Modularized Zero-shot VQA with Pre-trained Models May 27, 2023 object-detection Object Detection
Code Code Available 5 Bilaterally Slimmable Transformer for Elastic and Efficient Visual Question Answering Mar 24, 2022 GPU Question Answering
Code Code Available 5 Modeling Relationships in Referential Expressions with Compositional Modular Networks Nov 30, 2016 Visual Question Answering (VQA)
Code Code Available 5 Modulating early visual processing by language Jul 2, 2017 Question Answering Visual Question Answering
Code Code Available 5 Is Multimodal Vision Supervision Beneficial to Language? Feb 10, 2023 Image Retrieval Natural Language Understanding
Code Code Available 5 Exploring Modulated Detection Transformer as a Tool for Action Recognition in Videos Sep 21, 2022 Action Detection Action Recognition
Code Code Available 5 Exploring Models and Data for Image Question Answering May 8, 2015 Image Segmentation object-detection
Code Code Available 5 Are Red Roses Red? Evaluating Consistency of Question-Answering Models Jul 1, 2019 Question Answering valid
Code Code Available 5 MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering Nov 1, 2021 multimodal interaction Multiple-choice
Code Code Available 5 Mimic and Fool: A Task Agnostic Adversarial Attack Jun 11, 2019 Adversarial Attack Image Captioning
Code Code Available 5 Explainable and Explicit Visual Reasoning over Scene Graphs Dec 5, 2018 Inductive Bias Visual Question Answering (VQA)
Code Code Available 5 CAST: Cross-modal Alignment Similarity Test for Vision Language Models Sep 17, 2024 cross-modal alignment Question Answering
Code Code Available 5 Cascaded Mutual Modulation for Visual Reasoning Sep 6, 2018 Question Answering Visual Question Answering
Code Code Available 5 ActionCOMET: A Zero-shot Approach to Learn Image-specific Commonsense Concepts about Actions Oct 17, 2024 Visual Question Answering (VQA)
Code Code Available 5 CARETS: A Consistency And Robustness Evaluative Test Suite for VQA Mar 15, 2022 Negation Question Generation
Code Code Available 5 MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding Jan 11, 2020 Image Captioning Image-text Retrieval
Code Code Available 5 Transformer Module Networks for Systematic Generalization in Visual Question Answering Jan 27, 2022 Question Answering Systematic Generalization
Code Code Available 5 MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models Feb 28, 2025 Decision Making Hallucination
Code Code Available 5 Medical Large Vision Language Models with Multi-Image Visual Ability May 25, 2025 Question Answering Visual Question Answering (VQA)
Code Code Available 5 A Question-Centric Model for Visual Question Answering in Medical Imaging Mar 2, 2020 Medical Image Analysis Question Answering
Code Code Available 5 Applying recent advances in Visual Question Answering to Record Linkage Jul 12, 2020 Question Answering Visual Question Answering
Code Code Available 5 Delving Deeper into Cross-lingual Visual Question Answering Feb 15, 2022 Inductive Bias Question Answering
Code Code Available 5 A Dual-Attention Learning Network with Word and Sentence Embedding for Medical Visual Question Answering Oct 1, 2022 Medical Visual Question Answering Question Answering
Code Code Available 5 Knowing Earlier what Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-Task Learning Jul 6, 2022 Diagnostic Multi-Task Learning
Code Code Available 5 Med-PMC: Medical Personalized Multi-modal Consultation with a Proactive Ask-First-Observe-Next Paradigm Aug 16, 2024 Decision Making Medical Visual Question Answering
Code Code Available 5 ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments Oct 8, 2024 Decoder Question Answering
Code Code Available 5 μ-Bench: A Vision-Language Benchmark for Microscopy Understanding Jul 1, 2024 Cell Detection Classification
Code Code Available 5 Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding Mar 18, 2025 document understanding Question Answering
Code Code Available 5 Measuring Faithful and Plausible Visual Grounding in VQA May 24, 2023 Question Answering Visual Grounding
Code Code Available 5 Multimodal Residual Learning for Visual QA Jun 5, 2016 Multiple-choice Question Answering
Code Code Available 5 LXMERT Model Compression for Visual Question Answering Oct 23, 2023 model Model Compression
Code Code Available 5 M^2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base Dec 16, 2023 cross-modal alignment Knowledge Graphs
Code Code Available 5 Enhancing Vietnamese VQA through Curriculum Learning on Raw and Augmented Text Representations Mar 5, 2025 Question Answering Visual Question Answering
Code Code Available 5 Enhancing the AI2 Diagrams Dataset Using Rhetorical Structure Theory May 1, 2018 Question Answering Visual Question Answering (VQA)
Code Code Available 5 Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Dec 2, 2016 Visual Question Answering Visual Question Answering (VQA)
Code Code Available 5 Looking Beyond Visible Cues: Implicit Video Question Answering via Dual-Clue Reasoning Jun 9, 2025 Future prediction Question Answering
Code Code Available 5 Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance View Oct 30, 2020 Face Recognition image-classification
Code Code Available 5 KOFFVQA: An Objectively Evaluated Free-form VQA Benchmark for Large Vision-Language Models in the Korean Language Mar 31, 2025 Form Question Answering
Code Code Available 5 Locally Smoothed Neural Networks Nov 22, 2017 Face Verification Question Answering
Code Code Available 5 Logical Implications for Visual Question Answering Consistency Mar 16, 2023 Language Modeling Language Modelling
Code Code Available 5 Kvasir-VQA: A Text-Image Pair GI Tract Dataset Sep 2, 2024 Image Captioning Image Generation
Code Code Available 5 Kvasir-VQA-x1: A Multimodal Dataset for Medical Reasoning and Robust MedVQA in Gastrointestinal Endoscopy Jun 11, 2025 Medical Visual Question Answering Question Answering
Code Code Available 5 LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question Answering May 29, 2021 Question Answering Visual Question Answering
Code Code Available 5 Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation Jun 27, 2024 Continual Learning Question Answering
Code Code Available 5 LMM-VQA: Advancing Video Quality Assessment with Large Multimodal Models Aug 26, 2024 Large Language Model Video Quality Assessment
Code Code Available 5 Answer Them All! Toward Universal Visual Question Answering Models Mar 1, 2019 All Question Answering
Code Code Available 5 LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery Feb 26, 2024 Continual Learning Exemplar-Free
Code Code Available 5 End-to-end optimization of goal-driven and visually grounded dialogue systems Mar 15, 2017 Decoder Deep Reinforcement Learning
Code Code Available 5 End-to-End Instance Segmentation with Recurrent Attention May 30, 2016 Autonomous Driving Image Captioning
Code Code Available 5 Answer Questions with Right Image Regions: A Visual Attention Regularization Approach Feb 3, 2021 Question Answering Visual Grounding
Code Code Available 5 