Measuring Faithful and Plausible Visual Grounding in VQA May 24, 2023 Question Answering Visual Grounding
Code Code Available 5 EaSe: A Diagnostic Tool for VQA based on Answer Diversity Jun 1, 2021 Diagnostic Diversity
Code Code Available 5 Dynamic Task and Weight Prioritization Curriculum Learning for Multimodal Imagery Oct 29, 2023 Deep Learning Multimodal Deep Learning
Code Code Available 5 Learning to Count Objects in Natural Images for Visual Question Answering Feb 15, 2018 Visual Question Answering Visual Question Answering (VQA)
Code Code Available 5 Dynamic Memory Networks for Visual and Textual Question Answering Mar 4, 2016 Question Answering Visual Question Answering
Code Code Available 5 Targeted Visual Prompting for Medical Visual Question Answering Aug 6, 2024 Medical Visual Question Answering Question Answering
Code Code Available 5 Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering Mar 6, 2022 Graph Attention Question Answering
Code Code Available 5 MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks Mar 29, 2023 Cross-Modal Retrieval Decoder
Code Code Available 5 Breaking Annotation Barriers: Generalized Video Quality Assessment via Ranking-based Self-Supervision May 6, 2025 Learning-To-Rank Self-Supervised Learning
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 DVQA: Understanding Data Visualizations via Question Answering Jan 24, 2018 Articles Chart Question Answering
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 M^2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base Dec 16, 2023 cross-modal alignment Knowledge Graphs
Code Code Available 5 LXMERT Model Compression for Visual Question Answering Oct 23, 2023 model Model Compression
Code Code Available 5 μ-Bench: A Vision-Language Benchmark for Microscopy Understanding Jul 1, 2024 Cell Detection Classification
Code Code Available 5 DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue Nov 17, 2019 feature selection Question Answering
Code Code Available 5 Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering Apr 22, 2024 Language Modeling Language Modelling
Code Code Available 5 Dual Recurrent Attention Units for Visual Question Answering Feb 1, 2018 Question Answering Visual Question Answering
Code Code Available 5 DrishtiKon: Multi-Granular Visual Grounding for Text-Rich Document Images Jun 26, 2025 document understanding Optical Character Recognition (OCR)
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 Lightweight Recurrent Cross-modal Encoder for Video Question Answering Jun 30, 2023 Action Recognition 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 Logical Implications for Visual Question Answering Consistency Mar 16, 2023 Language Modeling Language Modelling
Code Code Available 5 Dual Attention Networks for Visual Reference Resolution in Visual Dialog Feb 25, 2019 AI Agent Question Answering
Code Code Available 5 Locally Smoothed Neural Networks Nov 22, 2017 Face Verification 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 Dual Attention Networks for Multimodal Reasoning and Matching Nov 2, 2016 Collaborative Inference Image-text matching
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 Looking Beyond Visible Cues: Implicit Video Question Answering via Dual-Clue Reasoning Jun 9, 2025 Future prediction Question Answering
Code Code Available 5 Mimic and Fool: A Task Agnostic Adversarial Attack Jun 11, 2019 Adversarial Attack Image Captioning
Code Code Available 5 Simple Baseline for Visual Question Answering Dec 7, 2015 Visual Question Answering Visual Question Answering (VQA)
Code Code Available 5 Less Is More: Linear Layers on CLIP Features as Powerful VizWiz Model Jun 10, 2022 Question Answering Task 2
— Unverified 0 LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning? Mar 25, 2025 Autonomous Navigation Question Answering
— Unverified 0 Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision Apr 20, 2020 counterfactual image-classification
— Unverified 0 Learning Visual Knowledge Memory Networks for Visual Question Answering Jun 13, 2018 Question Answering Visual Question Answering
— Unverified 0 D-Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions Jul 2, 2024 Diagnostic Instruction Following
— Unverified 0 An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data Jun 1, 2018 General Classification Question Answering
— Unverified 0 Learning to Specialize with Knowledge Distillation for Visual Question Answering Dec 1, 2018 General Classification General Knowledge
— Unverified 0 Learning to Select Question-Relevant Relations for Visual Question Answering Jun 1, 2021 Graph Attention Question Answering
— Unverified 0 Learning to Recognize the Unseen Visual Predicates Sep 25, 2019 Question Answering Visual Question Answering
— Unverified 0 Neural Reasoning, Fast and Slow, for Video Question Answering Jul 10, 2019 Natural Questions Question Answering
— Unverified 0 DoReMi: Grounding Language Model by Detecting and Recovering from Plan-Execution Misalignment Jul 1, 2023 Language Modeling Language Modelling
— Unverified 0 Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Nov 20, 2024 Question Answering Visual Question Answering (VQA)
— Unverified 0 An Evaluation of GPT-4V and Gemini in Online VQA Dec 17, 2023 Question Answering Visual Question Answering
— Unverified 0 Adventurer's Treasure Hunt: A Transparent System for Visually Grounded Compositional Visual Question Answering based on Scene Graphs Jun 28, 2021 Question Answering Task 2
— Unverified 0 Learning to Disambiguate by Asking Discriminative Questions Aug 9, 2017 Benchmarking Image Captioning
— Unverified 0 Domain-robust VQA with diverse datasets and methods but no target labels Mar 29, 2021 Domain Adaptation Object Recognition
— Unverified 0 Do Explanations make VQA Models more Predictable to a Human? Oct 29, 2018 Question Answering Visual Question Answering
— Unverified 0 Learning to Compress Contexts for Efficient Knowledge-based Visual Question Answering Sep 11, 2024 Question Answering Visual Question Answering
— Unverified 0 Learning to Compose Diversified Prompts for Image Emotion Classification Jan 26, 2022 Classification Emotion Classification
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