| Unsupervised Representation Learning Facilitates Human-like Spatial Reasoning | Oct 12, 2021 | Representation LearningSpatial Reasoning | —Unverified | 0 |
| Grounding Natural Language Instructions: Can Large Language Models Capture Spatial Information? | Sep 17, 2021 | Spatial Reasoning | CodeCode Available | 0 |
| SORNet: Spatial Object-Centric Representations for Sequential Manipulation | Sep 8, 2021 | ObjectRelation Classification | CodeCode Available | 0 |
| Weakly Supervised Relative Spatial Reasoning for Visual Question Answering | Sep 4, 2021 | Question AnsweringSpatial Reasoning | CodeCode Available | 0 |
| LanguageRefer: Spatial-Language Model for 3D Visual Grounding | Jul 7, 2021 | 3D visual groundingLanguage Modeling | —Unverified | 0 |
| Towards Navigation by Reasoning over Spatial Configurations | May 14, 2021 | Spatial Reasoning | —Unverified | 0 |
| A Self-Supervised Auxiliary Loss for Deep RL in Partially Observable Settings | Apr 17, 2021 | NavigateSpatial Reasoning | —Unverified | 0 |
| Global Information Guided Video Anomaly Detection | Apr 14, 2021 | Anomaly DetectionSpatial Reasoning | —Unverified | 0 |
| Commonsense Spatial Reasoning for Visually Intelligent Agents | Apr 1, 2021 | Spatial Reasoning | —Unverified | 0 |
| Stride and Translation Invariance in CNNs | Mar 18, 2021 | Data Augmentationimage-classification | —Unverified | 0 |
| Long Range Arena : A Benchmark for Efficient Transformers | Jan 1, 2021 | 16kBenchmarking | —Unverified | 0 |
| Ego-Centric Spatial Memory Networks | Jan 1, 2021 | CPUGPU | —Unverified | 0 |
| Commonsense Visual Sensemaking for Autonomous Driving: On Generalised Neurosymbolic Online Abduction Integrating Vision and Semantics | Dec 28, 2020 | Autonomous DrivingQuestion Answering | —Unverified | 0 |
| Spatial Reasoning from Natural Language Instructions for Robot Manipulation | Dec 26, 2020 | Robot ManipulationSpatial Reasoning | —Unverified | 0 |
| LABNet: Local Graph Aggregation Network with Class Balanced Loss for Vehicle Re-Identification | Nov 29, 2020 | Spatial ReasoningVehicle Re-Identification | —Unverified | 0 |
| Guided Navigation from Multiple Viewpoints using Qualitative Spatial Reasoning | Nov 3, 2020 | Spatial Reasoning | CodeCode Available | 0 |
| Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks | Nov 1, 2020 | Common Sense ReasoningQuestion Answering | —Unverified | 0 |
| From Spatial Relations to Spatial Configurations | Jul 19, 2020 | Abstract Meaning RepresentationNatural Language Understanding | —Unverified | 0 |
| History-Aware Question Answering in a Blocks World Dialogue System | May 26, 2020 | Natural Language UnderstandingQuestion Answering | —Unverified | 0 |
| VisualEchoes: Spatial Image Representation Learning through Echolocation | May 4, 2020 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests | Apr 11, 2020 | Question AnsweringSpatial Reasoning | —Unverified | 0 |
| Following Instructions by Imagining and Reaching Visual Goals | Jan 25, 2020 | Instruction FollowingReinforcement Learning | —Unverified | 0 |
| Fine-grained Qualitative Spatial Reasoning about Point Positions | Nov 15, 2019 | Spatial Reasoning | —Unverified | 0 |
| A Spoken Dialogue System for Spatial Question Answering in a Physical Blocks World | Nov 6, 2019 | Natural Language UnderstandingQuestion Answering | —Unverified | 0 |
| What is needed for simple spatial language capabilities in VQA? | Aug 17, 2019 | DiagnosticQuestion Answering | —Unverified | 0 |
