Vision-Language Models

SIGMA: Selective-Interleaved Generation with Multi-Attribute Tokens CVPR 2026 Similar Predictions, Different Processes: A Multi-Level Comparison of Human and Multimodal LLM Language Prediction CoNLL 2026 SIMPACT: Simulation-Enabled Action Planning using Vision-Language Models CVPR 2026 Simple-VGC: Enhancing Visual Grounding in Multimodal Reasoning via Adaptive Tool Composition ACL 2026 Simple-ViLMedSAM: Simple Text Prompts Meet Vision-Language Models for Medical Image Segmentation CVPR 2026 SineProject: Machine Unlearning for Stable Vision-Language Alignment CVPR 2026 SLARM: Streaming and Language-Aligned Reconstruction Model for Dynamic Scenes CVPR 2026 SLPGFJWUWarda at SemEval-2026 Task 1: A Multimodal Vision-Language Approach for Humor Generation Using Fine-Tuned BLIP SemEval 2026 Small Object, Great Challenge: A Benchmark for Small Object Visual Grounding CVPR 2026 Socratic-Geo: Synthetic Data Generation and Cross-Modal Geometric Reasoning via Multi-Agent Interaction CVPR 2026 SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning CVPR 2026 SoPE: Spherical Coordinate-Based Positional Embedding for Enhancing Spatial Perception of 3D LVLMs CVPR 2026 SOUPLE: Enhancing Audio-Visual Localization and Segmentation with Learnable Prompt Contexts CVPR 2026 SpaceTools: Tool-Augmented Spatial Reasoning via Double Interactive RL CVPR 2026 SPARK: Sim-ready Part-level Articulated Reconstruction with VLM Knowledge CVPR 2026 SPARROW: Learning Spatial Precision and Temporal Referential Consistency in Pixel-Grounded Video MLLMs CVPR 2026 Sparrow: Text-Anchored Window Attention with Visual-Semantic Glimpsing for Speculative Decoding in Video LLMs ACL 2026 SPAR: Single-Pass Any-Resolution ViT for Open-vocabulary Segmentation CVPR 2026 SpatiaLQA: A Benchmark for Evaluating Spatial Logical Reasoning in Vision-Language Models CVPR 2026 SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence CVPR 2026 Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning CVPR 2026 SpatialStack: Layered Geometry-Language Fusion for 3D VLM Spatial Reasoning CVPR 2026 SpatialTree: How Spatial Intelligence Branches Out in MLLMs CVPR 2026 SPEAR-1: Scaling Beyond Robot Demonstrations via 3D Understanding CVPR 2026 Specializing Large Models for Oracle Bone Script Interpretation via Component-Grounded Multimodal Knowledge Augmentation ACL 2026