| From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering | May 30, 2022 | counterfactualDescriptive | CodeCode Available | 1 |
| Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners | May 22, 2022 | AttributeAutomatic Speech Recognition | CodeCode Available | 1 |
| Modeling Semantic Composition with Syntactic Hypergraph for Video Question Answering | May 13, 2022 | Question AnsweringSemantic Composition | —Unverified | 0 |
| Learning to Answer Visual Questions from Web Videos | May 10, 2022 | Dataset GenerationQuestion Answering | CodeCode Available | 1 |
| Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering | May 9, 2022 | multimodal interactionQuestion Answering | CodeCode Available | 0 |
| Overview of the MedVidQA 2022 Shared Task on Medical Video Question-Answering | May 1, 2022 | Question AnsweringVideo Classification | —Unverified | 0 |
| Video Language Co-Attention with Multimodal Fast-Learning Feature Fusion for VideoQA | May 1, 2022 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| Flamingo: a Visual Language Model for Few-Shot Learning | Apr 29, 2022 | Few-Shot LearningGenerative Visual Question Answering | CodeCode Available | 4 |
| Rethinking Multi-Modal Alignment in Video Question Answering from Feature and Sample Perspectives | Apr 25, 2022 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| Measuring Compositional Consistency for Video Question Answering | Apr 14, 2022 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| Revitalize Region Feature for Democratizing Video-Language Pre-training of Retrieval | Mar 15, 2022 | Question AnsweringRetrieval | CodeCode Available | 1 |
| All in One: Exploring Unified Video-Language Pre-training | Mar 14, 2022 | AllLanguage Modelling | CodeCode Available | 2 |
| Video Question Answering: Datasets, Algorithms and Challenges | Mar 2, 2022 | Question AnsweringVideo Question Answering | CodeCode Available | 1 |
| (2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering | Feb 18, 2022 | Question AnsweringSpatio-temporal Scene Graphs | —Unverified | 0 |
| NEWSKVQA: Knowledge-Aware News Video Question Answering | Feb 8, 2022 | Common Sense ReasoningManagement | —Unverified | 0 |
| CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising | Dec 14, 2021 | Cross-Modal RetrievalDecoder | —Unverified | 0 |
| Video as Conditional Graph Hierarchy for Multi-Granular Question Answering | Dec 12, 2021 | Question AnsweringVideo Question Answering | CodeCode Available | 1 |
| Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering | Dec 1, 2021 | Multimodal ReasoningQuestion Answering | —Unverified | 0 |
| AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant | Nov 30, 2021 | Question AnsweringRetrieval | CodeCode Available | 1 |
| LiVLR: A Lightweight Visual-Linguistic Reasoning Framework for Video Question Answering | Nov 29, 2021 | DiversityQuestion Answering | —Unverified | 0 |
| SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning | Nov 25, 2021 | Caption GenerationQuestion Answering | CodeCode Available | 1 |
| VIOLET : End-to-End Video-Language Transformers with Masked Visual-token Modeling | Nov 24, 2021 | Question AnsweringRetrieval | CodeCode Available | 1 |
| Fill-in-the-Blank: A Challenging Video Understanding Evaluation Framework | Nov 16, 2021 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions | Nov 16, 2021 | counterfactualDescriptive | —Unverified | 0 |
| Transferring Domain-Agnostic Knowledge in Video Question Answering | Oct 26, 2021 | Question AnsweringTransfer Learning | —Unverified | 0 |
