Multi-granularity relational attention network for audio-visual question answering
Recent methods for video question answering (VideoQA), aiming to generate answers
based on given questions and video content, have made significant progress in cross-modal …
based on given questions and video content, have made significant progress in cross-modal …
A universal quaternion hypergraph network for multimodal video question answering
Fusion and interaction of multimodal features are essential for video question answering.
Structural information composed of the relationships between different objects in videos is …
Structural information composed of the relationships between different objects in videos is …
Long Story Short: a Summarize-then-Search Method for Long Video Question Answering
Large language models such as GPT-3 have demonstrated an impressive capability to
adapt to new tasks without requiring task-specific training data. This capability has been …
adapt to new tasks without requiring task-specific training data. This capability has been …
Hierarchical Synergy-Enhanced Multimodal Relational Network for Video Question Answering
Video question answering (VideoQA) is challenging as it requires reasoning about natural
language and multimodal interactive relations. Most existing methods apply attention …
language and multimodal interactive relations. Most existing methods apply attention …
Temporal pyramid transformer with multimodal interaction for video question answering
Video question answering (VideoQA) is challenging given its multimodal combination of
visual understanding and natural language understanding. While existing approaches …
visual understanding and natural language understanding. While existing approaches …
Multi-Semantic Alignment Co-Reasoning Network for Video Question Answering
M Peng, L Liu, Z Li, Y Shi, X Zhou - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Video question answering challenges models on understanding textual questions with
varying complexity and searching for clues from visual content with different hierarchical …
varying complexity and searching for clues from visual content with different hierarchical …
Triple Attention Network architecture for MovieQA
A Shah, TH Lin, S Wu - arXiv preprint arXiv:2111.09531, 2021 - arxiv.org
Movie question answering, or MovieQA is a multimedia related task wherein one is provided
with a video, the subtitle information, a question and candidate answers for it. The task is to …
with a video, the subtitle information, a question and candidate answers for it. The task is to …
Time-Evolving Conditional Character-centric Graphs for Movie Understanding
Temporal graph structure learning for long-term human-centric video understanding is
promising but remains challenging due to the scarcity of dense graph annotations for long …
promising but remains challenging due to the scarcity of dense graph annotations for long …