Contrastive Learning

ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework ACL 2025 Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning SemEval 2025 SimProF: A Simple Probabilistic Framework for Unsupervised Domain Adaptation AAAI 2025 SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection ACL 2025 Single-View Graph Contrastive Learning with Soft Neighborhood Awareness AAAI 2025 Spatially Weighted Contrastive Learning for Robust Sound Source Localization Interspeech 2025 Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025 SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification Interspeech 2025 Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations IJCAI 2025 Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection AAAI 2025 Style-Editor: Text-driven Object-centric Style Editing CVPR 2025 Super Deep Contrastive Information Bottleneck for Multi-modal Clustering ICML 2025 Supervised Contrastive Learning from Weakly-Labeled Audio Segments for Musical Version Matching ICML 2025 SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025 Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images ACL 2025 TCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis ACL 2025 TEACH: A Contrastive Knowledge Adaptive Distillation Framework for Classical Chinese Understanding ACL 2025 Teaching Audio-Aware Large Language Models What Does Not Hear: Mitigating Hallucinations through Synthesized Negative Samples Interspeech 2025 Temp4Cap: Temporally-aligned Automated Audio Captioning Interspeech 2025 Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP AAAI 2025 Text to Point Cloud Localization with Multi-Level Negative Contrastive Learning AAAI 2025 THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings AAAI 2025 The Source Image is the Best Attention for Infrared and Visible Image Fusion ICCV 2025 Time-series attribution maps with regularized contrastive learning AISTATS 2025 TNCSE: Tensor Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings AAAI 2025