Contrastive Learning

Cross-Domain Contrastive Learning for Time Series Clustering AAAI 2024 Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024 Cross-Feature Contrastive Loss for Decentralized Deep Learning on Heterogeneous Data WACV 2024 Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval AAAI 2024 Cross-modal Generation and Alignment via Attribute-guided Prompt for Unsupervised Text-based Person Retrieval IJCAI 2024 Cross-Sentence Gloss Consistency for Continuous Sign Language Recognition AAAI 2024 Cross-View Contrastive Fusion for Enhanced Molecular Property Prediction IJCAI 2024 CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy NeurIPS 2024 CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages EMNLP 2024 CTSM: Combining Trait and State Emotions for Empathetic Response Model COLING 2024 Customizing Language Model Responses with Contrastive In-Context Learning AAAI 2024 CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs CVPR 2024 CycleCL: Self-Supervised Learning for Periodic Videos WACV 2024 Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ACL 2024 D2LLM: Decomposed and Distilled Large Language Models for Semantic Search ACL 2024 DACL: Disfluency Augmented Curriculum Learning for Fluent Text Generation COLING 2024 DALD: Improving Logits-based Detector without Logits from Black-box LLMs NeurIPS 2024 DanceAnyWay: Synthesizing Beat-Guided 3D Dances with Randomized Temporal Contrastive Learning AAAI 2024 Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity AISTATS 2024 Data Poisoning based Backdoor Attacks to Contrastive Learning CVPR 2024 DB-PMAE: Dual-Branch Prototypical Masked AutoEncoder with locality for domain robust speaker verification Interspeech 2024 DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding EMNLP 2024 DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning AAAI 2024 Debiasing, Calibrating, and Improving Semi-Supervised Learning Performance via Simple Ensemble Projector WACV 2024 Debiasing Multimodal Sarcasm Detection with Contrastive Learning AAAI 2024