WebA Survey on video and language understanding. Contribute to liveseongho/Awesome-Video-Language-Understanding development by creating an account on GitHub. Web• Augment VQA dataset so that image modality is needed to answer the question correctly. • For each triplet (I,Q,A) in the dataset, introduce a triplet (I’,Q,A’), s.t. I’ is similar to I but the ... KnowIT VQA • This task focuses on answering questions requiring understanding of temporal, visual and textual modalities.

Recent Advances in Video Question Answering: A Review of

WebOct 21, 2024 · First, we introduce KnowIT VQA, a video dataset with 24,282 human-generated question-answer pairs about a popular sitcom. The dataset combines visual, textual, and temporal coherence reasoning with knowledge-based questions, which need the experience obtained from the viewing of the series to be answered. Second, we propose a … WebFeb 23, 2024 · KnowIT VQA (knowledge informed temporal VQA) dataset tries to resolve the limited reasoning capabilities of previous datasets by incorporating external knowledge. External knowledge will help reasoning beyond the visual and textual content present in the videos. The collected dataset comprises of videos annotated with knowledge-based … fedex home pickup fee

KnowIT VQA: Answering Knowledge-Based Questions about Videos

WebLeverage Our Recruiting Expertise To Find The Best Technical Talent. We are the partner you can count on to consistently deliver the technical talent critical to your success. The … WebNov 29, 2024 · From the perspective of video understanding, a good VideoQA framework needs to understand the video content at different semantic levels and flexibly integrate the diverse video content to distill question-related content. To this end, we propose a Lightweight Visual-Linguistic Reasoning framework named LiVLR. Specifically, LiVLR … WebAbstract Video question answering (VideoQA) is designed to answer a given question based on a relevant video clip. The current available large-scale datasets have made it possible to formulate VideoQA as the joint understanding of visual and language information. fedex homewood il