AI Weekly Update - August 7th, 2021 (#40)
Notion Link: https://ebony-scissor-725.notion.site...
Chapters:
0:00 Introduction
0:06 Open-Ended Learning
2:38 Persistent Reinforcement Learning
3:34 Domain-Matched Pre-training for Retrieval
4:22 Growing Knowledge Culturally
5:06 Language Grounding with 3D Objects
6:03 Pre-train, Prompt, and Predict
6:32 QA Dataset Explosion
7:32 ProtoTransformer
9:32 Don’t sweep your Learning Rate under the Rug
10:34 AAVAE
11:40 Domain-Agnostic Contrastive Learning
12:43 Dataset Distillation
14:04 Pointer Value Retrieval
16:01 Go Wider Instead of Deeper
16:52 Geometric Deep Learning on Molecules
18:37 Simulation Framework for Label Noise
19:59 A Tale of Two Long Tails
21:07 DALL-E Mini on HF Spaces