Contrastive Learning

Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM EMNLP 2024 Exploiting Style Latent Flows for Generalizing Deepfake Video Detection CVPR 2024 Extending Multi-modal Contrastive Representations NeurIPS 2024 Face Identity-Aware Disentanglement in StyleGAN WACV 2024 Facilitating Multimodal Classification via Dynamically Learning Modality Gap NeurIPS 2024 FastCLIPstyler: Optimisation-Free Text-Based Image Style Transfer Using Style Representations WACV 2024 FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning CVPR 2024 Federated Generalized Category Discovery CVPR 2024 FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning AAAI 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-tuning CLIP Text Encoders with Two-step Paraphrasing EACL 2024 FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects CVPR 2024 GCVR: Reconstruction from Cross-View Enable Sufficient and Robust Graph Contrastive Learning UAI 2024 Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection AAAI 2024 Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning ACL 2024 Generative Retrieval Meets Multi-Graded Relevance NeurIPS 2024 Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract) AAAI 2024 Graph-Aware Contrasting for Multivariate Time-Series Classification AAAI 2024 Graph Contrastive Invariant Learning from the Causal Perspective AAAI 2024 Graph Contrastive Learning under Heterophily via Graph Filters UAI 2024 Graph Disentangled Contrastive Learning with Personalized Transfer for Cross-Domain Recommendation AAAI 2024 GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding CVPR 2024 Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024 Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains ICLR 2024