Applications

Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking EMNLP 2021 Bridge To Answer: Structure-Aware Graph Interaction Network for Video Question Answering CVPR 2021 Check It Again:Progressive Visual Question Answering via Visual Entailment ACL 2021 CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval AAAI 2021 COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images EMNLP 2021 Cross-Modal Retrieval Augmentation for Multi-Modal Classification EMNLP 2021 CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization EMNLP 2021 Debiased Visual Question Answering from Feature and Sample Perspectives NeurIPS 2021 Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering EMNLP 2021 Diversity and Consistency: Exploring Visual Question-Answer Pair Generation EMNLP 2021 FIXMYPOSE: Pose Correctional Captioning and Retrieval AAAI 2021 Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules CVPR 2021 Goal-Oriented Gaze Estimation for Zero-Shot Learning CVPR 2021 How Transferable Are Reasoning Patterns in VQA? CVPR 2021 Image Retrieval for Arguments Using Stance-Aware Query Expansion EMNLP 2021 Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering NeurIPS 2021 MIMOQA: Multimodal Input Multimodal Output Question Answering NAACL 2021 Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering ACL 2021 MiniVQA - A resource to build your tailored VQA competition NAACL 2021 MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering EMNLP 2021 MultiModalQA: complex question answering over text, tables and images ICLR 2021 Multi-Scale Progressive Attention Network for Video Question Answering ACL 2021 Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing CVPR 2021 PQA: Perceptual Question Answering CVPR 2021 Predicting Human Scanpaths in Visual Question Answering CVPR 2021