MUREL: Multimodal Relational Reasoning for Visual Question Answering Feb 25, 2019 Relational Reasoning Visual Question Answering
Code Code Available 5 MUTAN: Multimodal Tucker Fusion for Visual Question Answering May 18, 2017 Visual Question Answering Visual Question Answering (VQA)
Code Code Available 5 COLUMBUS: Evaluating COgnitive Lateral Understanding through Multiple-choice reBUSes Sep 6, 2024 Multiple-choice Question Answering
Code Code Available 5 Multi-Sourced Compositional Generalization in Visual Question Answering May 29, 2025 Question Answering Visual Question Answering
Code Code Available 5 Multi-Target Embodied Question Answering Apr 9, 2019 Embodied Question Answering Navigate
Code Code Available 5 Multi-Page Document Visual Question Answering using Self-Attention Scoring Mechanism Apr 29, 2024 document understanding GPU
Code Code Available 5 Adapting Lightweight Vision Language Models for Radiological Visual Question Answering Jun 17, 2025 Diagnostic Question Answering
Code Code Available 5 Open-Ended Visual Question-Answering Oct 9, 2016 Question Answering Sentence
Code Code Available 5 Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering Sep 23, 2020 Question Answering Visual Question Answering
Code Code Available 5 Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model Jan 12, 2024 Language Modeling Language Modelling
Code Code Available 5 General Greedy De-bias Learning Dec 20, 2021 image-classification Image Classification
Code Code Available 5 Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory Jul 4, 2021 Question Answering Scene Understanding
Code Code Available 5 HalLoc: Token-level Localization of Hallucinations for Vision Language Models Jun 12, 2025 Hallucination Image Captioning
Code Code Available 5 Hallucination Benchmark in Medical Visual Question Answering Jan 11, 2024 Hallucination Medical Visual Question Answering
Code Code Available 5 Multimodal Residual Learning for Visual QA Jun 5, 2016 Multiple-choice Question Answering
Code Code Available 5 Multiscale Byte Language Models -- A Hierarchical Architecture for Causal Million-Length Sequence Modeling Feb 20, 2025 Decoder GPU
Code Code Available 5 NAAQA: A Neural Architecture for Acoustic Question Answering Jun 11, 2021 Acoustic Question Answering Question Answering
Code Code Available 5 Ask Your Neurons: A Deep Learning Approach to Visual Question Answering May 9, 2016 Question Answering Visual Question Answering
Code Code Available 5 Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Jun 6, 2016 Phrase Grounding Visual Grounding
Code Code Available 5 Multimodal Explanations: Justifying Decisions and Pointing to the Evidence Feb 15, 2018 Activity Recognition Explainable Models
Code Code Available 5 GAMIVAL: Video Quality Prediction on Mobile Cloud Gaming Content May 3, 2023 Video Quality Assessment Visual Question Answering (VQA)
Code Code Available 5 Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering Aug 4, 2017 Question Answering Visual Question Answering
Code Code Available 5 Multimodal Hypothetical Summary for Retrieval-based Multi-image Question Answering Dec 19, 2024 Contrastive Learning Language Modeling
Code Code Available 5 Game of Sketches: Deep Recurrent Models of Pictionary-style Word Guessing Jan 29, 2018 Question Answering Visual Question Answering
Code Code Available 5 FVQ: A Large-Scale Dataset and A LMM-based Method for Face Video Quality Assessment Apr 12, 2025 Video Quality Assessment Visual Question Answering (VQA)
Code Code Available 5 Co-attending Regions and Detections with Multi-modal Multiplicative Embedding for VQA Nov 18, 2017 Form Question Answering
Code Code Available 5 Co-attending Free-form Regions and Detections with Multi-modal Multiplicative Feature Embedding for Visual Question Answering Nov 18, 2017 Form Visual Question Answering
Code Code Available 5 Hierarchical Deep Multi-modal Network for Medical Visual Question Answering Sep 27, 2020 Descriptive Medical Visual Question Answering
Code Code Available 5 A Joint Sequence Fusion Model for Video Question Answering and Retrieval Aug 7, 2018 Decoder Multiple-choice
Code Code Available 5 Multi-Image Visual Question Answering Dec 27, 2021 Question Answering Visual Question Answering
Code Code Available 5 Fully Authentic Visual Question Answering Dataset from Online Communities Nov 27, 2023 Question Answering Visual Question Answering
Code Code Available 5 Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering Nov 17, 2015 Image Captioning Question Answering
Code Code Available 5 MQA: Answering the Question via Robotic Manipulation Mar 10, 2020 Imitation Learning Question Answering
Code Code Available 5 Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A Platforms Aug 29, 2018 Community Question Answering General Classification
Code Code Available 5 AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results Apr 24, 2024 Video Quality Assessment Visual Question Answering (VQA)
Code Code Available 5 A simple neural network module for relational reasoning Jun 5, 2017 Image Retrieval with Multi-Modal Query Question Answering
Code Code Available 5 A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models Aug 2, 2017 Question Answering Visual Question Answering
Code Code Available 5 Modulating early visual processing by language Jul 2, 2017 Question Answering Visual Question Answering
Code Code Available 5 CLIPVQA:Video Quality Assessment via CLIP Jul 6, 2024 Video Quality Assessment Visual Question Answering (VQA)
Code Code Available 5 A Simple Baseline for Knowledge-Based Visual Question Answering Oct 20, 2023 In-Context Learning Question Answering
Code Code Available 5 From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models Dec 21, 2022 Question Answering Visual Question Answering
Code Code Available 5 Modularized Zero-shot VQA with Pre-trained Models May 27, 2023 object-detection Object Detection
Code Code Available 5 ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering Jun 6, 2019 Question Answering Video 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 FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering May 27, 2025 Benchmarking Question Answering
Code Code Available 5 ClinKD: Cross-Modal Clinical Knowledge Distiller For Multi-Task Medical Images Feb 9, 2025 Clinical Knowledge Medical Visual Question Answering
Code Code Available 5 A Dataset and Architecture for Visual Reasoning with a Working Memory Mar 16, 2018 Diagnostic Logical Reasoning
Code Code Available 5 How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model? Sep 3, 2024 In-Context Learning Language Modeling
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 CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions Jan 3, 2019 Diagnostic Image Segmentation
Code Code Available 5 