Multimodal Learning

SpaCRD: Multimodal Deep Fusion of Histology and Spatial Transcriptomics for Cancer Region Detection AAAI 2026 SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space EACL 2026 Spatial-Frequency Collaborative Learning for Occluded Visible-Infrared Person Re-Identification CVPR 2026 SpatialLogic-Bench: A Diagnostic Benchmark for Task-Oriented Spatiotemporal Reasoning AAAI 2026 SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving EACL 2026 Spatial-Spectral Homogeneous Attacks on Physical-World Large Vision-Language Models AAAI 2026 Spatio-Temporal Context Learning with Temporal Difference Convolution for Moving Infrared Small Target Detection AAAI 2026 Spatiotemporal Transformers with Multiple Instance Learning for Label-Efficient Behavioral Analysis in Autism (Student Abstract) AAAI 2026 Speaker Anonymization for Children's Oral Reading Assessment AAAI 2026 SpeakerLM: End-to-End Versatile Speaker Diarization and Recognition with Multimodal Large Language Models AAAI 2026 SpeakerSleuth: Can Large Audio-Language Models Judge Speaker Consistency across Multi-turn Dialogues? ACL 2026 Spectra: A Mechanistic Interpretability Library for Vision-Language Models ACL 2026 Speech Recognition Model Improves Text-to-Speech Synthesis Using Fine-Grained Reward AAAI 2026 SpikCommander: A High-performance Spiking Transformer with Multi-view Learning for Efficient Speech Command Recognition AAAI 2026 SPOT: Spatiotemporal Prompt Optimization for Motion-Stabilized MLLM-Guided Video Segmentation CVPR 2026 SRSplat: Feed-Forward Super-Resolution Gaussian Splatting from Sparse Multi-View Images AAAI 2026 SSR-A: Spatial- and Semantic-Aware Instructions and Curriculum Reinforcement for Advertisement Compliant Rectification ACL 2026 Stable and Efficient Single-Rollout RL for Multimodal Reasoning CVPR 2026 Stable Signer: Hierarchical Sign Language Generative Model ACL 2026 StarFlow: Generating Structured Workflow Outputs From Sketch Images EACL 2026 STAR-R1: Multi-View Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs CVPR 2026 START: Spatial and Textual Learning for Chart Understanding WACV 2026 State-Space Hierarchical Compression with Gated Attention and Learnable Sampling for Hour-Long Video Understanding in Large Multimodal Models AAAI 2026 Steganography Beyond Pixels: Reimagining Image Steganography as Cross-Modal Linguistic Communication ACL 2026 STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision AAAI 2026