visual reasoning

Not All Relations Are Equal: Mining Informative Labels for Scene Graph Generation CVPR 2022 On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization EMNLP 2022 Open-Domain, Content-Based, Multi-Modal Fact-Checking of Out-of-Context Images via Online Resources CVPR 2022 QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning NAACL 2022 ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL 2022 RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning ICLR 2022 REX: Reasoning-Aware and Grounded Explanation CVPR 2022 Scene Graph Expansion for Semantics-Guided Image Outpainting CVPR 2022 Video as Conditional Graph Hierarchy for Multi-Granular Question Answering AAAI 2022 Visio-Linguistic Brain Encoding COLING 2022 Visual Abductive Reasoning CVPR 2022 Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe Flows COLING 2022 Voxel-informed Language Grounding ACL 2022 Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality CVPR 2022 Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution CVPR 2021 A Case Study of the Shortcut Effects in Visual Commonsense Reasoning AAAI 2021 ACRE: Abstract Causal REasoning Beyond Covariation CVPR 2021 AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning CVPR 2021 Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering ACL 2021 Attention over Learned Object Embeddings Enables Complex Visual Reasoning NeurIPS 2021 Bottom-Up Shift and Reasoning for Referring Image Segmentation CVPR 2021 Breaking Shortcuts by Masking for Robust Visual Reasoning WACV 2021 Chop Chop BERT: Visual Question Answering by Chopping VisualBERT’s Heads IJCAI 2021 DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue ACL 2021 Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language NeurIPS 2021