Browse State-of-the-Art › Visual Question Answering › Papers, page 12

Visual Question Answering

Papers archive 2025-07-28

archive papers tagged: 2,177 · with a code link: 1,042 · where Syntology ran a sample: 378 (308 with a run with no instrument failure, 70 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (378 of 2,177 tagged: 308 with a run with no instrument failure, 70 where every run was a failure of Syntology's instrument)

Page 12 of 22: papers 1,101 to 1,200 of 2,177, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Multi-Modal Explainable Medical AI Assistant for Trustworthy Human-AI Collaboration
  11 May 2025 0 repositories listed
• OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval
  10 May 2025 0 repositories listed Syntology 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 5 harvested samples) · 5 pointer-only (licence)
• Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving
  9 May 2025 0 repositories listed
• SITE: towards Spatial Intelligence Thorough Evaluation
  8 May 2025 0 repositories listed
• Structure Causal Models and LLMs Integration in Medical Visual Question Answering
  5 May 2025 0 repositories listed
• Task-Oriented Semantic Communication in Large Multimodal Models-based Vehicle Networks
  5 May 2025 0 repositories listed
• Compositional Image-Text Matching and Retrieval by Grounding Entities
  4 May 2025 0 repositories listed
• Adaptive Token Boundaries: Integrating Human Chunking Mechanisms into Multimodal LLMs
  3 May 2025 0 repositories listed
• Knowledge-Augmented Language Models Interpreting Structured Chest X-Ray Findings
  3 May 2025 0 repositories listed
• Grounding Task Assistance with Multimodal Cues from a Single Demonstration
  2 May 2025 0 repositories listed
• Transferable Adversarial Attacks on Black-Box Vision-Language Models
  2 May 2025 0 repositories listed
• Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding
  30 Apr 2025 0 repositories listed
• LMME3DHF: Benchmarking and Evaluating Multimodal 3D Human Face Generation with LMMs
  29 Apr 2025 0 repositories listed
• SpatialReasoner: Towards Explicit and Generalizable 3D Spatial Reasoning
  28 Apr 2025 0 repositories listed
• Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction
  24 Apr 2025 0 repositories listed
• TraveLLaMA: Facilitating Multi-modal Large Language Models to Understand Urban Scenes and Provide Travel Assistance
  23 Apr 2025 0 repositories listed
• Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability
  20 Apr 2025 0 repositories listed
• Hadamard product in deep learning: Introduction, Advances and Challenges
  17 Apr 2025 0 repositories listed
• Bridging the Semantic Gaps: Improving Medical VQA Consistency with LLM-Augmented Question Sets
  16 Apr 2025 0 repositories listed
• Instruction-augmented Multimodal Alignment for Image-Text and Element Matching
  16 Apr 2025 0 repositories listed
• LVLM_CSP: Accelerating Large Vision Language Models via Clustering, Scattering, and Pruning for Reasoning Segmentation
  15 Apr 2025 0 repositories listed
• Building Trustworthy Multimodal AI: A Review of Fairness, Transparency, and Ethics in Vision-Language Tasks
  14 Apr 2025 0 repositories listed
• MMKB-RAG: A Multi-Modal Knowledge-Based Retrieval-Augmented Generation Framework
  14 Apr 2025 0 repositories listed
• VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents
  14 Apr 2025 0 repositories listed
• NoTeS-Bank: Benchmarking Neural Transcription and Search for Scientific Notes Understanding
  12 Apr 2025 0 repositories listed
• AstroLLaVA: towards the unification of astronomical data and natural language
  11 Apr 2025 0 repositories listed
• Beyond the Frame: Generating 360° Panoramic Videos from Perspective Videos
  10 Apr 2025 0 repositories listed
• Data Metabolism: An Efficient Data Design Schema For Vision Language Model
  10 Apr 2025 0 repositories listed
• TokenFocus-VQA: Enhancing Text-to-Image Alignment with Position-Aware Focus and Multi-Perspective Aggregations on LVLMs
  10 Apr 2025 0 repositories listed
• RS-RAG: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model
  7 Apr 2025 0 repositories listed
• Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion
  4 Apr 2025 0 repositories listed
• QIRL: Boosting Visual Question Answering via Optimized Question-Image Relation Learning
  4 Apr 2025 0 repositories listed
• SocialGesture: Delving into Multi-person Gesture Understanding
  3 Apr 2025 0 repositories listed
• MPDrive: Improving Spatial Understanding with Marker-Based Prompt Learning for Autonomous Driving
  1 Apr 2025 0 repositories listed
• SViQA: A Unified Speech-Vision Multimodal Model for Textless Visual Question Answering
  1 Apr 2025 0 repositories listed
• How Well Can Vison-Language Models Understand Humans' Intention? An Open-ended Theory of Mind Question Evaluation Benchmark
  28 Mar 2025 0 repositories listed
• CTRL-O: Language-Controllable Object-Centric Visual Representation Learning
  27 Mar 2025 0 repositories listed
• JEEM: Vision-Language Understanding in Four Arabic Dialects
  27 Mar 2025 0 repositories listed
• Feature4X: Bridging Any Monocular Video to 4D Agentic AI with Versatile Gaussian Feature Fields
  26 Mar 2025 0 repositories listed
• Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs
  26 Mar 2025 0 repositories listed
• Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy
  26 Mar 2025 0 repositories listed
• Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering
  26 Mar 2025 0 repositories listed
• Improved Alignment of Modalities in Large Vision Language Models
  25 Mar 2025 0 repositories listed
• LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
  25 Mar 2025 0 repositories listed
• ORION: A Holistic End-to-End Autonomous Driving Framework by Vision-Language Instructed Action Generation
  25 Mar 2025 0 repositories listed
• DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels
  24 Mar 2025 0 repositories listed
• MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering
  24 Mar 2025 0 repositories listed
• Where is this coming from? Making groundedness count in the evaluation of Document VQA models
  24 Mar 2025 0 repositories listed
• Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models
  23 Mar 2025 0 repositories listed
• A Vision Centric Remote Sensing Benchmark
  20 Mar 2025 0 repositories listed
• EfficientLLaVA:Generalizable Auto-Pruning for Large Vision-language Models
  19 Mar 2025 0 repositories listed
• GraspCorrect: Robotic Grasp Correction via Vision-Language Model-Guided Feedback
  19 Mar 2025 0 repositories listed
• TruthLens:A Training-Free Paradigm for DeepFake Detection
  19 Mar 2025 0 repositories listed
• UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation
  19 Mar 2025 0 repositories listed
• Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding
  18 Mar 2025 0 repositories listed Syntology 3 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
• From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration
  17 Mar 2025 0 repositories listed
• Task-Oriented Feature Compression for Multimodal Understanding via Device-Edge Co-Inference
  17 Mar 2025 0 repositories listed
• GeoRSMLLM: A Multimodal Large Language Model for Vision-Language Tasks in Geoscience and Remote Sensing
  16 Mar 2025 0 repositories listed
• PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models
  16 Mar 2025 0 repositories listed
• DynRsl-VLM: Enhancing Autonomous Driving Perception with Dynamic Resolution Vision-Language Models
  14 Mar 2025 0 repositories listed
• On the Limitations of Vision-Language Models in Understanding Image Transforms
  12 Mar 2025 0 repositories listed
• SurgicalVLM-Agent: Towards an Interactive AI Co-Pilot for Pituitary Surgery
  12 Mar 2025 0 repositories listed
• Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework
  11 Mar 2025 0 repositories listed
• From Text to Visuals: Using LLMs to Generate Math Diagrams with Vector Graphics
  10 Mar 2025 0 repositories listed
• Robusto-1 Dataset: Comparing Humans and VLMs on real out-of-distribution Autonomous Driving VQA from Peru
  10 Mar 2025 0 repositories listed
• TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems
  9 Mar 2025 0 repositories listed
• Integrating Frequency-Domain Representations with Low-Rank Adaptation in Vision-Language Models
  8 Mar 2025 0 repositories listed
• MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal Answering
  8 Mar 2025 0 repositories listed
• SplatTalk: 3D VQA with Gaussian Splatting
  8 Mar 2025 0 repositories listed
• Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation
  6 Mar 2025 0 repositories listed
• OWLViz: An Open-World Benchmark for Visual Question Answering
  4 Mar 2025 0 repositories listed
• FunBench: Benchmarking Fundus Reading Skills of MLLMs
  2 Mar 2025 0 repositories listed
• CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering
  1 Mar 2025 0 repositories listed
• Fine-Grained Retrieval-Augmented Generation for Visual Question Answering
  28 Feb 2025 0 repositories listed
• Can Large Language Models Unveil the Mysteries? An Exploration of Their Ability to Unlock Information in Complex Scenarios
  27 Feb 2025 0 repositories listed
• MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
  26 Feb 2025 0 repositories listed
• Talking to the brain: Using Large Language Models as Proxies to Model Brain Semantic Representation
  26 Feb 2025 0 repositories listed
• Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference
  25 Feb 2025 0 repositories listed
• FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA
  25 Feb 2025 0 repositories listed
• All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark
  24 Feb 2025 0 repositories listed
• Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
  23 Feb 2025 0 repositories listed
• Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images
  23 Feb 2025 0 repositories listed
• Directional Gradient Projection for Robust Fine-Tuning of Foundation Models
  21 Feb 2025 0 repositories listed
• TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba
  21 Feb 2025 0 repositories listed
• Exploring Advanced Techniques for Visual Question Answering: A Comprehensive Comparison
  20 Feb 2025 0 repositories listed
• Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning
  19 Feb 2025 0 repositories listed
• SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models
  18 Feb 2025 0 repositories listed
• "See the World, Discover Knowledge": A Chinese Factuality Evaluation for Large Vision Language Models
  17 Feb 2025 0 repositories listed
• Abduction of Domain Relationships from Data for VQA
  13 Feb 2025 0 repositories listed
• EmoAssist: Emotional Assistant for Visual Impairment Community
  13 Feb 2025 0 repositories listed
• Visual Graph Question Answering with ASP and LLMs for Language Parsing
  13 Feb 2025 0 repositories listed
• Vision-Language Models for Edge Networks: A Comprehensive Survey
  11 Feb 2025 0 repositories listed
• Performance Analysis of Traditional VQA Models Under Limited Computational Resources
  9 Feb 2025 0 repositories listed
• Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment
  7 Feb 2025 0 repositories listed
• Efficient Few-Shot Continual Learning in Vision-Language Models
  6 Feb 2025 0 repositories listed
• Exploring Spatial Language Grounding Through Referring Expressions
  4 Feb 2025 0 repositories listed
• Hypo3D: Exploring Hypothetical Reasoning in 3D
  2 Feb 2025 0 repositories listed
• VLM-Assisted Continual learning for Visual Question Answering in Self-Driving
  2 Feb 2025 0 repositories listed
• Anatomy Might Be All You Need: Forecasting What to Do During Surgery
  29 Jan 2025 0 repositories listed
• Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis
  26 Jan 2025 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.