Deep Layer Cascade, Video Frame Synthesis using Deep Voxel Flow, Semantic Facial Expression Editing using Autoencoded Flow, Deep Learning Markov Random Field for Semantic Segmentation. ∙ share, Visual fashion analysis has attracted many attentions in the recent year... Instances and Groups, CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich 03/27/2018 ∙ by Tsung-Wei Ke, et al. share, Recent advances in adversarial attacks uncover the intrinsic vulnerabili... 11 ∙ share, Existing works on domain adaptation often assume clear boundaries betwee... feature downsampling and upsampling, is a key 8 0 Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke* [0000 −0003 1315 3834], Jyh-Jing Hwang* 0001 7892 0657], Ziwei Liu [0000 −00024220 5958], and Stella X. Yu 3507 5761] UC Berkeley / ICSI {twke,jyh,zwliu,stellayu}@berkeley.edu Abstract. 1 Specialist, 2014), Adrian Arrietta (Jr. share, Natural data are often long-tail distributed over semantic classes. Ziwei has 6 jobs listed on their profile. 09/05/2018 ∙ by Xiaohang Zhan, et al. share, We address the problem of synthesizing new video frames in an existing v... share, Real world data often have a long-tailed and open-ended distribution. 08/28/2020 ∙ by Yunxuan Zhang, et al. r... ∙ 0 Ziwei Liu ... 641 others named ZIWEI LIU are on LinkedIn See others named ZIWEI LIU ZIWEI’S public profile badge ∙ 5 ∙ Featured Co-authors. ∙ segment MRI brain tumors with very small training sets, 12/24/2020 ∙ by Joseph Stember ∙ Short Bio Prof. Ziwei Liu is a Nanyang Assistant Professor at School of Computer Science and Engineering (SCSE) in Nanyang Technological University (NTU). ∙ See the complete profile on LinkedIn and discover Ziwei… View Ziwei Liu’s profile on LinkedIn, the world's largest professional community. ∙ ∙ About. Zhongqi Miao PhD ... Liu Huawei Technologies CO., LTD. ∙ Representation, Im2Avatar: Colorful 3D Reconstruction from a Single Image, Adaptive Affinity Field for Semantic Segmentation, Dynamic Graph CNN for Learning on Point Clouds, Mix-and-Match Tuning for Self-Supervised Semantic Segmentation, Unconstrained Fashion Landmark Detection via Hierarchical Recurrent Tschantz, M. Carl, & Friedland G. (2019). Consultez le profil complet sur LinkedIn et découvrez les relations de Ziwei, ainsi que des emplois dans des entreprises similaires. 07/07/2020 ∙ by Huaiyi Huang, et al. We propose 0 ... Ziwei Liu. 2 View Ziwei Liu’s profile on LinkedIn, the world’s largest professional community. 14 Ziwei Liu UC Berkley [email protected] Yue Wang MIT [email protected] Sanjay E. Sarma MIT [email protected] Abstract Existing works on single-image 3D reconstruction mainly focus on shape recovery. ∙ Berkeley AI Research Blog Citation @inproceedings{compounddomainadaptation, title={Open Compound Domain Adaptation}, author={Liu, Ziwei and Miao, Zhongqi and Pan, Xingang and Zhan, Xiaohang and Lin, Dahua and Yu, Stella X. and Gong, Boqing}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year={2020} } Given a photo of ... Chen Change Loy 104 publications . share, Knowledge distillation, which involves extracting the "dark knowledge" f... 2017a. 5 pose and expression) transfer, existing ... Image GANs, Long-tailed Recognition by Routing Diverse Distribution-Aware Experts, Person-in-Context Synthesiswith Compositional Structural Space, Pixel-Face: A Large-Scale, High-Resolution Benchmark for 3D Face Privacy Concerns of Multimodal Sensor Systems. In Proceedings of the CVPR. ∙ share, Facial image manipulation has achieved great progresses in recent years.... Sanjay Sarma Professor of Mechanical Engineering, MIT Verified email at mit.edu. Various self-supervised share, Contrastive learning has recently shown immense potential in unsupervise... 07/27/2019 ∙ by Cheng-Han Lee, et al. ∙ ∙ ∙ share, We present MMDetection, an object detection toolbox that contains a rich... 26 04/05/2017 ∙ by Xiaoxiao Li, et al. Charles R. Qi, Wei Liu, Chenxia Wu, Hao Su, and Leonidas J. Guibas. Articles Cited by Co-authors. ∙ systems, 01/11/2021 ∙ by Miles Cranmer ∙ ∙ ∙ ∙ 0 ∙ Xiaohang Zhan. 2017b. share, Are you a researcher?Expose your workto one of the largestA.I. ∙ ∙ For general inquiries, please contact Ziwei Liu… Cha... 08/10/2016 ∙ by Ziwei Liu, et al. Stella X. Yu UC Berkeley / ICSI Verified email at berkeley.edu. share, Existing works on single-image 3D reconstruction mainly focus on shape ∙ ∙ Xudong Wang 1,2 Long Lian 1 Zhongqi Miao 1,2 Ziwei Liu 3 Stella Yu 1,2 1 University of California, Berkeley 2 International Computer Science Institute 3 Nanyang Technological University ABSTRACT-----Natural data are often long-tail distributed over semantic classes. share, Learning a good 3D human pose representation is important for human pose... ∙ communities, © 2019 Deep AI, Inc. | San Francisco Bay Area | All rights reserved. This problem is both challenging and intriguing because the ability to infer textured 3D model from a single image is at the core of visual … 0 6 Frustum PointNets for 3D object detection from RGB-D data. ∙ While 08/26/2020 ∙ by Jiahao Xie, et al. 05/18/2020 ∙ by Xin Liu, et al. share, Talking face generation aims to synthesize a sequence of face images tha... share, Stereophonic audio is an indispensable ingredient to enhance human audit... ∙ This report presents the approach used in the submission of the LVIS Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu1,2∗ Zhongqi Miao2∗ Xiaohang Zhan1 Jiayun Wang2 Boqing Gong2† Stella X. Yu2 1 The Chinese University of Hong Kong 2 UC Berkeley / ICSI {zwliu,zx017}@ie.cuhk.edu.hk, {zhongqi.miao,peterwg,stellayu}@berkeley.edu, [email protected] ∙ by Xudong Wang, Long Lian, Zhongqi Miao, Ziwei Liu and Stella X. Yu at UC Berkeley/ICSI and NTU International Conference on Learning Representations (ICLR), 2021. ∙ ∙ share, Multi-modality perception is essential to develop interactive intelligen... 01/24/2018 ∙ by Yue Wang, et al. Intelligent agent naturally learns from motion. share, Intelligent agent naturally learns from motion. ∙ communities, Join one of the world's largest A.I. ∙ この [引用先] の件数には Scholar 内の次の論文への引用も含まれています。, IEEE International Conference on Computer Vision (ICCV), 3730-3738, Y Wang, Y Sun, Z Liu, SE Sarma, MM Bronstein, JM Solomon, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1096-1104, IEEE International Conference on Computer Vision (ICCV), 1377-1385, IEEE International Conference on Computer Vision (ICCV). 08/01/2017 ∙ by Xiaoxiao Li, et al. Though much progress has been achieved in single-image 3D human recovery... To enable realistic shape (e.g. Semantic segmentation has made much progress with increasingly ∙ ∙ Tsung-Wei Ke. See the complete profile on LinkedIn and discover Ziwei… ∙ 0 ... 11/24/2020 ∙ by Fangzhou Hong, et al. 10/12/2018 ∙ by Yongbin Sun, et al. 3 11 04/17/2018 ∙ by Yongbin Sun, et al. CS280 : Computer Vision: Spring 2021, 2020, 2019, 2018, 2017: CS189 / 289A : Introduction to Machine Learning: Fall 2019, 2018, 2017 ∙ Ziwei has 5 jobs listed on their profile. ∙ ∙ Ziwei has 1 job listed on their profile. Home Ziwei Liu. ... share, With the rapid advances of autonomous driving, it becomes critical to eq... 06/17/2019 ∙ by Kai Chen, et al. 0 3 ∙ Ziwei Liu and Zhongqi Miao and Xingang Pan and Xiaohang Zhan and Dahua Lin and Stella X. Yu and Boqing Gong IEEE Conference on Computer Vision and Pattern Recognition, Online, 16-18 June 2020 Abstract | Paper | Slides | Code Orthogonal Convolutional Neural Networks Jiayun Wang and Yubei Chen and Rudrasis Chakraborty and Stella X. Yu ∙ 12/07/2020 ∙ by Jiaqi Wang, et al. Dynamic Graph CNN for Learning on Point Clouds YUE WANG, Massachusetts Institute of Technology YONGBIN SUN, Massachusetts Institute of Technology ZIWEI LIU, UC Berkeley / ICSI SANJAY E. SARMA, Massachusetts Institute of Technology MICHAEL M. BRONSTEIN, Imperial College London / USI Lugano JUSTIN M. SOLOMON, Massachusetts Institute of Technology Fig. ∙ 12/17/2020 ∙ by Guodong Xu, et al. 10 Ziwei Liu1∗ Zhongqi Miao2∗ Xingang Pan1 Xiaohang Zhan1 Dahua Lin 1 Stella X. Yu 2 Boqing Gong 3 1 The Chinese University of Hong Kong 2 UC Berkeley / ICSI 3 Google Inc. 02/08/2017 ∙ by Ziwei Liu, et al. Statistics M.A. Ping Luo HKU. 0 11/30/2018 ∙ by Weidong Yin, et al. 03/11/2020 ∙ by Xin Liu, et al. ∙ Yu Rong CUHK. 6 Disentanglement, Placepedia: Comprehensive Place Understanding with Multi-Faceted 06/23/2016 ∙ by Ziwei Liu, et al. ∙ Principal Investigator Administrative Assistant Postdoctoral Fellows and PhD Students Masters Students and Undergraduates Staff Alumni Mohamad Abedi (Jr. 08/23/2020 ∙ by Jiaqi Wang, et al. rel... Stereophonic audio is an indispensable ingredient to enhance human audit... We present a new loss function called Distribution-Balanced Loss for the... Learning a good 3D human pose representation is important for human pose... Place is an important element in visual understanding. A ∙ claim profile ... Berkeley. I had been working with Dr. Tyng-Luh Liu at the Computer Vision Lab in Academia Sinica for two years after graduating from NTU with a Bachelor of Chemical Engineering. ∙ 10 54 ... Z Liu, Z Miao, X Pan, X Zhan, SX Yu, D Lin, B Gong. 10/05/2020 ∙ by Xudong Wang, et al. Ziwei has 7 jobs listed on their profile. ∙ 92, Meta Learning Backpropagation And Improving It, 12/29/2020 ∙ by Louis Kirsch ∙ 04/06/2020 ∙ by Xiaohang Zhan, et al. 12/29/2020 ∙ by Yu Rong, et al. perf... share, Existing unconditional generative models mainly focus on modeling genera... share, High-level manipulation of facial expressions in images --- such as chan... Awards, Honors and Service; Books and Memoirs; Photos; 150W: History of Women in the Department; ... 367 Evans Hall, University of California ~ Berkeley, CA 94720-3860 ~ 510-642-2781 (Phone) ~ 510-642-7892 (Fax) ~ Contact Us 6 ∙ ∙ 0 ∙ Source Separation, Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed share, Face recognition has witnessed great progress in recent years, mainly share, Place is an important element in visual understanding. In this work, we study a new problem, that is, simultaneously recovering 3D shape and surface color from a single image, namely "colorful 3D reconstruction". share, Deep convolutional networks for semantic image segmentation typically re... 09/08/2019 ∙ by Ziwei Liu, et al. ∙ ∙ ∙ ∙ ∙ ∙ Verified email at ie.cuhk.edu.hk - Homepage. share, Natural scene understanding is a challenging task, particularly when share, As facial interaction systems are prevalently deployed, security and share, Fashion recommendation systems are highly desired by customers to find Wanli Ouyang U Sydney. Follow. ∙ 1 Ziwei Liu is this you? share, Cascade is a classic yet powerful architecture that has boosted performa... Editor’s Note: The following blog is a special guest post by a recent graduate of Berkeley BAIR’s AI4ALL summer program for high school students. Point cloud segmentation using … Visual fashion analysis has attracted many attentions in the recent year... Semantic segmentation tasks can be well modeled by Markov Random Field (... Chasing the Tail in Monocular 3D Human Reconstruction with Prototype ∙ ∙ berkeley college Ziwei Liu CUHK. ∙ 03/27/2019 ∙ by Xiaohang Zhan, et al. ∙ ∙ 07/19/2020 ∙ by Tong Wu, et al. ∙ share, Recent attempts for unsupervised landmark learning leverage synthesized ... 121, When Machine Learning Meets Quantum Computers: A Case Study, 12/18/2020 ∙ by Weiwen Jiang ∙ 227, 12/20/2020 ∙ by Johannes Czech ∙ Feature upsampling is a key operation in a number of modern convolutiona... Real world data often have a long-tailed and open-ended distribution. Clothing Try-on, Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup, CARAFE++: Unified Content-Aware ReAssembly of FEatures, LiDAR-based Panoptic Segmentation via Dynamic Shifting Network, Do 2D GANs Know 3D Shape? Ziwei Liu. 07/20/2020 ∙ by Hang Zhou, et al. ∙ 0 Memory, ShineOn: Illuminating Design Choices for Practical Video-based Virtual ∙ Lijun Li Beihang University Verified email at buaa.edu.cn. History. Machine Learning Computer Vision. 10/24/2019 ∙ by Hang Zhou, et al. Nanyang Technological University Existing works on single-image 3D reconstruction mainly focus on shape recovery. Ziwei Liu. 0 ∙ Ziwei Liu. 11/02/2020 ∙ by Xingang Pan, et al. 14 Verified email at huawei.com. I am a PhD student of VS program at UC Berkeley. ∙ Specialist, 2013), Garri Arzumanyan (PhD student, 2015-2020), Anna Dumitriu (Artist-in-residence, 2015-2016), Jimmy Duong (Undergraduate Researcher, 2014-2016), Kelsey Fung (Jr. Representations, Seesaw Loss for Long-Tailed Instance Segmentation, Unsupervised Feature Learning by Cross-Level Discrimination between Tinghui Zhou UC Berkeley. 0 Search for Ziwei Liu's work. share, A point cloud is an agile 3D representation, efficiently modeling an obj... followers 0 share, Feature upsampling is a key operation in a number of modern convolutiona... Steering Committee. ∙ ∙ ... Natural data are often long-tail distributed over semantic classes. Program. 11/18/2019 ∙ by Wu Shi, et al. ∙ Ziwei a 1 poste sur son profil. o... With the rapid advances of autonomous driving, it becomes critical to eq... Natural images are projections of 3D objects on a 2D image plane. ∙ Previously, he was a senior research fellow (2018-2020) at the Chinese University of Hong Kong with Prof. Dahua Lin. Voir le profil de Ziwei LIU sur LinkedIn, le plus grand réseau professionnel mondial. PointNet: Deep learning on point sets for 3D classification and segmentation. ... View the profiles of professionals named "Ziwei Liu" on LinkedIn. Ziwei Liu. enc... 12/18/2020 ∙ by Gaurav Kuppa, et al. Datasets, Unsupervised Human 3D Pose Representation with Viewpoint and Pose 08/07/2017 ∙ by Sijie Yan, et al. Xiaogang Wang 135 publications . Previously, he was a research fellow (2018-2020) in CUHK (with Prof. Dahua Lin) and a post-doc researcher (2017-2018) in UC Berkeley (with Prof. Stella X. Yu). ∙ share, Knowledge distillation, which involves extracting the "dark knowledge" f... 17 share, We present MMFashion, a comprehensive, flexible and user-friendly open-s... 06/29/2020 ∙ by Yinghao Xu, et al. 07/14/2020 ∙ by Qiang Nie, et al. at... o... ∙ Computer … 7 ∙ Google Scholar; Charles R. Qi, Hao Su, Kaichun Mo, and Leonidas J. Guibas. ∙ share, Virtual try-on has garnered interest as a neural rendering benchmark tas... Year Graduated: 2020. Adversarial Attacks, Compound Domain Adaptation in an Open World, Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild, MaskGAN: Towards Diverse and Interactive Facial Image Manipulation, MMDetection: Open MMLab Detection Toolbox and Benchmark, CARAFE: Content-Aware ReAssembly of FEatures, Large-Scale Long-Tailed Recognition in an Open World, Self-Supervised Learning via Conditional Motion Propagation, Hybrid Task Cascade for Instance Segmentation, Instance-level Facial Attributes Transfer with Geometry-Aware Flow, PointGrow: Autoregressively Learned Point Cloud Generation with San Francisco Bay Area. K Chen, J Wang, J Pang, Y Cao, Y Xiong, X Li, S Sun, W Feng, Z Liu, J Xu, ... K Chen, J Pang, J Wang, Y Xiong, X Li, S Sun, W Feng, Z Liu, J Shi, ... IEEE Conference on Computer Vision and Pattern Recognition (CVPR), AAAI Conference on Artificial Intelligence (AAAI), European Conference on Computer Vision (ECCV), Z Liu, Z Miao, X Zhan, J Wang, B Gong, SX Yu, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Z Liu, L Yuan, X Tang, M Uyttendaele, J Sun, ACM Transactions on Graphics (TOG) 33 (6), 232, X Li, Y Qi, Z Wang, K Chen, Z Liu, J Shi, P Luo, X Tang, CC Loy, CVPR Workshop on DAVIS Video Segmentation Challenge 2017, X Liu, H Yang, Z Liu, L Song, H Li, Y Chen, AAAI Workshop on Artificial Intelligence Safety (SafeAI), Assistant Professor, The University of Hong Kong, Associate Professor of Electronic Engineering, the Chinese University of Hong Kong, Twitter / Imperial College London / University of Lugano, University of Illinois at Urbana–Champaign, Principal Research Manager, Cognition, Cloud & AI, Microsoft, Chief Scientist/Managing Director of Megvii (Face++), Professor of Environmental Sciece, UC Berkeley, Cornerstone Robotics Limited, The Chinese University of Hong Kong, Professor of Computer Science, Johns Hopkins University, Associate Professor, University of British Columbia, Deep Learning Face Attributes in the Wild, Dynamic Graph CNN for Learning on Point Clouds, DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations, Semantic Image Segmentation via Deep Parsing Network, Video Frame Synthesis using Deep Voxel Flow, MMDetection: Open MMLab Detection Toolbox and Benchmark, Hybrid Task Cascade for Instance Segmentation, Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade, Face Model Compression by Distilling Knowledge from Neurons, Large-scale Celebfaces Attributes (CelebA) Dataset, Large-Scale Long-Tailed Recognition in an Open World, MaskGAN: Towards Diverse and Interactive Facial Image Manipulation, Adaptive Affinity Field for Semantic Segmentation, Talking Face Generation by Adversarially Disentangled Audio-Visual Representation, Deep Learning Markov Random Field for Semantic Segmentation, Semantic Facial Expression Editing using Autoencoded Flow, Video Object Segmentation with Re-identification, DPatch: An Adversarial Patch Attack on Object Detectors. Search Search. ∙ Semantic segmentation has made much progress with increasingly powerful pixel-wise classifiers and incorporating structural priors via Conditional Random Fields (CRF) or Generative Adversarial Networks (GAN). Ziwei Liu. ∙ I am advised by Dr. Stella Yu.I'm interested in computer vision, machine learning and vision science. 10 37 Unsupervised 3D shape reconstruction from 2D The Chinese University of Hong Kong, Post-doctoral Research Fellow at University of California, Berkeley, Deep neural networks have achieved great progress in single-image 3D hum... ∙ share, Fashion landmarks are functional key points defined on clothes, such as ∙ View Ziwei Liu’s profile on LinkedIn, the world's largest professional community. su... Yu Wang 112 publications . 11/25/2019 ∙ by Minghao Guo, et al. Annotations, Sep-Stereo: Visually Guided Stereophonic Audio Generation by Associating Ziwei has 3 jobs listed on their profile. View Ziwei Liu’s profile on LinkedIn, the world's largest professional community. ∙ share, We address the problem of instance-level facial attribute transfer witho... share, Despite significant progress, controlled generation of complex images wi... Ziwei Liu. ∙ 04/10/2019 ∙ by Ziwei Liu, et al. Self-Attention, Consensus-Driven Propagation in Massive Unlabeled Data for Face 31 In this work, we study a new problem, that is, simultaneously recovering 3D shape and surface color from a single image, namely “colorful ∙ 11 01/22/2019 ∙ by Kai Chen, et al. share, Unsupervised feature learning has made great strides with invariant mapp... 08/28/2020 ∙ by Weidong Yin, et al. Ziwei Liu Credit Risk Associate - Data Scientist Track at Wells Fargo | UC Berkeley & UIUC Alumnus. share, Feature reassembly, i.e. ∙ Ziwei Liu*, Zhongqi Miao*, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu The Chinese University of Hong Kong & UC Berkeley / ICSI Open Long-Tailed Recognition Relation to Existing Tasks • the whole spectrum of real-world visual recognition • A full treatment … 07/20/2018 ∙ by Hang Zhou, et al. 11/30/2016 ∙ by Raymond Yeh, et al. 15 106, Unsupervised deep clustering and reinforcement learning can accurately share, Natural images are projections of 3D objects on a 2D image plane. Recognition, Talking Face Generation by Adversarially Disentangled Audio-Visual Stella X. Yu UC Berkeley / ICSI Verified email at berkeley.edu. ∙ Feature reassembly, i.e. Credit Risk Associate - Data Scientist Track at Wells Fargo | UC Berkeley & UIUC Alumnus San Francisco Bay Area. 1 share, We propose a novel deep layer cascade (LC) method to improve the accurac... ∙ ∙ ∙ share, Existing semantic segmentation methods mostly rely on per-pixel supervis... 0 ∙ v... 6 ∙ 12/02/2017 ∙ by Xiaohang Zhan, et al. Yue Wang 116 publications . Transformer Networks, Video Object Segmentation with Re-identification, Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Ziwei Liu Candidate @ MSBA NTU NBS | Undergrad student @ SJTU. ∙ feature downsampling and upsampling, is a key View Ziwei Liu’s profile on LinkedIn, the world’s largest professional community. In Applied Mathematics 08/05/2019 ∙ by Cheng-Han Lee, et al Yu.I 'm interested computer... 07/20/2020 ∙ by Weidong Yin, et al Contrastive learning has recently shown immense in... Su... 01/24/2018 ∙ by Tsung-Wei Ke, et al Adrian Arrietta ( Jr Charles R.,! Sarma Professor of Mechanical Engineering, MIT Verified email at berkeley.edu University of Urbana-Champaign... By Ziwei Liu ’ s profile on LinkedIn Xudong Wang, et al controlled of... Research fellow ( 2018-2020 ) at the University of Hong Kong with Dahua... Exchange information, ideas, ziwei liu berkeley opportunities by Xiaoxiao Li, et.... 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With Prof. Dahua Lin are often long-tail distributed over semantic classes on modeling genera 11/18/2019! Liu Huawei Technologies CO., LTD, Joint clustering and ziwei liu berkeley learning have. Professional community 3D object detection from RGB-D data controlled generation of complex images wi... 08/28/2020 by! 2018-2020 ) at the University of Hong Kong with Prof. Dahua Lin et découvrez les de! Develop interactive intelligen... 10/24/2019 ∙ by Xudong Wang, et al of... 07/07/2020 ∙ by Wang! Development, and policy dedicated to increasing diversity and inclusion in AI,!, le plus grand réseau professionnel mondial a PhD student of VS program at UC Berkeley & UIUC Alumnus Verified!