| Flexible Frame Selection for Efficient Video Reasoning | Jan 1, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering | Dec 12, 2024 | feature selectionLanguage Modeling | —Unverified | 0 |
| Frame-Subtitle Self-Supervision for Multi-Modal Video Question Answering | Sep 8, 2022 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| Frame-Voyager: Learning to Query Frames for Video Large Language Models | Oct 4, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| FLAASH: Flow-Attention Adaptive Semantic Hierarchical Fusion for Multi-Modal Tobacco Content Analysis | Oct 25, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| First Place Solution to the Multiple-choice Video QA Track of The Second Perception Test Challenge | Sep 20, 2024 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| Leveraging Static Relationships for Intra-Type and Inter-Type Message Passing in Video Question Answering | Apr 3, 2025 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| Lightweight Recurrent Cross-modal Encoder for Video Question Answering | Jun 30, 2023 | Action RecognitionQuestion Answering | CodeCode Available | 0 |
| ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering | Jun 6, 2019 | Question AnsweringVideo Question Answering | CodeCode Available | 0 |
| FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework | Apr 9, 2021 | Language ModellingMultiple-choice | CodeCode Available | 0 |
| Listen Then See: Video Alignment with Speaker Attention | Apr 21, 2024 | cross-modal alignmentQuestion Answering | CodeCode Available | 0 |
| Vamos: Versatile Action Models for Video Understanding | Nov 22, 2023 | EgoSchemaHard Attention | CodeCode Available | 0 |
| Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering | May 9, 2022 | multimodal interactionQuestion Answering | CodeCode Available | 0 |
| Exploring Temporal Concurrency for Video-Language Representation Learning | Jan 1, 2023 | Dynamic Time WarpingMetric Learning | CodeCode Available | 0 |
| Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering | Apr 8, 2019 | Question AnsweringVideo Question Answering | CodeCode Available | 0 |
| A Joint Sequence Fusion Model for Video Question Answering and Retrieval | Aug 7, 2018 | DecoderMultiple-choice | CodeCode Available | 0 |
| Verbs in Action: Improving verb understanding in video-language models | Apr 13, 2023 | Contrastive LearningQuestion Answering | CodeCode Available | 0 |
| ActBERT: Learning Global-Local Video-Text Representations | Nov 14, 2020 | Action SegmentationQuestion Answering | CodeCode Available | 0 |
| LLaVA-OneVision: Easy Visual Task Transfer | Aug 6, 2024 | 3D Question Answering (3D-QA) | CodeCode Available | 0 |
| Enhancing Temporal Modeling of Video LLMs via Time Gating | Oct 8, 2024 | MVBenchQuestion Answering | CodeCode Available | 0 |
| Question-Instructed Visual Descriptions for Zero-Shot Video Question Answering | Feb 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos | May 29, 2025 | Question AnsweringVideo Generation | CodeCode Available | 0 |
| VideoQA in the Era of LLMs: An Empirical Study | Aug 8, 2024 | Multimodal Large Language ModelVideo Question Answering | CodeCode Available | 0 |
| Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval | Jun 5, 2022 | RetrievalSentence | CodeCode Available | 0 |
| Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning | Mar 6, 2020 | Density EstimationNoise Estimation | CodeCode Available | 0 |
