Multimodal Learning

Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation ACL 2025 SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches IJCAI 2025 SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training ACL 2025 Sliced Wasserstein Bridge for Open-Vocabulary Video Instance Segmentation ICCV 2025 SMR-Net: Semantic-Guided Mutually Reinforcing Network for Cross-Modal Image Fusion and Salient Object Detection AAAI 2025 SMSTracker: Tri-path Score Mask Sigma Fusion for Multi-Modal Tracking ICCV 2025 SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization CVPR 2025 Social Hatred: Efficient Multimodal Detection of Hatemongers ACL 2025 SONAR-SLT: Multilingual Sign Language Translation via Language-Agnostic Sentence Embedding Supervision EMNLP 2025 SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor AAAI 2025 Sonic: Shifting Focus to Global Audio Perception in Portrait Animation CVPR 2025 Sounding that Object: Interactive Object-Aware Image to Audio Generation ICML 2025 SoundSculpt: Direction and Semantics Driven Ambisonic Target Sound Extraction Interspeech 2025 SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding CVPR 2025 SparQLe: Speech Queries to Text Translation Through LLMs ACL 2025 SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference ICML 2025 Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement ICCV 2025 Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues ACL 2025 SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025 Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs EMNLP 2025 Spoken Conversational Agents with Large Language Models EMNLP 2025 SpotDiff: Spatial Gene Expression Imputation Diffusion with Single-Cell RNA Sequencing Data Integration AAAI 2025 SSLFusion: Scale and Space Aligned Latent Fusion Model for Multimodal 3D Object Detection AAAI 2025 SSNTrio @ DravidianLangTech 2025: Hybrid Approach for Hate Speech Detection in Dravidian Languages with Text and Audio Modalities NAACL 2025 SSR: Alignment-Aware Modality Connector for Speech Language Models ACL 2025