Search Results - "Chen, Yinpeng"

Dynamic Convolution: Attention Over Convolution Kernels by Chen, Yinpeng, Dai, Xiyang, Liu, Mengchen, Chen, Dongdong, Yuan, Lu, Liu, Zicheng

“…Light-weight convolutional neural networks (CNNs) suffer performance degradation as their low computational budgets constrain both the depth (number of…”
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An empirical study of large-scale data-driven full waveform inversion by Jin, Peng, Feng, Yinan, Feng, Shihang, Wang, Hanchen, Chen, Yinpeng, Consolvo, Benjamin, Liu, Zicheng, Lin, Youzuo

“…This paper investigates the impact of big data on deep learning models to help solve the full waveform inversion (FWI) problem. While it is well known that big…”
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Fluorine-Containing Ionogels with Stretchable, Solvent-Resistant, Wide Temperature Tolerance, and Transparent Properties for Ionic Conductors by Fan, Xiaoxi, Feng, Wenlong, Wang, Shuang, Chen, Yinpeng, Zheng, Wen Jiang, Yan, Jie

“…Stretchable ionogels, as soft ion-conducting materials, have generated significant interest. However, the integration of multiple functions into a single…”
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Exploration of Biologically-Inspired Nanostructures: Review on the Sensing Potential and Technological Integration of the Morpho Butterfly Wing by Ahmed, Mian Aizaz, Hu, Dingwen, Shi, Yaqi, Chen, Yinpeng, Akhavan, Shahab, Yang, Zongyin

“…The surge in demand for cost-effective, lightweight, and rapidly responsive sensors has propelled research in various fields, and traditional sensors face…”
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Study on the Optimal Configuration of a Wind-Solar-Battery-Fuel Cell System Based on a Regional Power Supply by Wang, Zekun, Jia, Yan, Cai, Chang, Chen, Yinpeng, Li, Na, Yang, Miao, Li, Qing'an

“…The integration of energy storage facilities into existing structures will result in increased costs. Therefore, it is of great significance to optimize the…”
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Tensor-Based Human Body Modeling by Yinpeng Chen, Zicheng Liu, Zhengyou Zhang

“…In this paper, we present a novel approach to model 3D human body with variations on both human shape and pose, by exploring a tensor decomposition technique…”
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Coordinated voltage control for large-scale wind farms with ESS and SVG based on MPC considering wake effect by Ma, Kuichao, Chen, Yinpeng, Wang, Shuaifeng, Wang, Qiang, Sun, Kai, Fan, Wei, Nian, Heng, Wei, Juan

“…The wake effect reduces the wind speed at downstream wind turbines (WTs), making it necessary for the central controller to collect wind power generation data…”
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Exploring the bases for a mixed reality stroke rehabilitation system, Part II: design of interactive feedback for upper limb rehabilitation by Lehrer, Nicole, Chen, Yinpeng, Duff, Margaret, L Wolf, Steven, Rikakis, Thanassis

“…Few existing interactive rehabilitation systems can effectively communicate multiple aspects of movement performance simultaneously, in a manner that…”
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Compression of human body sequences using graph Wavelet Filter Banks by Nguyen, Ha Q., Chou, Philip A., Yinpeng Chen

“…The next step in immersive communication beyond video from a single camera is object-based free viewpoint video, which is the capture and compression of a…”
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A Generalized Approach to Linear Transform Approximations with Applications to the Discrete Cosine Transform by Chen, Yinpeng, Sundaram, Hari

“…This paper aims to develop a generalized framework to systematically trade off computational complexity with output distortion in linear transforms such as the…”
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Mobile-Former: Bridging MobileNet and Transformer by Chen, Yinpeng, Dai, Xiyang, Chen, Dongdong, Liu, Mengchen, Dong, Xiaoyi, Yuan, Lu, Liu, Zicheng

“…We present Mobile-Former, a parallel design of MobileNet and transformer with a two-way bridge in between. This structure leverages the advantages of MobileNet…”
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Rethinking Classification and Localization for Object Detection by Wu, Yue, Chen, Yinpeng, Yuan, Lu, Liu, Zicheng, Wang, Lijuan, Li, Hongzhi, Fu, Yun

“…Two head structures (i.e. fully connected head and convolution head) have been widely used in R-CNN based detectors for classification and localization tasks…”
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Large Scale Incremental Learning by Wu, Yue, Chen, Yinpeng, Wang, Lijuan, Ye, Yuancheng, Liu, Zicheng, Guo, Yandong, Fu, Yun

“…Modern machine learning suffers from \textit{catastrophic forgetting} when learning new classes incrementally. The performance dramatically degrades due to the…”
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Dynamic Head: Unifying Object Detection Heads with Attentions by Dai, Xiyang, Chen, Yinpeng, Xiao, Bin, Chen, Dongdong, Liu, Mengchen, Yuan, Lu, Zhang, Lei

“…The complex nature of combining localization and classification in object detection has resulted in the flourished development of methods. Previous works tried…”
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Dynamic DETR: End-to-End Object Detection with Dynamic Attention by Dai, Xiyang, Chen, Yinpeng, Yang, Jianwei, Zhang, Pengchuan, Yuan, Lu, Zhang, Lei

“…In this paper, we present a novel Dynamic DETR (Detection with Transformers) approach by introducing dynamic attentions into both the encoder and decoder…”
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Dynamic Transfer for Multi-Source Domain Adaptation by Li, Yunsheng, Yuan, Lu, Chen, Yinpeng, Wang, Pei, Vasconcelos, Nuno

“…Recent works of multi-source domain adaptation focus on learning a domain-agnostic model, of which the parameters are static. However, such a static model is…”
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Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation by Lin, Kevin, Wang, Lijuan, Luo, Kun, Chen, Yinpeng, Liu, Zicheng, Sun, Ming-Ting

“…Supervised deep learning with pixel-wise training labels has great successes on multi-person part segmentation. However, data labeling at pixel-level is very…”
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Class-attribute inconsistency learning for novelty detection by Du, Shuaiyuan, Hong, Chaoyi, Chen, Yinpeng, Cao, Zhiguo, Zhang, Ziming

“…•A new notion of class-attribute inconsistency for novelty detection.•A novelty often has inconsistent class- and attribute-level similar references.•CAILNet…”
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Reduce Information Loss in Transformers for Pluralistic Image Inpainting by Liu, Qiankun, Tan, Zhentao, Chen, Dongdong, Chu, Qi, Dai, Xiyang, Chen, Yinpeng, Liu, Mengchen, Yuan, Lu, Yu, Nenghai

“…Transformers have achieved great success in pluralistic image inpainting recently. However, we find existing transformer based solutions regard each pixel as a…”
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Nonlinear model predictive control for maximum wind energy extraction of semi-submersible floating offshore wind turbine based on simplified dynamics model by Liu, Junbo, Cai, Chang, Song, Dongran, Zhong, Xiaohui, Shi, Kezhong, Chen, Yinpeng, Cheng, Shijie, Huang, Yupian, Jiang, Xue, Li, Qing'an

“…The application of floating offshore wind turbines means better exploitation of offshore wind resources. However, the six-degree of freedom motion…”
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