vision language

Bridging Vision and Language for Robust Context-Aware Surgical Point Tracking: The VL-SurgPT Dataset and Benchmark AAAI 2026 Dataset Distillation by Influence Matching CVPR 2026 From Scene to Object: Enhancing Open-Vocabulary Object Detection via Foreground-Background Context Reasoning AAAI 2026 RIS-LAD: A Benchmark and Model for Referring Image Segmentation in Low-Altitude Drone Imagery AAAI 2026 SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model AAAI 2026 Zero-Shot Vision Language Reasoning via Dual-layer Scene Graph Chain of Thoughts (Student Abstract) AAAI 2026 AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts SemEval 2025 Attention to Trajectory: Trajectory-Aware Open-Vocabulary Tracking ICCV 2025 BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle ACL 2025 CAPSTONE: Composable Attribute‐Prompted Scene Translation for Zero‐Shot Vision–Language Reasoning EMNLP 2025 Click&Describe: Multimodal Grounding and Tracking for Aerial Objects WACV 2025 Conical Visual Concentration for Efficient Large Vision-Language Models CVPR 2025 Does Vision Accelerate Hierarchical Generalization in Neural Language Learners? COLING 2025 EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions CVPR 2025 Feature Design for Bridging SAM and CLIP toward Referring Image Segmentation WACV 2025 FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model ICLR 2025 Gradient Inversion of Multimodal Models ICML 2025 Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary Segmentation ICCV 2025 Intrinsic Bias is Predicted by Pretraining Data and Correlates with Downstream Performance in Vision-Language Encoders NAACL 2025 Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning CVPR 2025 Look Around Before Locating: Considering Content and Structure Information for Visual Grounding AAAI 2025 MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios AAAI 2025 Modgenix at SemEval-2025 Task 1: Context Aware Vision Language Ranking (CAViLR) for Multimodal Idiomaticity Understanding SemEval 2025 NAVER: A Neuro-Symbolic Compositional Automaton for Visual Grounding with Explicit Logic Reasoning ICCV 2025 OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities ICLR 2025