Browse State-of-the-Art › Visual Question Answering (VQA) › Papers, page 19

Visual Question Answering (VQA)

Papers archive 2025-07-28

archive papers tagged: 2,167 · with a code link: 1,039 · where Syntology ran a sample: 359 (287 with a run with no instrument failure, 72 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (359 of 2,167 tagged: 287 with a run with no instrument failure, 72 where every run was a failure of Syntology's instrument)

Page 19 of 22: papers 1,801 to 1,900 of 2,167, 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.

• Visual Grounding Strategies for Text-Only Natural Language Processing
  25 Mar 2021 0 repositories listed
• How to Design Sample and Computationally Efficient VQA Models
  22 Mar 2021 0 repositories listed
• A Comprehensive Survey of Scene Graphs: Generation and Application
  17 Mar 2021 0 repositories listed
• VMAF And Variants: Towards A Unified VQA
  13 Mar 2021 0 repositories listed
• Characterizing Misclassifications of Deep NLP Models
  12 Mar 2021 0 repositories listed
• RL-CSDia: Representation Learning of Computer Science Diagrams
  10 Mar 2021 0 repositories listed
• Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues
  1 Mar 2021 0 repositories listed
• Learning Compositional Representation for Few-shot Visual Question Answering
  21 Feb 2021 0 repositories listed
• An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games
  31 Jan 2021 0 repositories listed
• Unanswerable Questions about Images and Texts
  25 Jan 2021 0 repositories listed
• Visual Question Answering based on Local-Scene-Aware Referring Expression Generation
  22 Jan 2021 0 repositories listed
• Understanding in Artificial Intelligence
  17 Jan 2021 0 repositories listed
• Latent Variable Models for Visual Question Answering
  16 Jan 2021 0 repositories listed
• Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge
  15 Jan 2021 0 repositories listed
• Recent Advances in Video Question Answering: A Review of Datasets and Methods
  15 Jan 2021 0 repositories listed
• Understanding the Role of Scene Graphs in Visual Question Answering
  14 Jan 2021 0 repositories listed
• Predicting Relative Depth between Objects from Semantic Features
  12 Jan 2021 0 repositories listed
• Transformers in Vision: A Survey
  4 Jan 2021 0 repositories listed
• Differentiable End-to-End Program Executor for Sample and Computationally Efficient VQA
  1 Jan 2021 0 repositories listed
• Erasure for Advancing: Dynamic Self-Supervised Learning for Commonsense Reasoning
  1 Jan 2021 0 repositories listed
• Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning
  1 Jan 2021 0 repositories listed
• Linguistically Routing Capsule Network for Out-of-Distribution Visual Question Answering
  1 Jan 2021 0 repositories listed
• Unshuffling Data for Improved Generalization in Visual Question Answering
  1 Jan 2021 0 repositories listed
• Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings
  31 Dec 2020 0 repositories listed
• Object-Centric Diagnosis of Visual Reasoning
  21 Dec 2020 0 repositories listed
• KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA
  20 Dec 2020 0 repositories listed
• Trying Bilinear Pooling in Video-QA
  18 Dec 2020 0 repositories listed
• KVL-BERT: Knowledge Enhanced Visual-and-Linguistic BERT for Visual Commonsense Reasoning
  13 Dec 2020 0 repositories listed
• WeaQA: Weak Supervision via Captions for Visual Question Answering
  4 Dec 2020 0 repositories listed
• A Unified Framework for Multilingual and Code-Mixed Visual Question Answering
  1 Dec 2020 0 repositories listed
• Multimodal Graph Networks for Compositional Generalization in Visual Question Answering
  1 Dec 2020 0 repositories listed
• Modular Graph Attention Network for Complex Visual Relational Reasoning
  22 Nov 2020 0 repositories listed
• Logically Consistent Loss for Visual Question Answering
  19 Nov 2020 0 repositories listed
• Generating Natural Questions from Images for Multimodal Assistants
  17 Nov 2020 0 repositories listed
• Reasoning Over History: Context Aware Visual Dialog
  2 Nov 2020 0 repositories listed
• Can Pre-training help VQA with Lexical Variations?
  1 Nov 2020 0 repositories listed
• CapWAP: Image Captioning with a Purpose
  1 Nov 2020 0 repositories listed
• ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention
  1 Nov 2020 0 repositories listed
• Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks
  1 Nov 2020 0 repositories listed
• STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering
  1 Nov 2020 0 repositories listed
• Leveraging Visual Question Answering to Improve Text-to-Image Synthesis
  28 Oct 2020 0 repositories listed
• Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions
  24 Oct 2020 0 repositories listed
• Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering
  17 Oct 2020 0 repositories listed
• New Ideas and Trends in Deep Multimodal Content Understanding: A Review
  16 Oct 2020 0 repositories listed
• Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think!
  13 Oct 2020 0 repositories listed
• Interpretable Neural Computation for Real-World Compositional Visual Question Answering
  10 Oct 2020 0 repositories listed
• Characterizing Datasets for Social Visual Question Answering, and the New TinySocial Dataset
  8 Oct 2020 0 repositories listed
• Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering
  6 Oct 2020 0 repositories listed
• Pathological Visual Question Answering
  6 Oct 2020 0 repositories listed
• Attention Guided Semantic Relationship Parsing for Visual Question Answering
  5 Oct 2020 0 repositories listed
• CAPTION: Correction by Analyses, POS-Tagging and Interpretation of Objects using only Nouns
  2 Oct 2020 0 repositories listed
• ISAAQ -- Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention
  1 Oct 2020 0 repositories listed
• Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network
  30 Sep 2020 0 repositories listed
• Spatial Attention as an Interface for Image Captioning Models
  29 Sep 2020 0 repositories listed
• Regularizing Attention Networks for Anomaly Detection in Visual Question Answering
  21 Sep 2020 0 repositories listed
• A Multimodal Memes Classification: A Survey and Open Research Issues
  17 Sep 2020 0 repositories listed
• Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering
  31 Aug 2020 0 repositories listed
• Visual Question Answering on Image Sets
  27 Aug 2020 0 repositories listed
• Document Visual Question Answering Challenge 2020
  20 Aug 2020 0 repositories listed
• Linguistically-aware Attention for Reducing the Semantic-Gap in Vision-Language Tasks
  18 Aug 2020 0 repositories listed
• Graph Edit Distance Reward: Learning to Edit Scene Graph
  15 Aug 2020 0 repositories listed
• Assisting Scene Graph Generation with Self-Supervision
  8 Aug 2020 0 repositories listed
• Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision
  1 Aug 2020 0 repositories listed
• TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering
  1 Aug 2020 0 repositories listed
• Contrastive Visual-Linguistic Pretraining
  26 Jul 2020 0 repositories listed
• Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder
  13 Jul 2020 0 repositories listed
• Image Captioning with Compositional Neural Module Networks
  10 Jul 2020 0 repositories listed
• Eliminating Catastrophic Interference with Biased Competition
  3 Jul 2020 0 repositories listed
• Visual Question Answering as a Multi-Task Problem
  3 Jul 2020 0 repositories listed
• Scene Graph Reasoning for Visual Question Answering
  2 Jul 2020 0 repositories listed
• The Impact of Explanations on AI Competency Prediction in VQA
  2 Jul 2020 0 repositories listed
• Aligned Dual Channel Graph Convolutional Network for Visual Question Answering
  1 Jul 2020 0 repositories listed
• Multimodal Neural Graph Memory Networks for Visual Question Answering
  1 Jul 2020 0 repositories listed
• Towards Visual Dialog for Radiology
  1 Jul 2020 0 repositories listed
• ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene Graph
  30 Jun 2020 0 repositories listed
• Improving VQA and its Explanations by Comparing Competing Explanations
  28 Jun 2020 0 repositories listed
• Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering
  25 Jun 2020 0 repositories listed
• Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"
  20 Jun 2020 0 repositories listed Syntology 3 ran (of which 0 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 (of 3 harvested samples)
• Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering
  16 Jun 2020 0 repositories listed
• ORD: Object Relationship Discovery for Visual Dialogue Generation
  15 Jun 2020 0 repositories listed
• Exploring Weaknesses of VQA Models through Attribution Driven Insights
  11 Jun 2020 0 repositories listed
• Estimating semantic structure for the VQA answer space
  10 Jun 2020 0 repositories listed
• Counterfactual Vision and Language Learning
  1 Jun 2020 0 repositories listed
• Multimodal grid features and cell pointers for Scene Text Visual Question Answering
  1 Jun 2020 0 repositories listed
• TA-Student VQA: Multi-Agents Training by Self-Questioning
  1 Jun 2020 0 repositories listed
• On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law
  19 May 2020 0 repositories listed
• Visual Relationship Detection using Scene Graphs: A Survey
  16 May 2020 0 repositories listed
• Visual Question Answering with Prior Class Semantics
  4 May 2020 0 repositories listed
• A Corpus for Visual Question Answering Annotated with Frame Semantic Information
  1 May 2020 0 repositories listed
• Image Position Prediction in Multimodal Documents
  1 May 2020 0 repositories listed
• A Novel Attention-based Aggregation Function to Combine Vision and Language
  27 Apr 2020 0 repositories listed
• Visual Question Answering Using Semantic Information from Image Descriptions
  23 Apr 2020 0 repositories listed
• Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision
  20 Apr 2020 0 repositories listed
• Are we pretraining it right? Digging deeper into visio-linguistic pretraining
  19 Apr 2020 0 repositories listed
• Knowledge-Based Visual Question Answering in Videos
  17 Apr 2020 0 repositories listed
• Rephrasing visual questions by specifying the entropy of the answer distribution
  10 Apr 2020 0 repositories listed
• Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing
  8 Apr 2020 0 repositories listed
• Generating Rationales in Visual Question Answering
  4 Apr 2020 0 repositories listed
• Assessing Image Quality Issues for Real-World Problems
  27 Mar 2020 0 repositories listed
• Linguistically Driven Graph Capsule Network for Visual Question Reasoning
  23 Mar 2020 0 repositories listed

Syntology lines on 1 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.