

Episode 16: Yilun Du, MIT, on energy-based models, implicit functions, and modularity
Dec 21, 2021
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37
Introduction
00:00 • 2min
How Have Your Interests Evolved Over Time?
01:56 • 2min
Is There a Change in the Ability of Things You Can Do With Them?
03:33 • 2min
Is It Possible to Create a Very Intelligent Agent Using Text?
05:51 • 2min
The Evolution of Multi Agent Systems
08:12 • 2min
Is There a Limiting Factor?
10:09 • 2min
Is Reactor Learning the Best Way to Train Your Agents?
12:02 • 4min
Is Your Policy Always Improved?
15:44 • 2min
Is Pure Randomness the Same Thing or Different?
17:23 • 2min
Learning Could See by Looking Boys, Um, Cool.
19:26 • 5min
How Do You Like Skill This Curiosity?
24:23 • 3min
How Did You Start Working on Your 20 19 Paper?
27:02 • 4min
How to Compose Unsupervised Energy Functions
30:46 • 3min
How Much Did You Play With That Reconstruction?
33:36 • 2min
Is It a Collusion or a Damage Enclusion?
35:12 • 2min
Do You Have a Ton of Energy Functions?
37:00 • 2min
I'm Not Sure Why It Gets Disentangled.
38:42 • 3min
Is There a Future Work at Ning Be Excited About the Paper?
41:25 • 2min
Are You Trying to Beat the State of the Art?
43:27 • 2min
The Benchmarking of Machine Learning
45:56 • 2min
The Idea of Modularity in Generative Modeling
47:53 • 2min
Is Modularity Important for Deep Learning?
49:24 • 2min
Is There Anyone Else Whose Work You Like in This Area?
51:19 • 2min
The Robotic Arm, Is It Really a Robotic Butler?
52:59 • 2min
Is It Possible to Use Modularity in Robotics?
54:47 • 2min
Using Neural Radiances to Represent Different Modalities?
57:03 • 2min
The Multimodality of a Modeling Approach?
59:02 • 3min
Dolty, What's the Most Interesting Thing About This Approach?
01:01:47 • 2min
Is There a Difference Between Functions and Structured Mesh Base Representations?
01:04:09 • 2min
Yer, More Ops?
01:06:19 • 2min
How to Use Energy Functions to Reasoning
01:08:33 • 2min
The Attractor Dynamic Theory of Memory
01:10:41 • 3min
Is There Anything You're Finding Very Interesting?
01:13:22 • 2min
Are There Any Arians Wha, You're Really Excited to See Them Develop?
01:14:58 • 3min
Are There Any Mistakes You've Made?
01:18:23 • 2min
I'm Not Sure if It's Better Than the Sateof the Arden?
01:20:10 • 2min
The New Comfen's Idea, No Answerable Ide
01:22:39 • 3min