Jitendra Malik

[Administrator]

people.eecs.berkeley.edu/~malik

Jitendra Malik on Wikipedia

 

[Administrator]

Overview talk Jitendra Malik

Mar 31, 2019

Overview talk Jitendra Malik, University of California, Berkeley

This talk was presented during the National Academy of Sciences Arthur M. Sackler Colloquium: The Science of Deep Learning in Washington D.C. March 13-14, 2019.

Organized by: David Donoho, Maithra Raghu, Ali Rahimi, Ben Recht and Matan Gavish

 

[Administrator]

Deep Visual Understanding from Deep Learning | Jitendra Malik (Facebook AI Research)

Apr 25, 2019

Keynote from Spark + AI Summit 2019

About: Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying data science, engineering and business.

 

[Administrator]

Jitendra Malik: Computer Vision | AI Podcast #110 with Lex Fridman

Jul 21, 2020

Jitendra Malik is a professor at Berkeley and one of the seminal figures in the field of computer vision, the kind before the deep learning revolution, and the kind after. He has been cited over 180,000 times and has mentored many world-class researchers in computer science. This conversation is part of the Artificial Intelligence podcast.

Outline:

0:00 - Introduction
3:17 - Computer vision is hard
10:05 - Tesla Autopilot
21:20 - Human brain vs computers
23:14 - The general problem of computer vision
29:09 - Images vs video in computer vision
37:47 - Benchmarks in computer vision
40:06 - Active learning
45:34 - From pixels to semantics
52:47 - Semantic segmentation
57:05 - The three R's of computer vision
1:02:52 - End-to-end learning in computer vision
1:04:24 - 6 lessons we can learn from children
1:08:36 - Vision and language
1:12:30 - Turing test
1:16:17 - Open problems in computer vision
1:24:49 - AGI
1:35:47 - Pick the right problem