Multimodal Learning

SAKURA: On the Multi-hop Reasoning of Large Audio-Language Models Based on Speech and Audio Information Interspeech 2025 SALAD: Skeleton-aware Latent Diffusion for Text-driven Motion Generation and Editing CVPR 2025 SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis CVPR 2025 SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes CVPR 2025 SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts ICCV 2025 SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation WACV 2025 SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation CVPR 2025 SandboxSocial: A Sandbox for Social Media Using Multimodal AI Agents IJCAI 2025 SA-Occ: Satellite-Assisted 3D Occupancy Prediction in Real World ICCV 2025 SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE CVPR 2025 SAVOR: Skill Affordance Learning from Visuo-Haptic Perception for Robot-Assisted Bite Acquisition CoRL 2025 Scaffolding Coordinates to Promote Vision-Language Coordination in Large Multi-Modal Models COLING 2025 Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents CVPR 2025 Scalable Vision-Language Understanding and Generation AAAI 2025 Scaling Capability in Token Space: An Analysis of Large Vision Language Model JMLR 2025 Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension ICCV 2025 Scaling Laws for Native Multimodal Models ICCV 2025 Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining ICLR 2025 Scaling Omni-modal Pretraining with Multimodal Context: Advancing Universal Representation Learning Across Modalities ICCV 2025 Scaling Rich Style-Prompted Text-to-Speech Datasets EMNLP 2025 Scaling Speech-Text Pre-training with Synthetic Interleaved Data ICLR 2025 Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025 Scaling Transformers for Low-Bitrate High-Quality Speech Coding ICLR 2025 Scaling Vision Pre-Training to 4K Resolution CVPR 2025 Scene4U: Hierarchical Layered 3D Scene Reconstruction from Single Panoramic Image for Your Immerse Exploration CVPR 2025