HyperGLM: HyperGraph for Video Scene Graph Generation and Anticipation
Trong-Thuan Nguyen, Pha A. Nguyen, Jackson David Cothren, Alper Yilmaz, Khoa Luu
2025年份
6顶会引用
摘要
uark-cviu.github.io/projects/HyperGLM Figure 1. Our HyperGLM framework supports Video Scene Graph Generation, Anticipation, and Reasoning. HyperGLM constructs scene graphs from observed video frames and predicts relationships in unseen frames by leveraging a unified hypergraph for temporal modeling and comprehensive understanding.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式，引用它的顶会 Paper 也一样。你提问，回答直接引用原文。
引用它的顶会 Paper6
- Directed-Tokens: A Robust Multi-Modality Alignment Approach to Large Language-Vision ModelsThanh-Dat Truong, Huu-Thien Tran, Tran Thai Son, Bhiksha Raj 等NeurIPS 2025 · 被引用 6 次
- φ-DPO: Fairness Direct Preference Optimization Approach to Continual Learning in Large Multimodal ModelsThanh-Dat Truong, Huu-Thien Tran, Jackson David Cothren, Bhiksha Raj 等CVPR 2026 · 被引用 2 次
- Video-CoE: Reinforcing Video Event Prediction via Chain of EventsQile Su, Jing Tang, Rui Chen, Lei Sun 等CVPR 2026 · 被引用 2 次
- Streaming Video Crime Anticipation with Spatio-Temporal Causal ReasoningYusong Wang, Zheyuan Gu, Keyu Mao, Minghao Shao 等CVPR 2026 · 被引用 1 次
- Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video UnderstandingKe Ma, Jiaqi Tang, Bin Guo, Xueting Han 等ACL 2026
它引用的顶会 Paper34
- Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh 等ICML 2021 · 被引用 47,906 次
- An Image is Worth 16x16 Words: Transformers for Image Recognition at ScaleAlexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn 等ICLR 2021 · 被引用 21,477 次
- LoRA: Low-Rank Adaptation of Large Language ModelsEdward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu 等ICLR 2022 · 被引用 18,833 次
- Visual Instruction TuningHaotian Liu, Chunyuan Li, Qingyang Wu, Yong Jae LeeNeurIPS 2023 · 被引用 11,349 次
- Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language ModelsMuhammad Maaz, Hanoona Abdul Rasheed, Salman Khan, Fahad KhanACL 2024 · 被引用 279 次
相关 Paper
- Dynamic Scene Graph Generation via Anticipatory Pre-trainingYiming Li, Xiaoshan Yang, Changsheng XuCVPR 2022 · 被引用 38 次
- From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language ModelsRongjie Li, Songyang Zhang, Dahua Lin, Kai Chen 等CVPR 2024
- Weakly-supervised Video Scene Graph Generation via Unbiased Cross-modal LearningZiyue Wu, Junyu Gao, Changsheng XuACM MM 2023 · 被引用 5 次
- Learning Situation Hyper-Graphs for Video Question AnsweringAisha Urooj Khan, Hilde Kuehne, Bo Wu, Kim Chheu 等CVPR 2023
- Unified Graph Structured Models for Video UnderstandingAnurag Arnab, Chen Sun, Cordelia SchmidICCV 2021 · 被引用 57 次
