Multimodal Learning

SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model ICLR 2025 Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal Models CVPR 2025 Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement ICCV 2025 Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions IJCNLP 2025 SpatialCLIP: Learning 3D-aware Image Representations from Spatially Discriminative Language CVPR 2025 Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis ACL 2025 SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025 Spatial Preference Rewarding for MLLMs Spatial Understanding ICCV 2025 Spatial-Temporal Aware Visuomotor Diffusion Policy Learning ICCV 2025 Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation CVPR 2025 SpatialVLA: Exploring Spatial Representations for Visual-Language-Action Models RSS 2025 Spatio-Temporal Context Prompting for Zero-Shot Action Detection WACV 2025 SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models CVPR 2025 Speak Easy: Eliciting Harmful Jailbreaks from LLMs with Simple Interactions ICML 2025 Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues ACL 2025 SPE Attention: Making Attention Equivariant to Semantic-Preserving Permutation for Code Processing EMNLP 2025 SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation EMNLP 2025 Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance EMNLP 2025 SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025 Speech and Text Foundation Models for Depression Detection: Cross-Task and Cross-Language Evaluation Interspeech 2025 Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs EMNLP 2025 SpeechEE@XLLM25: Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction ACL 2025 SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025 Speech Is Not Enough: Interpreting Nonverbal Indicators of Common Knowledge and Engagement AAAI 2025 SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling EMNLP 2025