Applications

4D-RGPT: Toward Region-level 4D Understanding via Perceptual Distillation CVPR 2026 A2GC: Asymmetric Aggregation with Geometric Constraints for Locally Aggregated Descriptors CVPR 2026 Air-Know: Arbiter-Calibrated Knowledge-Internalizing Robust Network for Composed Image Retrieval CVPR 2026 Aligning What Vision-Language Models See and Perceive with Adaptive Information Flow CVPR 2026 A Multi-Agent Perception-Action Alliance for Efficient Long Video Reasoning CVPR 2026 ART: Attention Replacement Technique to Improve Factuality in LLMs ACL 2026 AVA-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models CVPR 2026 BioVITA: Biological Dataset, Model, and Benchmark for Visual-Textual-Acoustic Alignment CVPR 2026 Camouflage-aware Image-Text Retrieval via Expert Collaboration CVPR 2026 CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering CVPR 2026 CAST: Context-Aware Dynamic Latent Space Transformation for Interactive Text-to-Image Retrieval CVPR 2026 ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ACL 2026 CLAY: Conditional Visual Similarity Modulation in Vision-Language Embedding Space CVPR 2026 ConeSep: Cone-based Robust Noise-Unlearning Compositional Network for Composed Image Retrieval CVPR 2026 Decoupling Vision and Reasoning: A Data-Efficient Pipeline for Surgical VQA MIDL 2026 DIAGRAMS : A Review Framework for Reasoning-Level Attribution in Diagram QA ACL 2026 DiGraphHal-Bench: Evaluating Multimodal Large Language Models on Complex Directed Graphs CVPR 2026 Do You See What I Am Pointing At? Gesture-Based Egocentric Video Question Answering CVPR 2026 DPDV: Dual-Pathway and Dual-View Representation Learning for Bridging Information Asymmetry in Text-Video Retrieval ACL 2026 Dual-Level Confidence based Implicit Self-Refinement for Medical Visual Question Answering CVPR 2026 EgoProx: Evaluating MLLMs on Egocentric 3D Proximity Reasoning Across a Cognitive Hierarchy CVPR 2026 Evidential Retriever: Uncertainty-Aware Medical Image Retrieval MIDL 2026 Flow-Based Page Unique Semantic Mapping Architecture for Document Visual Question Answering ACL 2026 GeoBridge: A Semantic-Anchored Multi-View Foundation Model Bridging Images and Text for Geo-Localization CVPR 2026 HandVQA: Diagnosing and Improving Fine-Grained Spatial Reasoning about Hands in Vision-Language Models CVPR 2026