no code implementations • 26 Sep 2024 • Xin Hong, Yuan Gong, Vidhyasaharan Sethu, Ting Dang
Recent advancements in Large Language Models (LLMs) have demonstrated great success in many Natural Language Processing (NLP) tasks.
no code implementations • 14 Jul 2024 • Yuyan Ni, Shikun Feng, Xin Hong, Yuancheng Sun, Wei-Ying Ma, Zhi-Ming Ma, Qiwei Ye, Yanyan Lan
Deep learning methods have been considered promising for accelerating molecular screening in drug discovery and material design.
no code implementations • 28 May 2024 • Yuanle Mo, Xin Hong, Bowen Gao, Yinjun Jia, Yanyan Lan
Protein-protein interactions are central mediators in many biological processes.
1 code implementation • 3 May 2023 • Wanqing Cui, Xin Hong, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng
Humans can naturally reason from superficial state differences (e. g. ground wetness) to transformations descriptions (e. g. raining) according to their life experience.
1 code implementation • 2 May 2023 • Xin Hong, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng
Such \textbf{state driven} visual reasoning has limitations in reflecting the ability to infer the dynamics between different states, which has shown to be equally important for human cognition in Piaget's theory.
1 code implementation • 15 Jun 2022 • Mohammed A. M. Elhassan, Chenhui Yang, Chenxi Huang, Tewodros Legesse Munea, Xin Hong, Abuzar B. M. Adam, Amina Benabid
This paper presents a new model to achieve a trade-off between accuracy/speed for real-time road scene semantic segmentation.
Ranked #1 on
Real-Time Semantic Segmentation
on Cityscapes
2 code implementations • 11 Mar 2021 • Yuqi Huo, Manli Zhang, Guangzhen Liu, Haoyu Lu, Yizhao Gao, Guoxing Yang, Jingyuan Wen, Heng Zhang, Baogui Xu, Weihao Zheng, Zongzheng Xi, Yueqian Yang, Anwen Hu, Jinming Zhao, Ruichen Li, Yida Zhao, Liang Zhang, Yuqing Song, Xin Hong, Wanqing Cui, Danyang Hou, Yingyan Li, Junyi Li, Peiyu Liu, Zheng Gong, Chuhao Jin, Yuchong Sun, ShiZhe Chen, Zhiwu Lu, Zhicheng Dou, Qin Jin, Yanyan Lan, Wayne Xin Zhao, Ruihua Song, Ji-Rong Wen
We further construct a large Chinese multi-source image-text dataset called RUC-CAS-WenLan for pre-training our BriVL model.
Ranked #1 on
Image Retrieval
on RUC-CAS-WenLan
1 code implementation • CVPR 2021 • Xin Hong, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng
Following this definition, a new dataset namely TRANCE is constructed on the basis of CLEVR, including three levels of settings, i. e.~Basic (single-step transformation), Event (multi-step transformation), and View (multi-step transformation with variant views).
no code implementations • 6 Sep 2020 • Xin Hong, Xiangzhen Zhou, Sanjiang Li, Yuan Feng, Mingsheng Ying
Tensor networks have been successfully applied in simulation of quantum physical systems for decades.
Quantum Physics Data Structures and Algorithms
no code implementations • 1 Jun 2020 • Linfang Hou, Liang Pang, Xin Hong, Yanyan Lan, Zhi-Ming Ma, Dawei Yin
Robust Reinforcement Learning aims to find the optimal policy with some extent of robustness to environmental dynamics.
5 code implementations • 17 Apr 2019 • Xin Hong, Pengfei Xiong, Renhe Ji, Haoqiang Fan
The fusion block not only provides a smooth fusion between restored and existing content, but also provides an attention map to make network focus more on the unknown pixels.