Generally Intelligent

Episode 16: Yilun Du, MIT, on energy-based models, implicit functions, and modularity

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