Vision-Language Models

Spec-o3: A Tool-Augmented Vision-Language Agent for Rare Celestial Object Candidate Vetting via Automated Spectral Inspection ACL 2026 Spectra: A Mechanistic Interpretability Library for Vision-Language Models ACL 2026 SPOT: Spatiotemporal Prompt Optimization for Motion-Stabilized MLLM-Guided Video Segmentation CVPR 2026 Spot The Ball: A Benchmark for Visual Social Inference CVPR 2026 ST4R-Splat: Spatio-Temporal Referring Segmentation in 4D Gaussian Splatting CVPR 2026 Stable Language Guidance for Vision–Language–Action Models ACL 2026 Stitch-a-Demo: Creating Video Demonstrations from Multistep Descriptions CVPR 2026 StoryTailor:A Zero-Shot Pipeline for Action-Rich Multi-Subject Visual Narratives CVPR 2026 Streamlined Open-Vocabulary Human-Object Interaction Detection CVPR 2026 Structural Graph Probing of Vision-Language Models CVPR 2026 StructXLIP: Enhancing Vision-language Models with Multimodal Structural Cues CVPR 2026 Superman: Unifying Skeleton and Vision for Human Motion Perception and Generation CVPR 2026 SurgCoT: Advancing Spatiotemporal Reasoning in Surgical Videos through a Chain-of-Thought Benchmark CVPR 2026 SwiftTailor: Efficient 3D Garment Generation with Geometry Image Representation CVPR 2026 SwiftVLA: Unlocking Spatiotemporal Dynamics for Lightweight VLA Models at Minimal Overhead CVPR 2026 Symbolic Grounding Reveals Representational Bottlenecks in Abstract Visual Reasoning CoNLL 2026 SynCLIP: Synonym-Coherent Language-Image Pretraining for Robust Open-Vocabulary Dense Perception CVPR 2026 Synthesizing Visual Concepts as Vision-Language Programs CVPR 2026 SynthRGB-T: Language-Vision Guided Image Translation for Diversity Synthesis CVPR 2026 T2SGrid: Temporal-to-Spatial Gridification for Video Temporal Grounding CVPR 2026 Tackling Alignment Ambiguity in Person Retrieval through Conversational Attribute Mining CVPR 2026 TANGO: Text-Anchored Guided Optimization for Robust Fine-tuning Vision-Language Models under Label Noise CVPR 2026 TDATR: Improving End-to-End Table Recognition via Table Detail-Aware Learning and Cell-Level Visual Alignment CVPR 2026 Tell Model Where to Look: Mitigating Hallucinations in MLLMs by Vision-Guided Attention CVPR 2026 Temporal Inversion for Learning Interval Change in Chest X-Rays CVPR 2026