1 code implementation • Findings (EMNLP) 2021 • Lei He, Suncong Zheng, Tao Yang, Feng Zhang
In this work, we propose to incorporate KG (including both entities and relations) into the language learning process to obtain KG-enhanced pretrained Language Model, namely KLMo.
1 code implementation • 22 Apr 2022 • Qun Li, Ziyi Zhang, Fu Xiao, Feng Zhang, Bir Bhanu
A high-resolution network exhibits remarkable capability in extracting multi-scale features for human pose estimation, but fails to capture long-range interactions between joints and has high computational complexity.
1 code implementation • 3 Dec 2021 • Feng Zhang, Yuanjie Shao, Yishi Sun, Kai Zhu, Changxin Gao, Nong Sang
We introduce a Noise Disentanglement Module (NDM) to disentangle the noise and content in the reflectance maps with the reliable aid of unpaired clean images.
Ranked #1 on
Low-Light Image Enhancement
on DICM
(NIQE metric)
1 code implementation • 25 Nov 2021 • Qian Yin, Qingyong Hu, Hao liu, Feng Zhang, Yingqian Wang, Zaiping Lin, Wei An, Yulan Guo
Satellite video cameras can provide continuous observation for a large-scale area, which is important for many remote sensing applications.
no code implementations • Findings (EMNLP) 2021 • Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Xianchao Zhang
Intent classification (IC) and slot filling (SF) are critical building blocks in task-oriented dialogue systems.
1 code implementation • 3 Oct 2021 • Feng Zhang, Xueying Wang, Shilin Zhou, Yingqian Wang
Rotated object detection in aerial images has received increasing attention for a wide range of applications.
no code implementations • 21 Sep 2021 • Feng Zhang, Xiatian Zhu, Chen Wang
Human pose estimation in unconstrained images and videos is a fundamental computer vision task.
no code implementations • 19 Sep 2021 • Chen Wang, Feng Zhang, Xiatian Zhu, Shuzhi Sam Ge
Human pose estimation has achieved significant progress on images with high imaging resolution.
no code implementations • ACL 2021 • Lemao Liu, Haisong Zhang, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Dick Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi
This paper introduces TexSmart, a text understanding system that supports fine-grained named entity recognition (NER) and enhanced semantic analysis functionalities.
no code implementations • ACL 2021 • Xuepeng Wang, Li Zhao, Bing Liu, Tao Chen, Feng Zhang, Di Wang
In this paper, we propose a novel concept-based label embedding method that can explicitly represent the concept and model the sharing mechanism among classes for the hierarchical text classification.
1 code implementation • ACL 2021 • Shulin Liu, Tao Yang, Tianchi Yue, Feng Zhang, Di Wang
In this paper, we propose a Pre-trained masked Language model with Misspelled knowledgE (PLOME) for CSC, which jointly learns how to understand language and correct spelling errors.
1 code implementation • Findings (ACL) 2021 • Huanqin Wu, Wei Liu, Lei LI, Dan Nie, Tao Chen, Feng Zhang, Di Wang
Keyphrase Prediction (KP) task aims at predicting several keyphrases that can summarize the main idea of the given document.
no code implementations • 19 May 2021 • Feng Zhang, Xi Wang, Honggao Cao
In this paper, we study the behavior of information ratio (IR) as determined by the fundamental law of active investment management.
no code implementations • 2 Mar 2021 • Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy Ren
In this paper, we propose an efficient deep neural network for image denoising based on pixel-wise classification.
no code implementations • 2 Feb 2021 • Niladri Gomes, Anirban Mukherjee, Feng Zhang, Thomas Iadecola, Cai-Zhuang Wang, Kai-Ming Ho, Peter P. Orth, Yong-Xin Yao
This ensures the state is able to follow the quantum imaginary time evolution path in the system Hilbert space rather than in a restricted variational manifold set by a predefined fixed ansatz.
Chemical Physics Strongly Correlated Electrons Computational Physics Quantum Physics
1 code implementation • 27 Jan 2021 • Feng Zhang, Xueying Wang, Shilin Zhou, Yingqian Wang, Yi Hou
Moreover, we introduce a new dataset for multi-class arbitrary-oriented ship detection in remote sensing images at a fixed ground sample distance (GSD) which is named FGSD2021.
no code implementations • 31 Dec 2020 • Haisong Zhang, Lemao Liu, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Jianchen Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi
This technique report introduces TexSmart, a text understanding system that supports fine-grained named entity recognition (NER) and enhanced semantic analysis functionalities.
no code implementations • 22 Dec 2020 • Shiqi Sheng, Haijun Yang, Liuhua Mu, Zixin Wang, Jihong Wang, Peng Xiu, Jun Hu, Xin Zhang, Feng Zhang, Haiping Fang
We experimentally demonstrated that the AYFFF self-assemblies adsorbed with various monovalent cations (Na+, K+, and Li+) show unexpectedly super strong paramagnetism.
Biological Physics
no code implementations • 16 Oct 2020 • Feng Zhang, Ruite Guo, Honggao Cao
Information coefficient (IC) is a widely used metric for measuring investment managers' skills in selecting stocks.
no code implementations • 13 Mar 2020 • Hanbin Dai, Liangbo Zhou, Feng Zhang, Zhengyu Zhang, Hong Hu, Xiatian Zhu, Mao Ye
Taking them together, we formulate a novel Distribution-Aware coordinate Representation for Keypoint (DARK) method.
1 code implementation • 9 Mar 2020 • Yongxin Yao, Feng Zhang, Cai-Zhuang Wang, Kai-Ming Ho, Peter P. Orth
Rapid progress in noisy intermediate-scale quantum (NISQ) computing technology has led to the development of novel resource-efficient hybrid quantum-classical algorithms, such as the variational quantum eigensolver (VQE), that can address open challenges in quantum chemistry, physics and material science.
Strongly Correlated Electrons Materials Science Computational Physics
6 code implementations • CVPR 2020 • Feng Zhang, Xiatian Zhu, Hanbin Dai, Mao Ye, Ce Zhu
Interestingly, we found that the process of decoding the predicted heatmaps into the final joint coordinates in the original image space is surprisingly significant for human pose estimation performance, which nevertheless was not recognised before.
Ranked #3 on
Multi-Person Pose Estimation
on COCO
(using extra training data)
no code implementations • 4 Jun 2019 • Feng Zhang, Wendong Wang, Jingyao Hou, Jianjun Wang, Jianwen Huang
In previous work, theoretical analysis based on the tensor Restricted Isometry Property (t-RIP) established the robust recovery guarantees of a low-tubal-rank tensor.
no code implementations • NAACL 2019 • Shulin Liu, Yang Li, Feng Zhang, Tao Yang, Xinpeng Zhou
The goal of event detection (ED) is to detect the occurrences of events and categorize them.
no code implementations • 2 Feb 2019 • Bairui Wang, Lin Ma, Wei zhang, Wenhao Jiang, Feng Zhang
In this paper, we propose a novel model with a hierarchical photo-scene encoder and a reconstructor for the task of album storytelling.
1 code implementation • CVPR 2019 • Feng Zhang, Xiatian Zhu, Mao Ye
In this work, we investigate the under-studied but practically critical pose model efficiency problem.
Ranked #8 on
Pose Estimation
on Leeds Sports Poses
no code implementations • 31 Aug 2017 • Yang Sun, Huajing Song, Feng Zhang, Lin Yang, Zhuo Ye, Mikhail I. Mendelev, Cai-Zhuang Wang, Kai-Ming Ho
The crystal nucleation from liquid in most cases is too rare to be accessed within the limited timescales of the conventional molecular dynamics (MD) simulation.
Materials Science Soft Condensed Matter