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20232026
most citedA Survey on Multimodal Large Language Models

736 citations · 930 across the 18 of their papers we have counts for

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Showing 2023Show all

6 papers · 1 filter

cs.IR2023★ 25 cited

APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation

Mingjia Yin, Hao Wang, Xiang Xu +7

The sequential recommendation system has been widely studied for its promising effectiveness in capturing dynamic preferences buried in users' sequential behaviors. Despite the con…

cs.CV2023★ 93 cited

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Shukang Yin, Chaoyou Fu, Sirui Zhao +7

Hallucination is a big shadow hanging over the rapidly evolving Multimodal Large Language Models (MLLMs), referring to the phenomenon that the generated text is inconsistent with t…

cs.CV2023

A Solution to CVPR'2023 AQTC Challenge: Video Alignment for Multi-Step Inference

Chao Zhang, Shiwei Wu, Sirui Zhao +2

Affordance-centric Question-driven Task Completion (AQTC) for Egocentric Assistant introduces a groundbreaking scenario. In this scenario, through learning instructional videos, AI…

cs.CV2023★ 736 cited

A Survey on Multimodal Large Language Models

Shukang Yin, Chaoyou Fu, Sirui Zhao +4

Recently, Multimodal Large Language Model (MLLM) represented by GPT-4V has been a new rising research hotspot, which uses powerful Large Language Models (LLMs) as a brain to perfor…

cs.CV2023★ 2 cited

AU-aware graph convolutional network for Macro- and Micro-expression spotting

Shukang Yin, Shiwei Wu, Tong Xu +3

Automatic Micro-Expression (ME) spotting in long videos is a crucial step in ME analysis but also a challenging task due to the short duration and low intensity of MEs. When solvin…

cs.CV2023★ 35 cited

DFME: A New Benchmark for Dynamic Facial Micro-expression Recognition

Sirui Zhao, Huaying Tang, Xinglong Mao +5

One of the most important subconscious reactions, micro-expression (ME), is a spontaneous, subtle, and transient facial expression that reveals human beings' genuine emotion. There…