no code implementations • 23 Jan 2024 • Yunpu Zhao, Rui Zhang, Wenyi Li, Di Huang, Jiaming Guo, Shaohui Peng, Yifan Hao, Yuanbo Wen, Xing Hu, Zidong Du, Qi Guo, Ling Li, Yunji Chen
This paper aims to establish an efficient framework for assessing the level of creativity in LLMs.
1 code implementation • 13 Dec 2023 • Yuanbo Wen, Tao Gao, ZiQi Li, Jing Zhang, Ting Chen
Haze obscures remote sensing images, hindering valuable information extraction.
1 code implementation • 19 Sep 2023 • Yuanbo Wen, Tao Gao, ZiQi Li, Jing Zhang, Ting Chen
This module leverages dimension-wise queries that are independent of the input features and employs global context-aware attention (GCA) to capture essential features while avoiding the entanglement of redundant or irrelevant information.
1 code implementation • NeurIPS 2023 • Di Huang, Ziyuan Nan, Xing Hu, Pengwei Jin, Shaohui Peng, Yuanbo Wen, Rui Zhang, Zidong Du, Qi Guo, Yewen Pu, Yunji Chen
We deploy ANPL on the Abstraction and Reasoning Corpus (ARC), a set of unique tasks that are challenging for state-of-the-art AI systems, showing it outperforms baseline programming systems that (a) without the ability to decompose tasks interactively and (b) without the guarantee that the modules can be correctly composed together.
Ranked #4 on Code Generation on HumanEval
1 code implementation • 6 Apr 2023 • Tao Gao, Yuanbo Wen, Kaihao Zhang, Peng Cheng, Ting Chen
Rain-by-snow weather removal is a specialized task in weather-degraded image restoration aiming to eliminate coexisting rain streaks and snow particles.
1 code implementation • 7 May 2022 • Yuanbo Wen, Tao Gao, Jing Zhang, Kaihao Zhang, Ting Chen
This approach comprises two key modules, a rain streaks removal network (R$^2$Net) focusing on accurate rain removal, and a details reconstruction network (DRNet) designed to recover the textural details of rain-free images.