Eecs phd dissertation

Eecs phd dissertation

The Master of Science (MS) emphasizes research preparation and experience and, for most students, is a chance to lay the groundwork for pursuing a PhD. Doctor of Philosophy (PhD) The Berkeley PhD in EECS combines coursework and original research with some of the finest EECS faculty in the US, preparing for careers in academia or industry Welcome to the Department of Electrical Engineering and Computer Sciences at UC Berkeley. Our top-ranked programs attract stellar students and professors from around the world, who pioneer the frontiers of information science and technology with broad impact on society The Master of Engineering (MEng) in Electrical Engineering & Computer Sciences, first offered by the EECS Department in the academic year, is a professional master’s with a larger tuition than our other programs and is for students who plan to join

Alexei A. Efros homepage

Alexei Alyosha Efros Professor EECS Department UC Berkeley Mailing Address: Soda HallBerkeley CA Office: Berkeley Way West BWW Email: efros -at- eecs. edu My Official Berkeley Page. Few-shot Image Generation via Cross-domain Correspondence Utkarsh OjhaYijun LiJingwan LuAlexei A. Efros, Yong Jae LeeEli ShechtmanRichard Zhang in CVPR Code avaiable on GitHub Watch the video. Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency Qiang Zhangeecs phd dissertation, Tete XiaoAlexei A.

Efros, Lerrel PintoXiaolong Wang in ICLR Code available on GitHub Watch the video. Self-Supervised Policy Adaptation during Deployment Nicklas Hansen eecs phd dissertation, Rishabh JangirYu SunGuillem AlenyàPieter AbbeelAlexei A. Efros, Lerrel PintoXiaolong Wang in ICLR Code aviable on GitHub Watch the video.

What Should Not Be Contrastive in Contrastive Learning Tete XiaoXiaolong Wangeecs phd dissertation, Alexei A. Efros, Trevor Darrell in ICLR Space-Time Correspondence as a Contrastive Random Walk Allan JabriAndrew OwensAlexei A.

Efros in Neural Information Processing Systems Code available on GitHub Watch 12 min video. Swapping Autoencoder for Deep Image Manipulation Taesung ParkJun-Yan ZhuOliver WangJingwan Cynthia LuEli ShechtmanAlexei A.

Efros, Richard Zhang in Neural Information Processing Systems Watch 3 min video code available on GitHub. Learning to Factorize and Relight a City Andrew Liueecs phd dissertation, Shiry GinosarTinghui ZhouAlexei A. Efros, Noah Snavely in ECCV Code available on GitHub Watch 90 sec video. Contrastive Learning for Unpaired Image-to-Image Translation Taesung Parkeecs phd dissertation, Alexei A. Efros, Richard ZhangJun-Yan Zhu in ECCV Watch 1 min video code available on GitHub.

RANSAC-Flow: generic two-stage image alignment Xi ShenFrançois DarmonAlexei A. Efros, Mathieu Aubry in ECCV Watch 90 sec video Results video Code available on GitHub. The Hessian Penalty: a Weak Prior for Unsupervised Disentanglement William PeeblesJohn PeeblesJun-Yan ZhuAlexei A. Efros, Antonio Torralba in ECCV Watch 90 sec video code available on GitHub. Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild Liqian MaZhe LinConnelly BarnesAlexei A.

Efros, Jingwan Cynthia Lu in ECCV Watch 1 min video. Test-Time Training with Self-Supervision for Generalization under Distribution Shifts Yu Sun, Xiaolong WangZhuang LiuJohn MillerAlexei A. Efros, Moritz Hardt in ICML Video of ICML talk. CNN-generated images are surprisingly easy to spot for now Sheng-Yu Wang, Oliver WangRichard ZhangAndrew OwensAlexei A.

Efros in CVPR Video of CVPR talk Code avaiable on GitHub. Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity Deepak PathakChris LuTrevor DarrellPhillip IsolaAlexei A. Efros in NIPS'19 Winner of Virtual Creatures Competition at GECCO Watch the video Code available on GitHub. Detecting Photoshopped Faces by Scripting Photoshop Sheng-Yu Wang, Oliver WangAndrew OwensRichard ZhangAlexei A. Efros in ICCV'19 Watch the video Code avaiable on GitHub. Efros, Phillip TorrEli Shechtman in ICCV'19 Watch the video Code avaiable on GitHub.

Everybody Dance Now Caroline ChanShiry GinosarTinghui ZhouAlexei A, eecs phd dissertation. Eecs phd dissertation in ICCV'19 Watch the eecs phd dissertation Code avaiable on GitHub Check out the eecs phd dissertation Sway: Magic Dance iphone app! Multi-view Relighting Using a Geometry-Aware Network Julien PhilipMichael Gharbieecs phd dissertation, Tinghui ZhouAlexei A.

Efros and George Drettakis in SIGGRAPH Watch project video. Learning Correspondence from the Cycle-Consistency of Time Xiaolong WangAllan JabriAlexei A. Efros in CVPR Watch project video Code available on GitHub. Discovering Visual Patterns in Art Collections with Spatially-consistent Feature Learning Xi ShenAlexei A. Efros, Mathieu Aubry in CVPR Code available on GitHub. Large-Scale Study of Curiosity-Driven Learning Yuri BurdaHarri EdwardsDeepak PathakAmos StorkeyTrevor DarrellAlexei A.

Efros in ICLR'19 Watch the video Code avaiable on GitHub. Time-Agnostic Prediction: Predicting Predictable Video Frames Dinesh JayaramanFrederik Ebert eecs phd dissertation, Alexei A. Efros, Sergey Levine in ICLR' Dataset Distillation Tongzhou WangJun-Yan ZhuAntonio TorralbaAlexei A. Efros unpublished arXiv, Code available on GitHub.

Fighting Fake News: Image Splice Detection via Learned Self-Consistency Minyoung HuhAndrew LiuAndrew OwensAlexei A. Efros in ECCV'18 Watch the video Code available on GitHub. Audio-Visual Scene Analysis with Self-Supervised Multisensory Features Andrew OwensAlexei A. Improving Generalization via Scalable Neighborhood Component Analysis Zhirong WuAlexei A. Efros, Stella Yu in ECCV'18 Code available on GitHub. Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo KanazawaShubham TulsianiAlexei A.

Efros, Jitendra Malik in ECCV'18 Watch the video Code avaiable on GitHub. Investigating Human Priors for Playing Video Games Rachit DubeyPulkit AgrawalDeepak PathakTom GriffithsAlexei A. Efros in ICML'18 Watch Arxiv Insights episode covering our paper Eecs phd dissertation in touch with your inner RL agent: play our super-hard platformer game. The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard ZhangPhillip IsolaAlexei A.

Efros, Eli ShechtmanOliver Wang in CVPR'18 code available on GitHub. Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction Shubham TulsianiAlexei A. Efros, Jitendra Malik in CVPR'18 code available on GitHub. From Lifestyle VLOGs to Everyday Interactions David FouheyWeicheng KuoAlexei A. Efros, Jitendra Malik in CVPR'18 dataset available on online. Factoring Shape, Eecs phd dissertation, and Layout from the 2D Image of a 3D Scene Shubham TulsianiSaurabh GuptaDavid FouheyAlexei A.

Zero-Shot Visual Imitation Deepak PathakParsa MahmoudiehGuanghao Luo, Pulkit AgrawalDian ChenYide ShentuEvan ShelhamerJitendra MalikAlexei A. Efros, Trevor Darrell in ICLR'18 code available on GitHub. Efros, Adrien Bousseau in I3D Watch video. Toward Multimodal Image-to-Image Translation Jun-Yan ZhuRichard ZhangDeepak PathakTrevor DarrellAlexei A.

Efros, Oliver WangEli Shechtman in NIPS'17 code available on GitHub Watch video. Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan ZhuTaesung ParkPhillip IsolaAlexei A. Efros in ICCV'17 code available on GitHub Watch ICCV spotlight talk. Curiosity-driven Exploration by Self-supervised Prediction Deepak PathakPulkit AgrawalAlexei A. Efros, Trevor Darrell in ICML'17 code available on GitHub Watch video. Real-Time User-Guided Image Colorization with Learned Deep Priors Richard ZhangJun-Yan Eecs phd dissertationPhillip IsolaXinyang GengAngela S.

Lin, Tianhe Eecs phd dissertation, Alexei A. Efros in SIGGRAPH'17 code available on GitHub Watch video. Light Field Video Capture Using a Learning-Based Hybrid Imaging System Ting-Chun WangJun-Yan ZhuNima Khademi KalantariAlexei A. Efros, Ravi Ramamoorthi in SIGGRAPH'17 code available on GitHub Watch video.

Image-to-Image Translation with Conditional Adversarial Nets Phillip Isolaeecs phd dissertation, Jun-Yan ZhuTinghui ZhouAlexei A. Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard ZhangPhillip IsolaAlexei A. Efros in CVPR'17 code available on GitHub. Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency Shubham TulsianiTinghui ZhouAlexei A.

Efros, Jitendra Malik in CVPR'17 code available on GitHub. Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsianieecs phd dissertation, Hao Sueecs phd dissertation, Leonidas GuibasAlexei A, eecs phd dissertation. BUILDUP: Interactive Creation of Urban Scenes from Large Photo Collections Jose RibellesDiego Gutierrezeecs phd dissertation, Alexei A. Efros Multimedia Tools and Applications, Watch the video. What makes ImageNet good for transfer learning?

Jacob HuhPulkit AgrawalAlexei A. Efros in NIPS Workshop on Large Scale Computer Vision Systems Colorful Image Colorization Richard ZhangPhillip IsolaAlexei A.

Efros in ECCV'16 code available on GitHub. View Synthesis by Appearance Flow Tinghui ZhouShubham TulsianiWeilun SunJitendra Malikeecs phd dissertation, Alexei A. Generative Visual Manipulation on the Natural Image Manifold Jun-Yan ZhuPhilipp KrähenbühlEli ShechtmanAlexei A. Learning Dense Correspondence via 3D-guided Cycle Consistency Tinghui ZhouPhilipp KrähenbühlMathieu AubryQixing HuangAlexei A.

Efros in CVPR'16 code and models available. Context Encoders: Feature Learning by Inpainting Deepak PathakPhilipp KrähenbühlJeff DonahueTrevor DarrellAlexei A. Efros in CVPR'16 code available on GitHub.

SVBRDF-Invariant Shape and Reflectance Estimation from Light-Field Cameras Ting-Chun WangManmohan ChandrakerAlexei A.

How to finish a PhD thesis quickly - 5 simple tips to write a thesis in two months!

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EECS at UC Berkeley |

EECS undergraduate and graduate degree programs are considered among the best in the country. Our research activities, which range from the nano- to the systems level, are supported by more than $81M in funding annually — a clear indication of the strength of our programs and our award-winning faculty Upon entering a doctoral program, there is a Ph.D. qualifying process, normally completed during the first two years. After all requirements except the dissertation are completed, students become candidates. Students entering an EECS doctoral program with a bachelor’s degree typically become candidates in the third year and and are strongly The Master of Engineering (MEng) in Electrical Engineering & Computer Sciences, first offered by the EECS Department in the academic year, is a professional master’s with a larger tuition than our other programs and is for students who plan to join