Video understanding with large language models: A survey
With the burgeoning growth of online video platforms and the escalating volume of video
content, the demand for proficient video understanding tools has intensified markedly. Given …
content, the demand for proficient video understanding tools has intensified markedly. Given …
Freeva: Offline mllm as training-free video assistant
W Wu - arXiv preprint arXiv:2405.07798, 2024 - arxiv.org
This paper undertakes an empirical study to revisit the latest advancements in Multimodal
Large Language Models (MLLMs): Video Assistant. This study, namely FreeVA, aims to …
Large Language Models (MLLMs): Video Assistant. This study, namely FreeVA, aims to …
Ada-VAD: Domain Adaptable Video Anomaly Detection
Video anomaly detection (VAD) aims at identifying unusual behaviors from videos. Most of
the existing video anomaly detection methods can achieve promising performance in the …
the existing video anomaly detection methods can achieve promising performance in the …
Dense Connector for MLLMs
Do we fully leverage the potential of visual encoder in Multimodal Large Language Models
(MLLMs)? The recent outstanding performance of MLLMs in multimodal understanding has …
(MLLMs)? The recent outstanding performance of MLLMs in multimodal understanding has …
Hallucination Mitigation Prompts Long-term Video Understanding
Y Sun, Z Liu, C Liu, B Pu, Z Zhang, H Xie - arXiv preprint arXiv:2406.11333, 2024 - arxiv.org
Recently, multimodal large language models have made significant advancements in video
understanding tasks. However, their ability to understand unprocessed long videos is very …
understanding tasks. However, their ability to understand unprocessed long videos is very …
De-biased Multimodal Electrocardiogram Analysis
H Li, Z Li, Y Mao, Z Liu, Z Sun, Z Huang - arXiv preprint arXiv:2411.14795, 2024 - arxiv.org
Multimodal large language models (MLLMs) are increasingly being applied in the medical
field, particularly in medical imaging. However, developing MLLMs for ECG signals, which …
field, particularly in medical imaging. However, developing MLLMs for ECG signals, which …
[PDF][PDF] Indian Institute of Science July 2017–May 2018
U Bhattacharya - ACM International Conference on Multimedia (ACMMM … - cs.umd.edu
Uttaran Bhattacharya Uttaran Bhattacharya Page 1 Uttaran Bhattacharya Uttaran Bhattacharya
uttaran-bhattacharya uttaranb127.github.io UttaranB127 Professional Experience Adobe Inc …
uttaran-bhattacharya uttaranb127.github.io UttaranB127 Professional Experience Adobe Inc …