| 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 |
| Long Range Arena: A Benchmark for Efficient Transformers | Nov 8, 2020 | 16kBenchmarking | CodeCode Available | 1 |
| Guided Navigation from Multiple Viewpoints using Qualitative Spatial Reasoning | Nov 3, 2020 | Spatial Reasoning | CodeCode Available | 0 |
| Decoding Language Spatial Relations to 2D Spatial Arrangements | Nov 1, 2020 | Spatial Reasoning | CodeCode Available | 1 |
| Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks | Nov 1, 2020 | Common Sense ReasoningQuestion Answering | —Unverified | 0 |
| BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues | Oct 20, 2020 | Spatial Reasoning | CodeCode Available | 1 |
| Joint Spatio-Textual Reasoning for Answering Tourism Questions | Sep 28, 2020 | Spatial Reasoning | CodeCode Available | 1 |
| Spatially Aware Multimodal Transformers for TextVQA | Jul 23, 2020 | Optical Character Recognition (OCR)Spatial Reasoning | CodeCode Available | 1 |
| From Spatial Relations to Spatial Configurations | Jul 19, 2020 | Abstract Meaning RepresentationNatural Language Understanding | —Unverified | 0 |
| Learning and Reasoning with the Graph Structure Representation in Robotic Surgery | Jul 7, 2020 | Edge ClassificationGraph Generation | CodeCode Available | 1 |
| 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 |
| SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic Lifting | Apr 25, 2020 | Geographic Question AnsweringGraph Embedding | CodeCode Available | 1 |
| Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests | Apr 11, 2020 | Question AnsweringSpatial Reasoning | —Unverified | 0 |
| SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings | Mar 31, 2020 | Spatial Reasoning | CodeCode Available | 1 |
| Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation | Mar 23, 2020 | DecoderSpatial Reasoning | CodeCode Available | 1 |
| VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions | Mar 11, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| 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 |
| SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition | Aug 7, 2019 | BenchmarkingRelation | CodeCode Available | 1 |
| Challenge of Spatial Cognition for Deep Learning | Jul 30, 2019 | Deep LearningSpatial Reasoning | —Unverified | 0 |
| Learning to encode spatial relations from natural language | May 1, 2019 | Spatial Reasoning | —Unverified | 0 |
