| xGen-MM-Vid (BLIP-3-Video): You Only Need 32 Tokens to Represent a Video Even in VLMs | Oct 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Prompting Video-Language Foundation Models with Domain-specific Fine-grained Heuristics for Video Question Answering | Oct 12, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models | Oct 10, 2024 | Conformal PredictionLanguage Modeling | —Unverified | 0 |
| Enhancing Multimodal LLM for Detailed and Accurate Video Captioning using Multi-Round Preference Optimization | Oct 9, 2024 | Audio captioningLarge Language Model | —Unverified | 0 |
| Enhancing Temporal Modeling of Video LLMs via Time Gating | Oct 8, 2024 | MVBenchQuestion Answering | CodeCode Available | 0 |
| ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition | Oct 8, 2024 | Action RecognitionMultiple-choice | —Unverified | 0 |
| Frame-Voyager: Learning to Query Frames for Video Large Language Models | Oct 4, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| Video Instruction Tuning With Synthetic Data | Oct 3, 2024 | 3D Question Answering (3D-QA) | —Unverified | 0 |
| Video DataFlywheel: Resolving the Impossible Data Trinity in Video-Language Understanding | Sep 29, 2024 | DiversityQuestion 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 |
| Uncertainty-Guided Self-Questioning and Answering for Video-Language Alignment | Sep 17, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| QTG-VQA: Question-Type-Guided Architectural for VideoQA Systems | Sep 14, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| Multi-object event graph representation learning for Video Question Answering | Sep 12, 2024 | Contrastive LearningGraph Representation Learning | —Unverified | 0 |
| Top-down Activity Representation Learning for Video Question Answering | Sep 12, 2024 | Question AnsweringRepresentation Learning | —Unverified | 0 |
| Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models | Aug 22, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| LongVILA: Scaling Long-Context Visual Language Models for Long Videos | Aug 19, 2024 | Video CaptioningVideo Question Answering | —Unverified | 0 |
| LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning | Aug 15, 2024 | Answer GenerationQuestion-Answer-Generation | —Unverified | 0 |
| Continuous Perception Benchmark | Aug 15, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| VideoQA in the Era of LLMs: An Empirical Study | Aug 8, 2024 | Multimodal Large Language ModelVideo Question Answering | CodeCode Available | 0 |
| LLaVA-OneVision: Easy Visual Task Transfer | Aug 6, 2024 | 3D Question Answering (3D-QA) | CodeCode Available | 0 |
| Causal Understanding For Video Question Answering | Jul 23, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| End-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive Sampling | Jul 21, 2024 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| VDMA: Video Question Answering with Dynamically Generated Multi-Agents | Jul 4, 2024 | EgoSchemaQuestion Answering | —Unverified | 0 |
| MAMA: Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning | Jul 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| KeyVideoLLM: Towards Large-scale Video Keyframe Selection | Jul 3, 2024 | Data CompressionManagement | —Unverified | 0 |
