spatial reasoning

What’s “up” with vision-language models? Investigating their struggle with spatial reasoning EMNLP 2023 Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models NeurIPS 2023 BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents AAAI 2022 End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding ACL 2022 Explicit Object Relation Alignment for Vision and Language Navigation ACL 2022 Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations AAAI 2022 LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation COLING 2022 ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL 2022 ScanQA: 3D Question Answering for Spatial Scene Understanding CVPR 2022 Self-Supervised Spatial Reasoning on Multi-View Line Drawings CVPR 2022 Spatial Commonsense Graph for Object Localisation in Partial Scenes CVPR 2022 StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts AAAI 2022 Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning EMNLP 2022 What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning IJCAI 2022 When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks EMNLP 2022 Generalization in Instruction Following Systems NAACL 2021 Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection ICCV 2021 Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment CVPR 2021 Learning to Read Maps: Understanding Natural Language Instructions from Unseen Maps ACL 2021 Qualitative Spatial and Temporal Reasoning: Current Status and Future Challenges IJCAI 2021 Semantic Linking Maps for Active Visual Object Search (Extended Abstract) IJCAI 2021 SORNet: Spatial Object-Centric Representations for Sequential Manipulation CoRL 2021 SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning NAACL 2021 Towards Navigation by Reasoning over Spatial Configurations ACL 2021 Weakly Supervised Relative Spatial Reasoning for Visual Question Answering ICCV 2021