Search Results - "Wu, Jiajun"

Neural Scene De-rendering by Jiajun Wu, Tenenbaum, Joshua B., Kohli, Pushmeet

“…We study the problem of holistic scene understanding. We would like to obtain a compact, expressive, and interpretable representation of scenes that encodes…”
Get full text

Automatic surface defect segmentation for hot-rolled steel strip using depth-wise separable U-shape network by Huang, Zheng, Wu, Jiajun, Xie, Feng

“…•Deep learning is applied to segment the hot-rolled steep strip surface defects.•A DSUNet, which can precisely and efficiently segment defects, is…”
Get full text

Raster-to-Vector: Revisiting Floorplan Transformation by Chen Liu, Jiajun Wu, Kohli, Pushmeet, Furukawa, Yasutaka

“…This paper addresses the problem of converting a rasterized floorplan image into a vector-graphics representation. Unlike existing approaches that rely on a…”
Get full text

Automatic recognition of surface defects for hot-rolled steel strip based on deep attention residual convolutional neural network by Huang, Zheng, Wu, Jiajun, Xie, Feng

“…•Deep learning is applied to recognize the hot-rolled steep strip surface defects.•A DARCNN, which combines channel attention and residual blocks, is…”
Get full text

Synthesizing 3D Shapes via Modeling Multi-view Depth Maps and Silhouettes with Deep Generative Networks by Soltani, Amir Arsalan, Haibin Huang, Jiajun Wu, Kulkarni, Tejas D., Tenenbaum, Joshua B.

“…We study the problem of learning generative models of 3D shapes. Voxels or 3D parts have been widely used as the underlying representations to build complex 3D…”
Get full text

Deep multiple instance learning for image classification and auto-annotation by Jiajun Wu, Yu Yinan, Chang Huang, Yu Kai

“…The recent development in learning deep representations has demonstrated its wide applications in traditional vision tasks like classification and detection…”
Get full text

On the size generalizibility of graph neural networks for learning resource allocation by Wu, Jiajun, Sun, Chengjian, Yang, Chenyang

“…Size generalization is important for learning resource allocation policies in wireless systems with time-varying scales. If a neural network for learning a…”
Get full text

Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification by Long, Xiang, Gan, Chuang, de Melo, Gerard, Wu, Jiajun, Liu, Xiao, Wen, Shilei

“…Recently, substantial research effort has focused on how to apply CNNs or RNNs to better capture temporal patterns in videos, so as to improve the accuracy of…”
Get full text

W-boson mass anomaly from high-dimensional scalar multiplets by Wu, Jiajun, Geng, Chao-Qiang, Huang, Da

“…In light of the recently discovered W-boson mass anomaly by the CDF Collaboration, we discuss two distinct mechanisms that could possibly explain this anomaly…”
Get full text

Unsupervised Object Class Discovery via Saliency-Guided Multiple Class Learning by Jun-Yan Zhu, Jiajun Wu, Yan Xu, Chang, Eric, Zhuowen Tu

“…In this paper, we tackle the problem of common object (multiple classes) discovery from a set of input images, where we assume the presence of one object class…”
Get full text

RoboCraft: Learning to see, simulate, and shape elasto-plastic objects in 3D with graph networks by Shi, Haochen, Xu, Huazhe, Huang, Zhiao, Li, Yunzhu, Wu, Jiajun

“…Modeling and manipulating elasto-plastic objects are essential capabilities for robots to perform complex industrial and household interaction tasks (e.g.,…”
Get full text

The Effects of Multilevel Orientations on Frontline Deliberate Learning by Wu, Jiajun, Chen, Liwei

“…The study proposes a frontline deliberate learning (FDL) process involving knowledge generation, knowledge articulation, and knowledge codification, which…”
Get full text

Accumulation of microplastics in fish guts and gills from a large natural lake: Selective or non-selective? by Yin, Xiaowei, Wu, Jiajun, Liu, Yunzhao, Chen, Xin, Xie, Chang, Liang, Yangyang, Li, Jing, Jiang, Zhongguan

“…In recent years, microplastics (MPs) have become emerging contaminant causing widespread concern about their ecotoxicological effects. However, little is known…”
Get full text

A lower canal fill rate and unreestablished vertical femoral offset may increase the risk of the postoperative periprosthetic fractures after cementless bipolar hemiarthroplasty for femoral neck fractures in elderly patients by Zhou, Xiaoxiao, Ji, Houlin, Wu, Jiajun, Chen, Haixiao, Yang, Yang

“…Periprosthetic fractures (PPFs) is one of the major causes of failure of hip arthroplasty with cementless stem; however, studies on the incidence and risk…”
Get full text

Study on the Equivalence Transformation between Blasting Vibration Velocity and Acceleration by Yu, Chong, Wu, Jiajun, Li, Haibo, Ma, Yongan, Wang, Changjian

“…The evaluation of blasting vibrations primarily hinges on two physical quantities: velocity and acceleration. A significant challenge arises when attempting to…”
Get full text

The New Technologies Developed from Laser Shock Processing by Wu, Jiajun, Zhao, Jibin, Qiao, Hongchao, Hu, Xianliang, Yang, Yuqi

“…Laser shock processing (LSP) is an advanced material surface hardening technology that can significantly improve mechanical properties and extend service life…”
Get full text

Rectifying misinformation on the climate intervention potential of ocean afforestation by Smetacek, Victor, Fernández-Méndez, Mar, Pausch, Franziska, Wu, Jiajun

Get full text

Design and implementation of hybrid force/position control for robot automation grinding aviation blade based on fuzzy PID by Zhang, Hongyao, Li, Lun, Zhao, Jibin, Zhao, Jingchuan, Liu, Sujie, Wu, Jiajun

“…The hybrid force/position control base on fuzzy proportional-integral-derivative (PID) is proposed to improve the quality of robotic automatic grinding…”
Get full text

The optimal procedure for lateral column lengthening calcaneal osteotomy according to anatomical patterns of the subtalar joint: an anatomical study in the Chinese population by Wu, Jiajun, Liu, Hua, Xu, Can

“…Abstract Background Lateral column lengthening calcaneal osteotomy is a powerful procedure for correcting forefoot abduction in flatfoot deformity. However, it…”
Get full text

Cr-Diamond/Cu Composites with High Thermal Conductivity Fabricated by Vacuum Hot Pressing by Xu, Qiang, Cao, Xiaodie, Liu, Yibo, Xu, Yanjun, Wu, Jiajun

“…Chromium-plated diamond/copper composite materials, with Cr layer thicknesses of 150 nm and 200 nm, were synthesized using a vacuum hot-press sintering…”
Get full text