Multimodal Learning

STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling AAAI 2025 StandUp4AI: A New Multilingual Dataset for Humor Detection in Stand-up Comedy Videos EMNLP 2025 StarVector: Generating Scalable Vector Graphics Code from Images and Text AAAI 2025 StarVector: Generating Scalable Vector Graphics Code from Images and Text CVPR 2025 State-of-the-Art Text-Prompted Medical Segmentation Models Struggle to Ground Chest CT Findings MLHC 2025 Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025 StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts EMNLP 2025 STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-aligned Temporal Modeling and Discriminative Dynamic Representation Learning ICCV 2025 STDD: Spatio-Temporal Dual Diffusion for Video Generation CVPR 2025 Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models CVPR 2025 Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreaks CVPR 2025 Steering LVLMs via Sparse Autoencoder for Hallucination Mitigation EMNLP 2025 Steering Prepositional Phrases in Language Models: A Case of with-headed Adjectival and Adverbial Complements in Gemma-2 EMNLP 2025 SteerVLM: Robust Model Control through Lightweight Activation Steering for Vision Language Models EMNLP 2025 SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity AISTATS 2025 STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training CVPR 2025 Stepping Out of Similar Semantic Space for Open-Vocabulary Segmentation ICCV 2025 STI-Bench: Are MLLMs Ready for Precise Spatial-Temporal World Understanding? ICCV 2025 StickMotion: Generating 3D Human Motions by Drawing a Stickman CVPR 2025 Stochasticity-aware No-Reference Point Cloud Quality Assessment IJCAI 2025 STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding CVPR 2025 Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target. CVPR 2025 Stop Looking for “Important Tokens” in Multimodal Language Models: Duplication Matters More EMNLP 2025 StoryGPT-V: Large Language Models as Consistent Story Visualizers CVPR 2025 StoryLLaVA: Enhancing Visual Storytelling with Multi-Modal Large Language Models COLING 2025