See more examples and download the models at the website. Junyan zhu, philipp krahenbuhl, eli shechtman, and alexei a. Tingchun wang, mingyu liu, junyan zhu, guilin liu, andrew tao, jan kautz, bryan catanzaro download pdf abstract. Im the chief security officer at brave and was a technology fellow at the electronic frontier foundation.
Junyan zhu, philipp krahenbuhl, eli shechtman, alexei a. Graph smoothing splines neural networks shirui pan. She enrolled as a national science foundation graduate research fellow at stanford university in experimental cosmology but dropped out after four months. Yirui wu xiaozhong ji, wanting ji, yan tian, helen zhou.
The most recent ama took place on october 17th with yan zhu, braves chief information security officer. Yang yan was born in 727, during the reign of emperor xuanzong. Efros, bill freeman in siggraph 2001 source code available. Also, please check out our followup work on imagetoimage translation without paired training examples.
Cycleconsistent adversarial domain adaptation %a judy hoffman %a eric tzeng %a taesung park %a junyan zhu %a phillip isola %a kate saenko %a alexei efros %a trevor darrell %b proceedings of the 35th international conference on machine learning %c proceedings of machine learning research %d 2018 %e jennifer dy %e andreas krause %f pmlr. Improving semantic parsing with enriched synchronous contextfree grammars in statistical machine translation junhui li, muhua zhu, wei lu, and guodong zhou download paper copy bibtex code tallip. Yan luo is an associate professor of the department of electrical and computer engineering at the university of massachusetts lowell. The code was written by junyan zhu and taesung park, and. Efros in their paper unpaired imagetoimage translation using cycleconsistent adversarial networks. This makes it possible to apply the same generic approach to problems that traditionally would require very different loss formulations. Phillip isola, junyan zhu, tinghui zhou, and alexei a.
Assistant professor with the machine learning group, faculty of information technology, monash university. Read how to serve flask applications with uwsgi and nginx on ubuntu 14. Prior to this, he was a lecturer with the centre for artificial intelligence cai, school of software, faculty of engineering and information technology, university of technology sydneyuts. Nov 21, 2016 we investigate conditional adversarial networks as a generalpurpose solution to imagetoimage translation problems.
In this project, the idea is to implement the algorithm developed by junyan zhu, taesung park, phillip isola and alexei a. Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more. Feiyun zhu, peng liao, xinliang zhu, jiawen yao, junzhou huang 2018. Yang 2 yen 2 727781, courtesy name gongnan, was an official of the chinese dynasty tang dynasty, serving as a chancellor early in the reign of emperor dezong. In 2019, i started my job as an applied scientist in amazon web services aws in the group lead by dr. First, they exploit nonsmoothing node features which may result in suboptimal embedding and degenerated performance for graph classification. Yan zhu is a security engineer, open web standards author, technology speaker, and open source contributor. I like information freedom, infosec, stunt h4cks, cryptography, an internet that respects humans, theoretical physics, and making electronic music. Yuxing yan graduated from mcgill university with a phd in finance. He was credited with reforming the tax system to reduce burdens on the peasants and to bring merchants into the rank of. Junyan zhu, philipp krahenbuhl, eli shechtman and alexei a.
Generative visual manipulation on the natural image manifold, in european conference on computer vision eccv. We study the problem of videotovideo synthesis, whose goal is to learn a mapping function from an input source video e. Over the course of the ama, yan fielded both presubmitted and live questions from redditors concerning a variety of topics, including how a day in her life at brave looks, electronic music a hobby of hers, and her thoughts on the. Github twitter paypal donate patreon sponsor version. Realtime userguided image colorization with learned deep priors. Previous methods directly feed the semantic layout as input to the network, which is then processed through stacks of convolution, normalization, and nonlinearity layers. Tingchun wang, mingyu liu, junyan zhu, andrew tao, jan kautz, and bryan catanzaro. Imagetoimage translation with conditional adversarial nets.
A simple interface for modifying photos and exploring the latent space of generative models. Imagetoimage translation with conditional adversarial. Junyan zhu, taesung park, phillip isola, and alexei a. How to serve flask applications with uwsgi and nginx on. Generative visual manipulation on the natural image manifold, in eccv 2016. Sign up for your own profile on github, the best place to host code, manage projects, and build software alongside 40 million developers. Yan, zhicheng and zhang, hao and piramuthu, robinson and jagadeesh, vignesh and decoste, dennis and di, wei and yu, yizhou.
The basic idea is that one party constructs n versions of a message in a protocol e. Junjie yan s 84 research works with 2,928 citations and 10,669 reads, including. Proceedings of kddcup 2009 competition held in new york, new york, usa on 28 june 2009 published as volume 7 by the proceedings of machine learning research on 04 december 2009. In seu, my fyp thesis named stochastic resonance for machine fault diagnosis was guided by prof. Written, filmed, produced, edited, and directed by yan.
The code was written by jun yan zhu and taesung park, and supported by tongzhou wang this pytorch implementation produces results comparable to or better than our original torch software. These networks not only learn the mapping from input image to output image, but also learn a loss function to train this mapping. Efros, volkan isler, jianbo shi, mirko visontai in nips 17, 2004 data available as frames or video. Lyu and shuicheng yan, a semisupervised approach to near duplicate keyframe detection and retrieval, acm trans. We present a new method for synthesizing highresolution photorealistic images from semantic label maps using conditional generative adversarial networks conditional gans. Sign up for your own profile on github, the best place to host code, manage projects, and build software alongside 50. Densely connected graph convolutional networks for graphtosequence learning zhijiang guo, yan zhang. Neural photo editing with introspective adversarial networks. Pytorch implementation of our method for highresolution e. The cutandchoose technique plays a fundamental role in cryptographicprotocol design, especially for secure twoparty computation in the malicious model. Highresolution image synthesis and semantic manipulation with conditional gans, in cvpr, 2018. D dissertation title is representation learning for sentences and documents.
Ieeeacm transactions on computational biology and bioinformatics. We propose spatiallyadaptive normalization, a simple but effective layer for synthesizing photorealistic images given an input semantic layout. Imagetoimage translation with conditional adversarial networks. Xiaofang li, yirui wu, wen zhang, ruichao wang, feng hou. Abstract we propose a deep learning approach for userguided image colorization. We investigate conditional adversarial networks as a generalpurpose solution to imagetoimage translation problems.
His family was from fengxiang, in modern baoji, shaanxi and claimed ancestry through officials of the warring states period state han, qin dynasty, han dynasty, and sui dynasty, although the lineage was not completely traceable. Graph neural networks gnns have achieved stateoftheart performance in many graph data analysis tasks. Rui zhao, qingchang zhu, mustafa k masood, yeng chai soh, kezhi mao. Efros ieee international conference on computer vision iccv. Combining segmentation and recognition greg mori, xiaofeng ren, alexei a. While its image counterpart, the imagetoimage synthesis problem, is a popular topic, the videotovideo. Image editing with generative adversarial networks overview. We provide pytorch implementations for both unpaired and paired imageto image translation. Win10 integrated tools for screenshots is snipping tool, i can find it select the start button, type snipping tool in the search box on the taskbar, and then select snipping tool from the list of results. Im yan zhu, braves chief information security officer. Oct 19, 2018 the most recent ama took place on october 17th with yan zhu, braves chief information security officer. A contextaware residual network for single image superresolution.
Unpaired imagetoimage translation using cycleconsistent. Junjie yans 84 research works with 2,928 citations and 10,669 reads, including. Cohesiondriven online actorcritic reinforcement learning for mhealth intervention. Junjie yans research works china telecom beijing research. We provide pytorch implementations for both unpaired and paired imagetoimage translation. Accurate dnabinding protein prediction via sequencebased multiview feature learning. Efros, alexander berg, greg mori, jitendra malik in iccv 2003 watch the video recepient of the testoftime helmholtz prize. Rollout from the learned model, where we show the ground truth in transparent. Our system can create new imagery based on users scribbles.
D degree in cse from the hong kong university of science and technology in 2018. Sep 22, 2016 a simple interface for modifying photos and exploring the latent space of generative models. Efros, eli shechtman and jue wang in acm transactions on graphics siggraph asia 2014. Learning a discriminative model for the perception of realism in composite images jun yan zhu, philipp krahenbuhl, eli shechtman and alexei a. Before that i obtained my undergraduate degree from southeast university. Second, they only exploit neighbor information but ignore. Texture synthesis by nonparametric sampling alexei a. However, they still suffer from two limitations for graph representation learning. Rui zhao, ruqiang yan, zhenghua chen, kezhi mao, peng wang, robert x gao. Spectre provides basic styles for typography and elements, flexbox based responsive layout system, pure css components and utilities with best practice coding and consistent design language. Jun hu, xiaogen zhou, yiheng zhu, dongjun yu, guijun zhang. Proceedings of the 2018 acm international conference on bioinformatics, computational biology, and health informatics. Yang he, xuanyi dong, guoliang kang, yanwei fu, chenggang yan, yi yang pdf cite code doi filter pruning via geometric median for deep convolutional neural networks acceleration. Previous work of bernstein has given a superset of the set containing all the phylogenetic trees that are extreme rays of this polytope.
Imagetoimage translation with conditional adversarial networks, in cvpr 2017. Yan zhu is a security engineer, open web standards author, technology speaker, and open source contributor yan zhu is a high school dropout who earned a b. Deep learning methods in realtime image superresolution. He has taught various finance courses, such as financial modeling, options and futures, portfolio theory, quantitative financial analysis, corporate finance, and introduction to financial databases to undergraduate and graduate students at seven universities. Tingchun wang 1 mingyu liu 1 junyan zhu 2 andrew tao 1 jan kautz 1 bryan catanzaro 1 1 nvidia corporation 2 uc berkeley abstract. Image quilting for texture synthesis and transfer alexei a. Pdf convolutional discriminative feature learning for induction motor fault diagnosis. The code was written by junyan zhu and taesung park, and supported by tongzhou wang this pytorch implementation produces results comparable to or better than our original torch software. Sign up for your own profile on github, the best place to host code, manage projects, and build software alongside 50 million developers. Generative visual manipulation on the natural image manifold. The method is proposed by junyan zhu in unpaired imagetoimage.
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