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Farong Wen

5 accepted papers

2026

Image Quality Assessment for Embodied AI

ICLR 2026poster

Embodied AI has developed rapidly in recent years, but it is still mainly deployed in laboratories, with various distortions in the Real-world limiting its application. Traditionally, Image Quality Assessment (IQA) methods are applied to predict human preferences for distorted images; however, there…

Cited by 0SourcecodeScholar
2026

Improve MLLM Benchmark Efficiency through Interview

ICASSP 2026poster

The rapid development of Multimodal Large Language Models (MLLM) has led to a wide range of MLLM applications, and a number of benchmark datasets have sprung up in order to assess MLLM abilities. However, full-coverage Q&A testing on large-scale data is resource-intensive and time-consuming. To addr…

Cited by 0SourcePDFScholar
2025

3DGCQA: A Quality Assessment Database for 3D AI-Generated Contents

ICASSP 2025accepted

Although 3D generated content (3DGC) offers advantages in reducing production costs and accelerating design timelines, its quality often falls short when compared to 3D professionally generated content. Common quality issues frequently affect 3DGC, highlighting the importance of timely and effective…

Cited by 0SourceScholar
2025

Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLMs

ICCV 2025poster

Creativity is a fundamental aspect of intelligence, involving the ability to generate novel and appropriate solutions across diverse contexts. While Large Language Models (LLMs) have been extensively evaluated for their creative capabilities, the assessment of Multimodal Large Language Models (MLLMs…

Cited by 0SourcePDFScholar
2025

Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads

ICCV 2025poster

Speech-driven methods for portraits are figuratively known as "Talkers" because of their capability to synthesize speaking mouth shapes and facial movements. Especially with the rapid development of the Text-to-Image (T2I) models, AI-Generated Talking Heads (AGTHs) have gradually become an emerging…