Applications

Robust Remote Sensing Image-Text Retrieval with Noisy Correspondence CVPR 2026 SATTC: Structure-Aware Label-Free Test-Time Calibration for Cross-Subject EEG-to-Image Retrieval CVPR 2026 SEA: Evaluating Sketch Abstraction Efficiency via Element-level Commonsense Visual Question Answering CVPR 2026 SearchAD: Large-Scale Rare Image Retrieval Dataset for Autonomous Driving CVPR 2026 Seeing What Matters: A Training-Free Self-Guided Framework for Multimodal Detail Perception and Reasoning CVPR 2026 Self-guided Semantic Inspection for Zero-Shot Composed Image Retrieval CVPR 2026 StaR-KVQA: Structured Reasoning Traces for Implicit-Knowledge Visual Question Answering CVPR 2026 STiTch: Semantic Transition and Transportation in Collaboration for Training-Free Zero-Shot Composed Image Retrieval CVPR 2026 StructXLIP: Enhancing Vision-language Models with Multimodal Structural Cues CVPR 2026 SVAgent: Storyline-guided Long Video Understanding via Cross-Modal Multi-Agent Collaboration CVPR 2026 TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval ACL 2026 The LLM Bottleneck: Why Open-Source Vision LLMs Struggle with Hierarchical Visual Recognition CVPR 2026 TRACE: Traversal Retrieval-Augmented Chain of Evidence for Document Understanding ACL 2026 TriSim: Tri-Dimensional Similarity Modeling with Extreme Value Theory for False-Negative Mitigation in Remote Sensing Image-Text Retrieval CVPR 2026 ViLL-E: Video LLM Embeddings for Retrieval ACL 2026 VinQA: Visual Elements Interleaved Long-form Answer Generation for Real-World Multimodal Document QA CVPR 2026 VisRes Bench: On Evaluating the Visual Reasoning Capabilities of VLMs CVPR 2026 VisualOverload: Probing Visual Understanding of VLMs in Really Dense Scenes CVPR 2026 VQ-VA World: Towards High-Quality Visual Question-Visual Answering CVPR 2026 When Robots Should Say ''I Don't Know'': Benchmarking Abstention in Embodied Question Answering CVPR 2026 WikiCLIP: An Efficient Contrastive Baseline for Open-domain Visual Entity Recognition CVPR 2026 WISER: Wider Search, Deeper Thinking, and Adaptive Fusion for Training-Free Zero-Shot Composed Image Retrieval CVPR 2026 World in a Frame: Understanding Culture Mixing as a New Challenge for Vision-Language Models CVPR 2026 ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025 Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025