Multimodal Learning

Step-by-step Layered Design Generation AAAI 2026 STEP-Nav: Spatial-Temporal Efficient Visual Token Pruning for Vision-and-Language Navigation with Large Language Models AAAI 2026 StereoWorld: Geometry-Aware Monocular-to-Stereo Video Generation CVPR 2026 STiTch: Semantic Transition and Transportation in Collaboration for Training-Free Zero-Shot Composed Image Retrieval CVPR 2026 STMI: Segmentation-Guided Token Modulation with Cross-Modal Hypergraph Interaction for Multi-Modal Object Re-Identification AAAI 2026 Stochastic Parrots or True Virtuosos? Digging Deeper Into the Audio-Video Understanding of AVQA Models EACL 2026 STOLA: Self-Adaptive Touch-Language Framework for Tactile Commonsense Reasoning in Open-Ended Scenarios AAAI 2026 Stop Mixing Things Up! BISCUIT Teaches Vision-Language Models to Learn New Concepts from Images on the Spot AAAI 2026 StreamDiT: Real-Time Streaming Text-to-Video Generation CVPR 2026 Streaming Real-Time Trajectory Prediction Using Endpoint-Aware Modeling WACV 2026 STRIDE-QA: Visual Question Answering Dataset for Spatiotemporal Reasoning in Urban Driving Scenes AAAI 2026 Structural Entropy Guided Incremental Learning for Open-World Multimodal Social Event Detection AAAI 2026 Structures Meet Semantics: Multimodal Fusion via Graph Contrastive Learning AAAI 2026 ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos WACV 2026 ST-VLM: A Spatial-to-Image Multimodal Spatial-Temporal Prediction Framework with Vision-Language Model AAAI 2026 StyleBreak: Revealing Alignment Vulnerabilities in Large Audio-Language Models via Style-Aware Audio Jailbreak AAAI 2026 Subspace Alignment for CLIP-based Continual Learning via Canonical Correlation Analysis CVPR 2026 Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models AAAI 2026 SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition AAAI 2026 Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval AAAI 2026 SuperRivolution: Fine-Scale Rivers from Coarse Temporal Satellite Imagery WACV 2026 SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model AAAI 2026 SurgXBench: Explainable Vision-Language Model Benchmark for Surgery WACV 2026 Surprisal from Larger Transformer-based Language Models Predicts fMRI Data More Poorly EACL 2026 SVD-Det: A Lightweight Framework for Video Forgery Detection Using Semantic and Visual Defect Cues WACV 2026