14 citations · 48 across the 9 of their papers we have counts for
9 papers
ControlThinker: Unveiling Latent Semantics for Controllable Image Generation through Visual Reasoning
Feng Han, Yang Jiao, Shaoxiang Chen +3
The field of controllable image generation has seen significant advancements, with various architectures improving generation layout consistency with control signals. However, cont…
OmniGenBench: A Benchmark for Omnipotent Multimodal Generation across 50+ Tasks
Jiayu Wang, Yang Jiao, Yue Yu +4
Recent breakthroughs in large multimodal models (LMMs), such as the impressive GPT-4o-Native, have demonstrated remarkable proficiency in following general-purpose instructions for…
EAGLE: Towards Efficient Arbitrary Referring Visual Prompts Comprehension for Multimodal Large Language Models
Jiacheng Zhang, Yang Jiao, Shaoxiang Chen +2
Recently, Multimodal Large Language Models (MLLMs) have sparked great research interests owing to their exceptional content-reasoning and instruction-following capabilities. To eff…
EventHallusion: Diagnosing Event Hallucinations in Video LLMs
Jiacheng Zhang, Yang Jiao, Shaoxiang Chen +5
Recently, Multimodal Large Language Models (MLLMs) have made significant progress in the video comprehension field. Despite remarkable content reasoning and instruction following c…
Prompting Large Language Models to Reformulate Queries for Moment Localization
Wenfeng Yan, Shaoxiang Chen, Zuxuan Wu +1
The task of moment localization is to localize a temporal moment in an untrimmed video for a given natural language query. Since untrimmed video contains highly redundant contents,…
Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos
Shaoxiang Chen, Wenhao Jiang, Wei Liu +1
Automatically generating sentences to describe events and temporally localizing sentences in a video are two important tasks that bridge language and videos. Recent techniques leve…