Contrastive Learning

Self-Supervised Representation Learning from Arbitrary Scenarios CVPR 2024 Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment CVPR 2024 SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings ICLR 2024 SignCLIP: Connecting Text and Sign Language by Contrastive Learning EMNLP 2024 Simple Contrastive Multi-View Clustering with Data-Level Fusion IJCAI 2024 SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NeurIPS 2024 S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search NeurIPS 2024 SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger AAAI 2024 Spatial-Related Sensors Matters: 3D Human Motion Reconstruction Assisted with Textual Semantics AAAI 2024 Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile AAAI 2024 Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation ACL 2024 StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation EMNLP 2024 Stitching Segments and Sentences towards Generalization in Video-Text Pre-training AAAI 2024 Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding ICLR 2024 STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization WACV 2024 TeMO: Towards Text-Driven 3D Stylization for Multi-Object Meshes CVPR 2024 Temporal Graph Contrastive Learning for Sequential Recommendation AAAI 2024 Text-Based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning AAAI 2024 Text-Guided Face Recognition Using Multi-Granularity Cross-Modal Contrastive Learning WACV 2024 Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection CVPR 2024 TF-CLIP: Learning Text-Free CLIP for Video-Based Person Re-identification AAAI 2024 TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024 TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024 Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning NeurIPS 2024 Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient ACL 2024