BAIR/BDD Fall Workshop

December 18, 2019

BDD Fall workshopBDD Fall workshopBDD Fall workshop

Berkeley Artificial Intelligence Research Center and Berkeley DeepDrive held their Fall Workshop Dec. 3-4, 2019 with many sessions on new research, poster workshops and a sneak peak at their new headquarters at Berkeley Way West!

Tuesday, December 3rd

Prof. John Canny, Advisable Driving Models

Prof. Pieter Abbeel, Some Recent Progress in Deep RL

 Prof. Koushil Sreenath, Multi Modal Robotics Towards Last Mile Delivery

Prof. Mark Mueller, Aerial Robots for Transporting People

 Prof. Anca Dragan, Learning from, Assisting, and Coordinating with Not-Very-Rational Humans

Prof. Ken Goldberg, Getting a Grip

Prof. Laura Waller, Computational Imagers

Prof. Ren Ng, Oz Vision: Probing the Plasticity of Human Color Perception

Prof. Sergey Levine, Model-Based Reinforcement Learning

Prof. Avideh Zakhor, Memory Augmented Neural Networks for Online, Incremental Object Detection

Prof. David Bamman, Literary NLP

Prof. Laurent El Ghaoui, Implicit Deep Learning

Prof. Bin Yu, Interpreting Deep Neural Networks for Trustworthy AI

Prof. David Wagner, Security for Machine Learning

Prof. Jennifer Listgarten, ML for Protein Engineering and Small Molecule Design

Prof. Dawn Song, Trustworthy Machine Learning

Prof. Bruno Olshausen, Analog Memory for Efficient Image Storage

Wednesday, December 4th

Prof. Joseph Gonzalez, Research in AI-Systems

Wei Zhan representing the lab of Prof. Masayoshi Tomizuka

Prof. Francesco Borrelli, Updates from MPC Lab BDD Activities

Industry Panel: “AI and Machine Learning Applications” Panelists include Honda (Yi-Ting Chen), Mapillary (Peter Kontschieder), Meituan (Huaxia Xia), Nexar (Matan Friedmann), Panasonic (Takashi Kawamura), Sony (Tamaki Kojima), moderated by Dr. Ching-Yao Chan

Prof. Ben Recht, Training on the Test Set and Other Heresies

Prof. Alexandre Bayen, FLOW: Integration of Traffic Microsim + Deep-RL and Cloud: Applications to Mixed Autonomy Traffic

Dr. Ching-Yao Chan and Dr. Pin Wang, Life-Long Learning for Autonomous Driving

Prof. Kurt Keutzer

Industry Panel: “How Many More Miles Left on the Road to Full Autonomy?” Panelists include Toyota Research International (Adrien Gaidon), General Motors (Priyantha Mudalige), Ford (Vijay Nagasamy), and DiDi (Junqing Wei) moderated by Professor Kurt Keutzer

Prof. Moritz Hardt, The Sociotechnical Forces Against Overfitting

Prof. Jitendra Malik, Overcoming Mode Collapse and the Curse of Dimensionality

Prof. Yi Ma, Learning from Structures, and for Structures

Prof. Hany Farid, Protecting World Leaders Against Deep Fakes

Prof. Alison Gopnik, How AI can Learn from Four-Year-Olds

Prof. Trevor Darrell, Beyond “Supervised” AI

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BDD Fall workshop
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BDD Fall workshop
BDD Fall workshop
BDD Fall workshop
BDD Fall workshop