1 code implementation • 15 Jan 2025 • Zihao Xu, Yuzhi Tang, Bowen Xu, Qingquan Li
To address this, we propose a diffusion model guided by neural operators for continuous remote sensing image super-resolution (NeurOp-Diff).
no code implementations • 2 Aug 2024 • Zhensu Sun, Haotian Zhu, Bowen Xu, Xiaoning Du, Li Li, David Lo
Inspired by their remarkable capabilities in understanding and generating code, we propose to deal with the runtime errors in a real-time manner using LLMs.
1 code implementation • 1 Aug 2024 • Jian Li, Bowen Xu, Sören Schwertfeger
This paper investigates the use of modern video encoders for robotic datasets.
no code implementations • 5 May 2024 • Aftab Hussain, Md Rafiqul Islam Rabin, Toufique Ahmed, Bowen Xu, Premkumar Devanbu, Mohammad Amin Alipour
Large language models (LLMs) have provided a lot of exciting new capabilities in software development.
no code implementations • 29 Apr 2024 • Bowen Xu, Shaoyu Wu, Kai Liu, Lulu Hu
With the proliferation of large language models (LLMs), the comprehensive alignment of such models across multiple tasks has emerged as a critical area of research.
no code implementations • 16 Apr 2024 • Bowen Xu
This paper aims to establish a consensus on AGI's definition.
no code implementations • 6 Sep 2023 • Jiakun Xu, Bowen Xu, Gui-Song Xia, Liang Dong, Nan Xue
In our experiments, we demonstrate how an effective representation of a road graph significantly enhances the performance of vector road mapping on established benchmarks, without requiring extensive modifications to the neural network architecture.
1 code implementation • 29 Aug 2023 • Haodong He, Jian Ding, Bowen Xu, Gui-Song Xia
The benchmarks we propose and our comprehensive experimental analyses can facilitate research on robust object detection on aerial images.
1 code implementation • 24 Aug 2023 • Bowen Xu
In Artificial Intelligence, sequence prediction task is usually used to test a sequence learning model.
2 code implementations • 23 May 2023 • Truong Giang Nguyen, Thanh Le-Cong, Hong Jin Kang, Ratnadira Widyasari, Chengran Yang, Zhipeng Zhao, Bowen Xu, Jiayuan Zhou, Xin Xia, Ahmed E. Hassan, Xuan-Bach D. Le, David Lo
To address these challenges and boost the effectiveness of prior works, we propose MiDas (Multi-Granularity Detector for Vulnerability Fixes).
no code implementations • 6 May 2023 • Caiyue Zhang, Zipin Liu, Bowen Xu
In this study, a mathematical model for sensorless control of a PMSM is developed using SMO, vector control, and other techniques.
no code implementations • 13 Apr 2023 • Fu-Long Hu, Hai-Tao Zhang, Bowen Xu, Zhe Hu, Wei Ren
Sufficient conditions are derived to guarantee both the minimal-time deadbeat consensus and the instant individual disagreement degree prediction.
no code implementations • 8 Mar 2023 • Aftab Hussain, Md Rafiqul Islam Rabin, Bowen Xu, David Lo, Mohammad Amin Alipour
In this paper, we explore the impact of an unsuperivsed feature enrichment approach based on variable roles on the performance of neural models of code.
4 code implementations • 15 Feb 2023 • Bowen Xu, Mingtao Chen, Wenlong Guan, Lulu Hu
The Pseudo Label Assigner prevents the occurrence of bias caused by a large number of low-quality pseudo labels that may interfere with the Dense Detector during the student-teacher mutual learning mechanism, and the Epoch Adaptor utilizes domain and distribution adaptation to allow Dense Detector to learn globally distributed consistent features, making the training independent of the proportion of labeled data.
1 code implementation • 7 Oct 2022 • Chen Gong, Zhou Yang, Yunpeng Bai, Junda He, Jieke Shi, Kecen Li, Arunesh Sinha, Bowen Xu, Xinwen Hou, David Lo, Tianhao Wang
Our experiments conducted on four tasks and four offline RL algorithms expose a disquieting fact: none of the existing offline RL algorithms is immune to such a backdoor attack.
1 code implementation • 1 Aug 2022 • Bowen Xu, Jiakun Xu, Nan Xue, Gui-Song Xia
We addressed such an issue by exploiting the hierarchical supervision (of bottom-level vertices, mid-level line segments and the high-level regional masks) and proposed a novel interaction mechanism of feature embedding sourced from different levels of supervision signals to obtain reversible building masks for polygonal mapping of buildings.
no code implementations • 2 Jun 2022 • Bowen Xu, Quansheng Ren
However, once a developer tests and debugs the agent with a problem, the never-encountered problem becomes the encountered problem, as a result, the problem is solved by the developers to some extent, exploiting their experience, rather than the agents.
no code implementations • 9 Apr 2021 • Bowen Xu, Fanghong Guo, Changyun Wen, Ruilong Deng, Wen-An Zhang
In this paper, an illustrative case has revealed that modeling errors in transmission lines significantly weaken the detection effectiveness of conventional FDIA approaches.
no code implementations • 14 Jan 2021 • Guowen Xiao, Mengwen Ye, Bowen Xu, Zhendi Chen, Quansheng Ren
The experimental results have shown the effectiveness of the attention mechanisms in different domains for EEG emotion recognition.
Ranked #1 on
Emotion Recognition
on SEED
no code implementations • 3 May 2019 • Amirreza Shirani, Bowen Xu, David Lo, Thamar Solorio, Amin Alipour
The proposed dataset Stack Overflow is a useful resource to develop novel solutions, specifically data-hungry neural network models, for the prediction of relatedness in technical community question-answering forums.
no code implementations • ICLR 2019 • Guodong Zhang, Chaoqi Wang, Bowen Xu, Roger Grosse
Weight decay is one of the standard tricks in the neural network toolbox, but the reasons for its regularization effect are poorly understood, and recent results have cast doubt on the traditional interpretation in terms of $L_2$ regularization.