4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters

1 code implementation • 15 Nov 2023 • Yijie Zhou, Chao Li, Jin Liang, Tianyi Xu, Xin Liu, Jun Xu

The illumination of improperly exposed photographs has been widely corrected using deep convolutional neural networks or Transformers.

4k 8k

OpenAnnotate3D: Open-Vocabulary Auto-Labeling System for Multi-modal 3D Data

no code implementations • 20 Oct 2023 • Yijie Zhou, Likun Cai, Xianhui Cheng, Zhongxue Gan, xiangyang xue, Wenchao Ding

In the era of big data and large models, automatic annotating functions for multi-modal data are of great significance for real-world AI-driven applications, such as autonomous driving and embodied AI.

Autonomous Driving

ODSum: New Benchmarks for Open Domain Multi-Document Summarization

1 code implementation • 16 Sep 2023 • Yijie Zhou, Kejian Shi, Wencai Zhang, Yixin Liu, Yilun Zhao, Arman Cohan

Open-domain Multi-Document Summarization (ODMDS) is a critical tool for condensing vast arrays of documents into coherent, concise summaries.

Document Summarization Multi-Document Summarization +1

Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation

1 code implementation • 8 Jul 2023 • Yulong Chen, Huajian Zhang, Yijie Zhou, Xuefeng Bai, Yueguan Wang, Ming Zhong, Jianhao Yan, Yafu Li, Judy Li, Michael Zhu, Yue Zhang

Additionally, based on the same intuition, we propose a 2-Step method, which takes both conversation and summary as input to simulate human annotation process.