignment with Context Disentangling for Multimodal Emotion Recognition AAAI 2024
DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph AAAI 2024
Review-Enhanced Hierarchical Contrastive Learning for Recommendation AAAI 2024
Cross-Domain Contrastive Learning for Time Series Clustering AAAI 2024
Effective Comparative Prototype Hashing for Unsupervised Domain Adaptation AAAI 2024
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance AAAI 2024
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants NAACL 2024
Visually-Aware Context Modeling for News Image Captioning NAACL 2024
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations NAACL 2024
DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction NAACL 2024
Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors COLING 2024
Diffusion Based Counterfactual Augmentation for Dual Sentiment Classification COLING 2024
Team MGTD4ADL at SemEval-2024 Task 8: Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text NAACL 2024