Browse State-of-the-Art › Visual Reasoning › Papers, page 7

Visual Reasoning

Papers archive 2025-07-28

archive papers tagged: 698 · with a code link: 356 · where Syntology ran a sample: 165 (130 with a run with no instrument failure, 35 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (165 of 698 tagged: 130 with a run with no instrument failure, 35 where every run was a failure of Syntology's instrument)

Page 7 of 7: papers 601 to 698 of 698, 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.

• Analysis of Visual Reasoning on One-Stage Object Detection
  26 Feb 2022 0 repositories listed
• Measuring CLEVRness: Blackbox testing of Visual Reasoning Models
  24 Feb 2022 0 repositories listed
• A Review of Emerging Research Directions in Abstract Visual Reasoning
  21 Feb 2022 0 repositories listed
• Grammar-Based Grounded Lexicon Learning
  17 Feb 2022 0 repositories listed
• Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization
  2 Feb 2022 0 repositories listed
• Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices
  28 Jan 2022 0 repositories listed
• Deconfounded Visual Grounding
  31 Dec 2021 0 repositories listed
• PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning
  9 Dec 2021 0 repositories listed
• Robust Visual Reasoning via Language Guided Neural Module Networks
  1 Dec 2021 0 repositories listed
• An in-depth experimental study of sensor usage and visual reasoning of robots navigating in real environments
  29 Nov 2021 0 repositories listed
• Recurrent Vision Transformer for Solving Visual Reasoning Problems
  29 Nov 2021 0 repositories listed
• Two-stage Rule-induction Visual Reasoning on RPMs with an Application to Video Prediction
  24 Nov 2021 0 repositories listed
• Co-VQA : Answering by Interactive Sub Question Sequence
  16 Nov 2021 0 repositories listed
• Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language
  28 Oct 2021 0 repositories listed
• Neural-guided, Bidirectional Program Search for Abstraction and Reasoning
  22 Oct 2021 0 repositories listed
• Neural Structure Mapping For Learning Abstract Visual Analogies
  12 Oct 2021 0 repositories listed
• INFERNO: Inferring Object-Centric 3D Scene Representations without Supervision
  29 Sep 2021 0 repositories listed
• Measuring CLEVRness: Black-box Testing of Visual Reasoning Models
  29 Sep 2021 0 repositories listed
• DAReN: A Collaborative Approach Towards Reasoning And Disentangling
  27 Sep 2021 0 repositories listed
• Weakly Supervised Relative Spatial Reasoning for Visual Question Answering
  4 Sep 2021 0 repositories listed
• VALSE: A Task-Independent Benchmark for Vision and Language Models centered on Linguistic Phenomena
  17 Aug 2021 0 repositories listed
• Understanding the computational demands underlying visual reasoning
  8 Aug 2021 0 repositories listed
• Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training
  25 Jun 2021 0 repositories listed
• Explicit Knowledge Incorporation for Visual Reasoning
  19 Jun 2021 0 repositories listed
• Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training
  21 May 2021 0 repositories listed
• Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention
  5 May 2021 0 repositories listed
• Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads
  30 Apr 2021 0 repositories listed
• Comparing Visual Reasoning in Humans and AI
  29 Apr 2021 0 repositories listed
• `Just because you are right, doesn't mean I am wrong': Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks
  1 Apr 2021 0 repositories listed
• AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning
  30 Mar 2021 0 repositories listed
• Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning
  30 Mar 2021 0 repositories listed
• ACRE: Abstract Causal REasoning Beyond Covariation
  26 Mar 2021 0 repositories listed
• Data augmentation by morphological mixup for solving Raven's Progressive Matrices
  9 Mar 2021 0 repositories listed
• Improving Scene Graph Classification by Exploiting Knowledge from Texts
  9 Feb 2021 0 repositories listed
• Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge
  15 Jan 2021 0 repositories listed
• Transformers in Vision: A Survey
  4 Jan 2021 0 repositories listed
• Grounding Physical Object and Event Concepts Through Dynamic Visual Reasoning
  1 Jan 2021 0 repositories listed
• Object-Centric Diagnosis of Visual Reasoning
  21 Dec 2020 0 repositories listed
• Video Captioning Using Weak Annotation
  2 Sep 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
• Few-shot Visual Reasoning with Meta-analogical Contrastive Learning
  23 Jul 2020 0 repositories listed
• Multi-Granularity Modularized Network for Abstract Visual Reasoning
  9 Jul 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)
• Abstract Diagrammatic Reasoning with Multiplex Graph Networks
  19 Jun 2020 0 repositories listed
• Deep Visual Reasoning: Learning to Predict Action Sequences for Task and Motion Planning from an Initial Scene Image
  9 Jun 2020 0 repositories listed
• Webly Supervised Knowledge Embedding Model for Visual Reasoning
  1 Jun 2020 0 repositories listed
• Retrieving and Highlighting Action with Spatiotemporal Reference
  19 May 2020 0 repositories listed
• SHOP-VRB: A Visual Reasoning Benchmark for Object Perception
  6 Apr 2020 0 repositories listed
• TextCaps: a Dataset for Image Captioning with Reading Comprehension
  24 Mar 2020 0 repositories listed
• Learning Rope Manipulation Policies Using Dense Object Descriptors Trained on Synthetic Depth Data
  3 Mar 2020 0 repositories listed
• Cops-Ref: A new Dataset and Task on Compositional Referring Expression Comprehension
  1 Mar 2020 0 repositories listed
• Transfer Learning in Visual and Relational Reasoning
  27 Nov 2019 0 repositories listed
• ChartNet: Visual Reasoning over Statistical Charts using MAC-Networks
  21 Nov 2019 0 repositories listed
• Modeling Gestalt Visual Reasoning on the Raven's Progressive Matrices Intelligence Test Using Generative Image Inpainting Techniques
  18 Nov 2019 0 repositories listed
• Attention on Abstract Visual Reasoning
  14 Nov 2019 0 repositories listed
• Big Generalizations with Small Data: Exploring the Role of Training Samples in Learning Adjectives of Size
  1 Nov 2019 0 repositories listed
• Modulated Self-attention Convolutional Network for VQA
  8 Oct 2019 0 repositories listed
• Few-Shot Abstract Visual Reasoning With Spectral Features
  4 Oct 2019 0 repositories listed
• Towards Explainable Neural-Symbolic Visual Reasoning
  19 Sep 2019 0 repositories listed
• Procedural Reasoning Networks for Understanding Multimodal Procedures
  19 Sep 2019 0 repositories listed
• Dynamic Graph Attention for Referring Expression Comprehension
  18 Sep 2019 0 repositories listed
• Modelling Working Memory using Deep Recurrent Reinforcement Learning
  11 Sep 2019 0 repositories listed
• V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices
  29 Jul 2019 0 repositories listed
• 2nd Place Solution to the GQA Challenge 2019
  16 Jul 2019 0 repositories listed
• Learning to Compose and Reason with Language Tree Structures for Visual Grounding
  5 Jun 2019 0 repositories listed
• Iterative Search for Weakly Supervised Semantic Parsing
  1 Jun 2019 0 repositories listed
• It's Not About the Journey; It's About the Destination: Following Soft Paths Under Question-Guidance for Visual Reasoning
  1 Jun 2019 0 repositories listed
• Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence
  1 Jun 2019 0 repositories listed
• Are Disentangled Representations Helpful for Abstract Visual Reasoning?
  29 May 2019 0 repositories listed
• Deep Reason: A Strong Baseline for Real-World Visual Reasoning
  24 May 2019 0 repositories listed
• Learning to Collocate Neural Modules for Image Captioning
  18 Apr 2019 0 repositories listed
• Question Guided Modular Routing Networks for Visual Question Answering
  17 Apr 2019 0 repositories listed
• RAVEN: A Dataset for Relational and Analogical Visual rEasoNing
  7 Mar 2019 0 repositories listed
• From Visual to Acoustic Question Answering
  28 Feb 2019 0 repositories listed
• Making History Matter: History-Advantage Sequence Training for Visual Dialog
  25 Feb 2019 0 repositories listed
• Can We Automate Diagrammatic Reasoning?
  13 Feb 2019 0 repositories listed
• Visual Reasoning of Feature Attribution with Deep Recurrent Neural Networks
  17 Jan 2019 0 repositories listed
• Spatial Knowledge Distillation to aid Visual Reasoning
  10 Dec 2018 0 repositories listed
• Learning to Assemble Neural Module Tree Networks for Visual Grounding
  8 Dec 2018 0 repositories listed
• Weakly Supervised Semantic Parsing with Abstract Examples
  1 Jul 2018 0 repositories listed
• Modularity Matters: Learning Invariant Relational Reasoning Tasks
  18 Jun 2018 0 repositories listed
• Lexical Conceptual Structure of Literal and Metaphorical Spatial Language: A Case Study of ``Push''
  1 Jun 2018 0 repositories listed
• Object Ordering with Bidirectional Matchings for Visual Reasoning
  18 Apr 2018 0 repositories listed
• Iterative Visual Reasoning Beyond Convolutions
  29 Mar 2018 0 repositories listed
• Same-different problems strain convolutional neural networks
  9 Feb 2018 0 repositories listed
• Benchmark Visual Question Answer Models by using Focus Map
  13 Jan 2018 0 repositories listed
• Not-So-CLEVR: Visual Relations Strain Feedforward Neural Networks
  1 Jan 2018 0 repositories listed
• Learning to Act Properly: Predicting and Explaining Affordances from Images
  20 Dec 2017 0 repositories listed
• Visual Reasoning with Natural Language
  2 Oct 2017 0 repositories listed
• End-to-End Learning of Semantic Grasping
  6 Jul 2017 0 repositories listed
• A Corpus of Natural Language for Visual Reasoning
  1 Jul 2017 0 repositories listed
• EgoReID: Cross-view Self-Identification and Human Re-identification in Egocentric and Surveillance Videos
  24 Dec 2016 0 repositories listed
• Dual Local-Global Contextual Pathways for Recognition in Aerial Imagery
  18 May 2016 0 repositories listed
• Filling in the details: Perceiving from low fidelity images
  14 Apr 2016 0 repositories listed
• Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects
  2 Feb 2016 0 repositories listed
• Factorization of View-Object Manifolds for Joint Object Recognition and Pose Estimation
  23 Mar 2015 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.