Yuan Yao* — accepted AI-conference papers

2024

AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation

Zanlin Ni, Yulin Wang, Renping Zhou, Rui Lu, Jiayi Guo, Jinyi Hu +3

ECCV 2024poster

"Recent studies have demonstrated the effectiveness of token-based methods for visual content generation. As a representative work, non-autoregressive Transformers (NATs) are able to synthesize images with decent quality in a small number of steps. However, NATs usually necessitate configuring a com…

Cited by 5 Source ↗PDF ↗code ↗Scholar ↗

2024

LLaVA-UHD: an LMM Perceiving any Aspect Ratio and High-Resolution Images

Zonghao Guo, Ruyi Xu, Yuan Yao*, Junbo Cui, Zanlin Ni, Chunjiang Ge +3

ECCV 2024poster

"Visual encoding constitutes the basis of large multimodal models (LMMs) in understanding the visual world. Conventional LMMs process images in fixed sizes and limited resolutions, while recent explorations in this direction are limited in adaptivity, efficiency, and even correctness. In this work,…

Cited by 137 Source ↗PDF ↗code ↗Scholar ↗