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Enhancing Temporal Modeling of Video LLMs via Time Gating

Enhancing Temporal Modeling of Video LLMs via Time Gating

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
8 October 2024
Zi-Yuan Hu
Yiwu Zhong
Shijia Huang
Michael R. Lyu
Liwei Wang
    VLM
ArXiv (abs)PDFHTMLGithub (6★)

Papers citing "Enhancing Temporal Modeling of Video LLMs via Time Gating"

5 / 5 papers shown
Title
A Multimodal Benchmark for Framing of Oil & Gas Advertising and Potential Greenwashing Detection
A Multimodal Benchmark for Framing of Oil & Gas Advertising and Potential Greenwashing Detection
Gaku Morio
Harri Rowlands
Dominik Stammbach
Christopher D. Manning
Peter Henderson
64
0
0
24 Oct 2025
Improving Temporal Understanding Logic Consistency in Video-Language Models via Attention Enhancement
Improving Temporal Understanding Logic Consistency in Video-Language Models via Attention Enhancement
Chengzhi Li
Heyan Huang
Ping Jian
Zhen Yang
Yaning Tian
60
0
0
09 Oct 2025
NeMo: Needle in a Montage for Video-Language Understanding
NeMo: Needle in a Montage for Video-Language Understanding
Zi-Yuan Hu
Shuo Liang
Duo Zheng
Yanyang Li
Yeyao Tao
...
Jianguang Yu
Jing-ling Huang
Meng Fang
Yin Li
Liwei Wang
109
1
0
29 Sep 2025
Causality Matters: How Temporal Information Emerges in Video Language Models
Causality Matters: How Temporal Information Emerges in Video Language Models
Yumeng Shi
Quanyu Long
Yin Wu
Wenya Wang
76
0
0
15 Aug 2025
Valley: Video Assistant with Large Language model Enhanced abilitY
Valley: Video Assistant with Large Language model Enhanced abilitY
Ruipu Luo
Ziwang Zhao
Min Yang
Junwei Dong
Da Li
Pengcheng Lu
Tao Wang
Linmei Hu
Ming-Hui Qiu
MLLM
335
247
0
12 Jun 2023
1