Contrastive Learning

Facilitating Multimodal Classification via Dynamically Learning Modality Gap NeurIPS 2024 FACL-Attack: Frequency-Aware Contrastive Learning for Transferable Adversarial Attacks AAAI 2024 FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding EMNLP 2024 FastFit: Fast and Effective Few-Shot Text Classification with a Multitude of Classes NAACL 2024 FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning CVPR 2024 Federated Generalized Category Discovery CVPR 2024 Federated Graph Learning under Domain Shift with Generalizable Prototypes AAAI 2024 FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning AAAI 2024 Few-Shot Semantic Dependency Parsing via Graph Contrastive Learning COLING 2024 FFF: Fixing Flawed Foundations in Contrastive Pre-Training Results in Very Strong Vision-Language Models CVPR 2024 FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding NeurIPS 2024 Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models NeurIPS 2024 Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery NeurIPS 2024 FOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models ACL 2024 Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection CVPR 2024 FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects CVPR 2024 Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024 From Pixels to Metal: AI-Empowered Numismatic Art IJCAI 2024 FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features NeurIPS 2024 GECSum: Generative Evaluation-Driven Sequence Level Contrastive Learning for Abstractive Summarization COLING 2024 Generalized Category Discovery with Large Language Models in the Loop ACL 2024 Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation ACL 2024 Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning ACL 2024 Generative Retrieval Meets Multi-Graded Relevance NeurIPS 2024 Global and Local Hierarchical Prompt Tuning Framework for Multi-level Implicit Discourse Relation Recognition COLING 2024