Search Results for author: Yuanbo Wen

Found 6 papers, 5 papers with code

Multi-dimension Queried and Interacting Network for Stereo Image Deraining

1 code implementation19 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.

Rain Removal

ANPL: Towards Natural Programming with Interactive Decomposition

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.

Code Generation Program Synthesis

Towards an Effective and Efficient Transformer for Rain-by-snow Weather Removal

1 code implementation6 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.

Image Restoration

From heavy rain removal to detail restoration: A faster and better network

1 code implementation7 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.

Rain Removal

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