Contrastive Learning

CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL 2025 ClapFM-EVC: High-Fidelity and Flexible Emotional Voice Conversion with Dual Control from Natural Language and Speech Interspeech 2025 Class Semantic Attribute Perception Guided Zero-Shot Learning AAAI 2025 CLEP: A Novel Contrastive Learning Method for Evolutionary Reentrancy Vulnerability Detection AAAI 2025 CLEP-DG: Contrastive Learning for Speech Emotion Domain Generalization via Soft Prompt Tuning Interspeech 2025 CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025 CLIP-GS: Unifying Vision-Language Representation with 3D Gaussian Splatting ICCV 2025 CLIP is Almost All You Need: Towards Parameter-Efficient Scene Text Retrieval without OCR CVPR 2025 CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss CVPR 2025 Cluster-guided Contrastive Class-imbalanced Graph Classification AAAI 2025 Clustering-based Hard Negative Sampling for Supervised Contrastive Speaker Verification Interspeech 2025 Contextual Document Embeddings ICLR 2025 Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025 Contrastive Auxiliary Learning with Structure Transformation for Heterogeneous Graphs AAAI 2025 Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer IJCAI 2025 Contrastive Flow Matching ICCV 2025 Contrastive Learning-based Syllable-Level Mispronunciation Detection and Diagnosis for Speech Audiometry Interspeech 2025 Contrastive Learning for Task-Independent SpeechLLM-Pretraining ACL 2025 Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025 Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025 Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025 Contrastive Multi-view Subspace Clustering via Tensor Transformers Autoencoder AAAI 2025 Contrastive Patient-level Pretraining Enables Longitudinal and Multimodal Fusion for Lung Cancer Risk Prediction MIDL 2025 Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025 Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering ACL 2025