Contrastive Learning

SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training ICLR 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 SKALD: Learning-Based Shot Assembly for Coherent Multi-Shot Video Creation ICCV 2025 SKE-Layout: Spatial Knowledge Enhanced Layout Generation with LLMs CVPR 2025 SkipCLM: Enhancing Crosslingual Alignment of Decoder Transformer Models via Contrastive Learning and Skip Connection NAACL 2025 SLADE: Shielding against Dual Exploits in Large Vision-Language Models CVPR 2025 SleepSMC: Ubiquitous Sleep Staging via Supervised Multimodal Coordination ICLR 2025 SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion EMNLP 2025 SmartCLIP: Modular Vision-language Alignment with Identification Guarantees CVPR 2025 SmartPretrain: Model-Agnostic and Dataset-Agnostic Representation Learning for Motion Prediction ICLR 2025 SoftCVI: Contrastive variational inference with self-generated soft labels ICLR 2025 SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning AAAI 2025 SpatialCLIP: Learning 3D-aware Image Representations from Spatially Discriminative Language CVPR 2025 Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025 STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025 Stitch, Contrast, and Segment: Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos AAAI 2025 Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning WACV 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 Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection ACL 2025 Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data AAAI 2025 StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples NAACL 2025 Subtask-Aware Visual Reward Learning from Segmented Demonstrations ICLR 2025