RESEARCH

Follow DAIR AI for Trending ML Papers Weekly

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08 January 2023 19h23

Follow us @dair_ai for upcoming trending ML papers of the week.

Integrated Decomposition Improves Science Q&A with Human-in-Loop

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08 January 2023 19h23

Proposes integrated decomposition, an approach to improve Science Q&A through a human-in-the-loop workflow for refining compositional LM programs. 10 of 11

A Succinct Summary of Reinforcement Learning

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08 January 2023 19h23

A Succinct Summary of Reinforcement Learning. 11 of 11

Deep Learning Memorization: Understanding Overfitting Phenomena

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08 January 2023 19h23

This work aims to better understand how deep learning models overfit or memorize examples; interesting phenomena observed; important work toward a mechanistic theory of memorization. 8 of 11

StitchNet: Novel Neural Network Paradigm Through Pretrained Fragment Reuse

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08 January 2023 19h23

StitchNet is a novel paradigm to create new coherent neural networks by reusing pretrained fragments of existing NNs. 9 of 11

ConvNeXt V2: Performant CNN Model with Masked Autoencoder Framework

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08 January 2023 19h23

ConvNeXt V2 is a performant model based on a fully convolutional masked autoencoder framework and other architectural improvements. CNNs are sticking back! 6 of 11

→ View original post on X — @swyx

2022 Visual Text States of the Art from LAION and SavvyRL

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@swyx

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08 January 2023 19h06

Couple more 2022 visual text States of the Art from @laion_ai and @savvyRL et al (which was even more slept on!!)

→ View original post on X — @swyx

Text-to-Image Visual Text Rendering Problems Solved Early 2023

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@swyx

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08 January 2023 18h48

I am still not over how we are 1 (ONE) week into 2023 and the big Text-to-Image visual text rendering problems of last year appears to be completely solved… (with a new architectural approach to boot! Rumors that hands might be solved too) Diffusion models are so 2022?

→ View original post on X — @rschmelzer

Turing Test: Outdated Measure of Machine Intelligence?

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@rschmelzer

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08 January 2023 16h00

In this @Cognilytica #AIToday #podcast AI Glossary Series episode 'Turing Test' hosts @rschmelzer & @kath0134 define the #turingtest and discuss if it’s now possibly an overly simplistic assessment of #machineintelligence. Full episode: https://
cognilytica.com/2023/01/06/ai-
today-podcast-ai-glossary-series-turing-test/?utm_source=dlvr.it&utm_medium=twitter
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#AI #ML #tech