Self-Supervised Learning

Spatial Preference Rewarding for MLLMs Spatial Understanding ICCV 2025 Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation CVPR 2025 Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising AAAI 2025 Spectral Informed Mamba for Robust Point Cloud Processing CVPR 2025 Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025 SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning EMNLP 2025 Spherical Tree-Sliced Wasserstein Distance ICLR 2025 SplArt: Articulation Estimation and Part-Level Reconstruction with 3D Gaussian Splatting ICCV 2025 SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving CVPR 2025 Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment ICLR 2025 SPU-IMR: Self-supervised Arbitrary-scale Point Cloud Upsampling via Iterative Mask-recovery Network AAAI 2025 SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation IJCAI 2025 SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes ICLR 2025 SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction AAAI 2025 SSOLE: Rethinking Orthogonal Low-rank Embedding for Self-Supervised Learning ICLR 2025 Stabilizing Holistic Semantics in Diffusion Bridge for Image Inpainting IJCAI 2025 StandUp4AI: A New Multilingual Dataset for Humor Detection in Stand-up Comedy Videos EMNLP 2025 STAR: Self-Automated Back-Querying for Production Data Generation IJCNLP 2025 STaR-SQL: Self-Taught Reasoner for Text-to-SQL ACL 2025 START: Self-taught Reasoner with Tools EMNLP 2025 Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models CVPR 2025 Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models ACL 2025 STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training CVPR 2025 Stereo4D: Learning How Things Move in 3D from Internet Stereo Videos CVPR 2025 ST-GCond: Self-supervised and Transferable Graph Dataset Condensation ICLR 2025