| Attention over learned object embeddings enables complex visual reasoning | Dec 15, 2020 | ObjectVideo Object Tracking | —Unverified | 0 |
| Odd-One-Out Representation Learning | Dec 14, 2020 | DisentanglementMetric Learning | CodeCode Available | 0 |
| Multi-Label Contrastive Learning for Abstract Visual Reasoning | Dec 3, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Learning from Lexical Perturbations for Consistent Visual Question Answering | Nov 26, 2020 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Interpretable Visual Reasoning via Induced Symbolic Space | Nov 23, 2020 | Visual Question Answering (VQA)Visual Reasoning | CodeCode Available | 0 |
| Contextual Modulation for Relation-Level Metaphor Identification | Oct 12, 2020 | RelationVisual Reasoning | CodeCode Available | 0 |
| CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes | Sep 19, 2020 | Graph Neural NetworkVisual Reasoning | CodeCode Available | 0 |
| A Distance-preserving Matrix Sketch | Sep 8, 2020 | Clusteringfeature selection | CodeCode Available | 0 |
| Video Captioning Using Weak Annotation | Sep 2, 2020 | SentenceVideo Captioning | —Unverified | 0 |
| TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering | Aug 1, 2020 | ObjectQuestion Answering | —Unverified | 0 |
| Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision | Aug 1, 2020 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Few-shot Visual Reasoning with Meta-analogical Contrastive Learning | Jul 23, 2020 | Contrastive LearningLogical Reasoning | —Unverified | 0 |
| Multi-Granularity Modularized Network for Abstract Visual Reasoning | Jul 9, 2020 | Visual GroundingVisual Reasoning | —Unverified | 0 |
| Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering | Jun 25, 2020 | DiversityQuestion Answering | —Unverified | 0 |
| Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning" | Jun 20, 2020 | Graph GenerationQuestion Answering | —Unverified | 0 |
| Abstract Diagrammatic Reasoning with Multiplex Graph Networks | Jun 19, 2020 | Graph Neural NetworkVisual Reasoning | —Unverified | 0 |
| Deep Visual Reasoning: Learning to Predict Action Sequences for Task and Motion Planning from an Initial Scene Image | Jun 9, 2020 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Webly Supervised Knowledge Embedding Model for Visual Reasoning | Jun 1, 2020 | modelRepresentation Learning | —Unverified | 0 |
| Retrieving and Highlighting Action with Spatiotemporal Reference | May 19, 2020 | Action RecognitionCross-Modal Retrieval | —Unverified | 0 |
| Five Points to Check when Comparing Visual Perception in Humans and Machines | Apr 20, 2020 | Decision MakingObject Recognition | CodeCode Available | 0 |
| SHOP-VRB: A Visual Reasoning Benchmark for Object Perception | Apr 6, 2020 | ObjectVisual Reasoning | —Unverified | 0 |
| TextCaps: a Dataset for Image Captioning with Reading Comprehension | Mar 24, 2020 | Image CaptioningOptical Character Recognition | —Unverified | 0 |
| Learning Rope Manipulation Policies Using Dense Object Descriptors Trained on Synthetic Depth Data | Mar 3, 2020 | Robot ManipulationVisual Reasoning | —Unverified | 0 |
| Cops-Ref: A new Dataset and Task on Compositional Referring Expression Comprehension | Mar 1, 2020 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| Smart Home Appliances: Chat with Your Fridge | Dec 19, 2019 | Dataset GenerationVisual Reasoning | CodeCode Available | 0 |
| Transfer Learning in Visual and Relational Reasoning | Nov 27, 2019 | Question AnsweringRelational Reasoning | —Unverified | 0 |
| ChartNet: Visual Reasoning over Statistical Charts using MAC-Networks | Nov 21, 2019 | General ClassificationVisual Reasoning | —Unverified | 0 |
| Temporal Reasoning via Audio Question Answering | Nov 21, 2019 | Audio Question AnsweringDiagnostic | CodeCode Available | 0 |
| Modeling Gestalt Visual Reasoning on the Raven's Progressive Matrices Intelligence Test Using Generative Image Inpainting Techniques | Nov 18, 2019 | Image InpaintingVisual Reasoning | —Unverified | 0 |
| Program synthesis performance constrained by non-linear spatial relations in Synthetic Visual Reasoning Test | Nov 18, 2019 | Few-Shot LearningProgram Synthesis | CodeCode Available | 0 |
| Attention on Abstract Visual Reasoning | Nov 14, 2019 | Program inductionRelation | —Unverified | 0 |
| Big Generalizations with Small Data: Exploring the Role of Training Samples in Learning Adjectives of Size | Nov 1, 2019 | Small Data Image ClassificationVisual Reasoning | —Unverified | 0 |
| Meta Module Network for Compositional Visual Reasoning | Oct 8, 2019 | MORPHVisual Reasoning | CodeCode Available | 0 |
| Modulated Self-attention Convolutional Network for VQA | Oct 8, 2019 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Few-Shot Abstract Visual Reasoning With Spectral Features | Oct 4, 2019 | Few-Shot LearningVisual Reasoning | —Unverified | 0 |
| CLEVRER: CoLlision Events for Video REpresentation and Reasoning | Oct 3, 2019 | counterfactualDescriptive | CodeCode Available | 0 |
| Procedural Reasoning Networks for Understanding Multimodal Procedures | Sep 19, 2019 | Inductive BiasVisual Reasoning | —Unverified | 0 |
| Towards Explainable Neural-Symbolic Visual Reasoning | Sep 19, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Dynamic Graph Attention for Referring Expression Comprehension | Sep 18, 2019 | Graph AttentionReferring Expression | —Unverified | 0 |
| Modelling Working Memory using Deep Recurrent Reinforcement Learning | Sep 11, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices | Jul 29, 2019 | Visual Reasoning | —Unverified | 0 |
| 2nd Place Solution to the GQA Challenge 2019 | Jul 16, 2019 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Learning by Abstraction: The Neural State Machine | Jul 9, 2019 | Visual Question Answering (VQA)Visual Reasoning | CodeCode Available | 0 |
| Learning to Compose and Reason with Language Tree Structures for Visual Grounding | Jun 5, 2019 | Visual GroundingVisual Reasoning | —Unverified | 0 |
| Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence | Jun 1, 2019 | Question AnsweringVisual Reasoning | —Unverified | 0 |
| It's Not About the Journey; It's About the Destination: Following Soft Paths Under Question-Guidance for Visual Reasoning | Jun 1, 2019 | Transfer LearningVisual Reasoning | —Unverified | 0 |
| Iterative Search for Weakly Supervised Semantic Parsing | Jun 1, 2019 | Semantic ParsingVisual Reasoning | —Unverified | 0 |
| Are Disentangled Representations Helpful for Abstract Visual Reasoning? | May 29, 2019 | DisentanglementVisual Reasoning | —Unverified | 0 |
| Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning | May 28, 2019 | Visual Reasoning | CodeCode Available | 0 |
| Deep Reason: A Strong Baseline for Real-World Visual Reasoning | May 24, 2019 | Visual Reasoning | —Unverified | 0 |
