Applications

In Defense of Grid Features for Visual Question Answering CVPR 2020 ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention EMNLP 2020 Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA CVPR 2020 KnowIT VQA: Answering Knowledge-Based Questions about Videos AAAI 2020 Language-Conditioned Feature Pyramids for Visual Selection Tasks EMNLP 2020 Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering EMNLP 2020 MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering EMNLP 2020 Modality Shifting Attention Network for Multi-Modal Video Question Answering CVPR 2020 Multimodal Neural Graph Memory Networks for Visual Question Answering ACL 2020 Multi-Question Learning for Visual Question Answering AAAI 2020 On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering CVPR 2020 On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law NeurIPS 2020 Overcoming Language Priors in VQA via Decomposed Linguistic Representations AAAI 2020 Reasoning Over History: Context Aware Visual Dialog EMNLP 2020 Reasoning with Heterogeneous Graph Alignment for Video Question Answering AAAI 2020 Re-Attention for Visual Question Answering AAAI 2020 Refer360∘: A Referring Expression Recognition Dataset in 360∘ Images ACL 2020 REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments CVPR 2020 SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions CVPR 2020 STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering EMNLP 2020 TA-Student VQA: Multi-Agents Training by Self-Questioning CVPR 2020 Temporally Grounding Language Queries in Videos by Contextual Boundary-Aware Prediction AAAI 2020 Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing CVPR 2020 TVQA+: Spatio-Temporal Grounding for Video Question Answering ACL 2020 Unified Vision-Language Pre-Training for Image Captioning and VQA AAAI 2020