Multimodal Learning

Speech Recognition Meets Large Language Model: Benchmarking, Models, and Exploration AAAI 2025 SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information ACL 2025 SPHERE: Unveiling Spatial Blind Spots in Vision-Language Models Through Hierarchical Evaluation ACL 2025 Spiking Point Transformer for Point Cloud Classification AAAI 2025 SpiritSight Agent: Advanced GUI Agent with One Look CVPR 2025 SplatTalk: 3D VQA with Gaussian Splatting ICCV 2025 SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video CVPR 2025 Splitting & Integrating: Out-of-Distribution Detection via Adversarial Gradient Attribution ICML 2025 Spoken Conversational Agents with Large Language Models EMNLP 2025 Spoken Question Answering for Visual Queries Interspeech 2025 SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering EMNLP 2025 SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models ICLR 2025 Spotlighting Partially Visible Cinematic Language for Video-to-Audio Generation via Self-distillation IJCAI 2025 SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs ACL 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 SSN_MMHS@DravidianLangTech 2025: A Dual Transformer Approach for Multimodal Hate Speech Detection in Dravidian Languages NAACL 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 ST3: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token Trimming AAAI 2025 StableVC: Style Controllable Zero-Shot Voice Conversion with Conditional Flow Matching AAAI 2025 STA-CoT: Structured Target-Centric Agentic Chain-of-Thought for Consistent Multi-Image Geological Reasoning EMNLP 2025 StageDesigner: Artistic Stage Generation for Scenography via Theater Scripts CVPR 2025 STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation AAAI 2025 STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation IJCAI 2025