Self-Supervised Learning

SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation SemEval 2025 Semi-Supervised Blind Quality Assessment with Confidence-quantifiable Pseudo-label Learning for Authentic Images ICML 2025 Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025 Sequence-level Large Language Model Training with Contrastive Preference Optimization NAACL 2025 SF2T: Self-supervised Fragment Finetuning of Video-LLMs for Fine-Grained Understanding CVPR 2025 SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images CVPR 2025 Shading Meets Motion: Self-supervised Indoor 3D Reconstruction Via Simultaneous Shape-from-Shading and Structure-from-Motion CVPR 2025 Shadow Removal Refinement via Material-Consistent Shadow Edges WACV 2025 SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians ICCV 2025 SHIELD: A Self-supervised, Silicosis-focused Hierarchical Imaging Framework for Occupational Lung Disease Diagnosis IJCAI 2025 ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions CVPR 2025 SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction ACL 2025 Sightation Counts: Leveraging Sighted User Feedback in Building a BLV-aligned Dataset of Diagram Descriptions ACL 2025 Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production AAAI 2025 SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ACL 2025 SignRep: Enhancing Self-Supervised Sign Representations ICCV 2025 SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis COLING 2025 SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark ICCV 2025 Similar Modality Enhancement and Action Consistency Learning for Weakly Supervised Temporal Action Localization AAAI 2025 SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction CVPR 2025 Simple, Good, Fast: Self-Supervised World Models Free of Baggage ICLR 2025 Simplifying DINO via Coding Rate Regularization ICML 2025 SimRP: Syntactic and Semantic Similarity Retrieval Prompting Enhances Aspect Sentiment Quad Prediction AAAI 2025 SIM: Surface-based fMRI Analysis for Inter-Subject Multimodal Decoding from Movie-Watching Experiments ICLR 2025 Single layer tiny Co4 outpaces GPT-2 and GPT-BERT EMNLP 2025