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Yiqi Zhu

2 accepted papers

2025

CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models

CVPR 2025poster

Vision-Language Models (VLMs) have recently witnessed significant progress in visual comprehension. As the permitting length of image context grows, VLMs can now comprehend a broader range of views and spaces. Current benchmarks provide insightful analysis of VLMs in tasks involving complex visual i…

2024

Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion

ACL 2024long

With the bloom of Large Language Models (LLMs), Multimodal Large Language Models (MLLMs) that incorporate LLMs with pre-trained vision models have recently demonstrated impressive performance across diverse vision-language tasks. However, they fall short to comprehend context involving multiple imag…