Contrastive Learning

FedCPD:Personalized Federated Learning with Prototype-Enhanced Representation and Memory Distillation IJCAI 2025 FedCSR: A Federated Framework for Multi-Platform Cross-Domain Sequential Recommendation with Dual Contrastive Learning COLING 2025 FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning ICCV 2025 Federated Continuous Category Discovery and Learning ICCV 2025 Federated Graph Anomaly Detection Through Contrastive Learning with Global Negative Pairs AAAI 2025 FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning AAAI 2025 FG-CLIP: Fine-Grained Visual and Textual Alignment ICML 2025 Finding Shared Decodable Concepts and their Negations in the Brain ICLR 2025 Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning AAAI 2025 Fine-Tuning Encoder-Decoder Models with Contrastive Learning for In-Context Distractor Generation EMNLP 2025 FLAM: Frame-Wise Language-Audio Modeling ICML 2025 FlashMix: Fast Map-Free LiDAR Localization via Feature Mixing and Contrastive-Constrained Accelerated Training WACV 2025 FNSCC: Fuzzy Neighborhood-Aware Self-Supervised Contrastive Clustering for Short Text EMNLP 2025 FOCUS: Towards Universal Foreground Segmentation AAAI 2025 Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows CVPR 2025 Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment EMNLP 2025 Forget the Unneeded: Backdooring Large Language Models via Contrastive-enhanced Machine Unlearning EMNLP 2025 Formula-Text Cross-Retrieval: A Benchmarking Study of Dense Embedding Methods for Mathematical Information Retrieval EMNLP 2025 Frequency-Domain Refinement of Vision Transformers for Robust Medical Image Segmentation under Degradation WACV 2025 FRET: Feature Redundancy Elimination for Test Time Adaptation ICCV 2025 From Coarse to Fine: A Matching and Alignment Framework for Unsupervised Cross-View Geo-Localization AAAI 2025 Future Sight and Tough Fights: Revolutionizing Sequential Recommendation with FENRec AAAI 2025 Game4Loc: A UAV Geo-Localization Benchmark from Game Data AAAI 2025 Gaussian Splatting Feature Fields for (Privacy-Preserving) Visual Localization CVPR 2025 GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability ICCV 2025