| Co-VQA : Answering by Interactive Sub Question Sequence | Apr 2, 2022 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Analysis of Visual Reasoning on One-Stage Object Detection | Feb 26, 2022 | Objectobject-detection | —Unverified | 0 |
| Joint Answering and Explanation for Visual Commonsense Reasoning | Feb 25, 2022 | Knowledge DistillationQuestion Answering | CodeCode Available | 0 |
| Measuring CLEVRness: Blackbox testing of Visual Reasoning Models | Feb 24, 2022 | BenchmarkingDiagnostic | —Unverified | 0 |
| A Review of Emerging Research Directions in Abstract Visual Reasoning | Feb 21, 2022 | Visual Reasoning | —Unverified | 0 |
| Grammar-Based Grounded Lexicon Learning | Feb 17, 2022 | Network EmbeddingSentence | —Unverified | 0 |
| The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning | Feb 10, 2022 | DiagnosticVisual Abductive Reasoning | CodeCode Available | 0 |
| OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework | Feb 7, 2022 | Image Captioningimage-classification | CodeCode Available | 0 |
| Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization | Feb 2, 2022 | Quantizationreinforcement-learning | —Unverified | 0 |
| Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices | Jan 28, 2022 | Visual Reasoning | —Unverified | 0 |
| Deconfounded Visual Grounding | Dec 31, 2021 | Referring ExpressionVisual Grounding | CodeCode Available | 0 |
| PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning | Dec 9, 2021 | DiagnosticInstance Segmentation | —Unverified | 0 |
| Robust Visual Reasoning via Language Guided Neural Module Networks | Dec 1, 2021 | Question AnsweringReferring Expression | —Unverified | 0 |
| An in-depth experimental study of sensor usage and visual reasoning of robots navigating in real environments | Nov 29, 2021 | BenchmarkingVisual Navigation | —Unverified | 0 |
| Recurrent Vision Transformer for Solving Visual Reasoning Problems | Nov 29, 2021 | Object DetectionVisual Reasoning | —Unverified | 0 |
| Two-stage Rule-induction Visual Reasoning on RPMs with an Application to Video Prediction | Nov 24, 2021 | Logical ReasoningVideo Prediction | —Unverified | 0 |
| Co-VQA : Answering by Interactive Sub Question Sequence | Nov 16, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language | Oct 28, 2021 | counterfactualVisual Reasoning | —Unverified | 0 |
| Neural-guided, Bidirectional Program Search for Abstraction and Reasoning | Oct 22, 2021 | ARCProgram Synthesis | —Unverified | 0 |
| Neural Structure Mapping For Learning Abstract Visual Analogies | Oct 12, 2021 | Visual AnalogiesVisual Reasoning | —Unverified | 0 |
| Measuring CLEVRness: Black-box Testing of Visual Reasoning Models | Sep 29, 2021 | BenchmarkingDiagnostic | —Unverified | 0 |
| INFERNO: Inferring Object-Centric 3D Scene Representations without Supervision | Sep 29, 2021 | ObjectVideo Object Tracking | —Unverified | 0 |
| DAReN: A Collaborative Approach Towards Reasoning And Disentangling | Sep 27, 2021 | DisentanglementInductive Bias | —Unverified | 0 |
| Weakly Supervised Relative Spatial Reasoning for Visual Question Answering | Sep 4, 2021 | Question AnsweringSpatial Reasoning | CodeCode Available | 0 |
| VALSE: A Task-Independent Benchmark for Vision and Language Models centered on Linguistic Phenomena | Aug 17, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Understanding the computational demands underlying visual reasoning | Aug 8, 2021 | Visual Reasoning | —Unverified | 0 |
| Enforcing Consistency in Weakly Supervised Semantic Parsing | Jul 13, 2021 | Semantic ParsingVisual Reasoning | CodeCode Available | 0 |
| Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training | Jun 25, 2021 | Image-text RetrievalQuestion Answering | —Unverified | 0 |
| Bottom-Up Shift and Reasoning for Referring Image Segmentation | Jun 19, 2021 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Explicit Knowledge Incorporation for Visual Reasoning | Jun 19, 2021 | Visual Reasoning | —Unverified | 0 |
| Techniques for Symbol Grounding with SATNet | Jun 16, 2021 | Logical ReasoningVisual Reasoning | CodeCode Available | 0 |
| Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training | May 21, 2021 | Question AnsweringRelation | —Unverified | 0 |
| Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention | May 5, 2021 | Question AnsweringReferring Expression | —Unverified | 0 |
| Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads | Apr 30, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Comparing Visual Reasoning in Humans and AI | Apr 29, 2021 | SentenceVisual Reasoning | —Unverified | 0 |
| `Just because you are right, doesn't mean I am wrong': Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks | Apr 1, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning | Mar 30, 2021 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning | Mar 30, 2021 | counterfactualObject | —Unverified | 0 |
| 'Just because you are right, doesn't mean I am wrong': Overcoming a Bottleneck in the Development and Evaluation of Open-Ended Visual Question Answering (VQA) Tasks | Mar 28, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| ACRE: Abstract Causal REasoning Beyond Covariation | Mar 26, 2021 | BlockingCausal Discovery | —Unverified | 0 |
| Raven's Progressive Matrices Completion with Latent Gaussian Process Priors | Mar 22, 2021 | Answer SelectionGaussian Processes | CodeCode Available | 0 |
| Data augmentation by morphological mixup for solving Raven's Progressive Matrices | Mar 9, 2021 | Data AugmentationVisual Reasoning | —Unverified | 0 |
| UniT: Multimodal Multitask Learning with a Unified Transformer | Feb 22, 2021 | DecoderMultimodal Reasoning | CodeCode Available | 0 |
| Physical Reasoning Using Dynamics-Aware Models | Feb 20, 2021 | Visual Reasoning | CodeCode Available | 0 |
| Improving Scene Graph Classification by Exploiting Knowledge from Texts | Feb 9, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Answer Questions with Right Image Regions: A Visual Attention Regularization Approach | Feb 3, 2021 | Question AnsweringVisual Grounding | CodeCode Available | 0 |
| Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge | Jan 15, 2021 | Question AnsweringVisual Question Answering (VQA) | —Unverified | 0 |
| Transformers in Vision: A Survey | Jan 4, 2021 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Grounding Physical Object and Event Concepts Through Dynamic Visual Reasoning | Jan 1, 2021 | counterfactualObject | —Unverified | 0 |
| Object-Centric Diagnosis of Visual Reasoning | Dec 21, 2020 | DiagnosticObject | —Unverified | 0 |
