robocrunch
The dominant intellectual current in AI research today is the belief that we can (and soon will) create human-level AI without having to underst ...
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François Chollet
at
5/21/2022
22-125
Why did the statistician go back to school? To get his degree in regression! (Courtesy of GPT-3 when prompted to make a joke involving the dua ...
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Greg Brockman
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5/21/2022
1-33
Newton's method basically solves everything - the Babylonians had already known this for square root computation! Also known as a common tech i ...
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Matthias Niessner
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5/21/2022
6-49
https://twitter.com/KevinKaichuang/status/1527633520109174784
New paper from MSR showing that pre-trained ConvNets auto-encoders are competitive with transformers for protein modeling.
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Yann LeCun
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5/20/2022
6-33
For my NLP class that just wrapped up, students worked in teams to a.) create a "new" NLP task; b.) annotate data to support it, including guide ...
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David Bamman
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5/20/2022
9-66
https://huggingface.co/autotrain
🤗It’s now possible to work with tabular data in AutoTrain! 🚂 Apply custom mapping for your model’s rows and columns with ease. 🔥Datasets up t ...
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Hugging Face
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5/20/2022
7-31
https://huggingface.co/blog/ethical-charter-multimodal
How do we integrate ethical principles into the ML research cycle? A few months ago, we kicked off a project at Hugging Face on multimodal dat ...
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Saulnier Lucile
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5/19/2022
11-38
😷ACL COVID Policy😷 1/4 It is the policy of ACL conferences that attendees wear high-quality, well-fitting masks while attending indoor functi ...
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ACL 2022
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5/19/2022
11-25
i continue to find it incredible that unsupervised learning went from utterly intractable to trivial seemingly without anyone batting an eye
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Ilya Sutskever
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5/19/2022
33-391
https://twitter.com/andrewgwils/status/1496663760131563524
I'm happy that this paper will appear as a long oral at #ICML2022! It's the culmination of more than a decade of thinking about when the margina ...
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Andrew Gordon Wilson
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5/18/2022
5-54
https://openai.com/blog/dall-e-2-update/
Update on the DALL·E 2 waitlist: We'll be onboarding up to 1,000 people every week as we continue to enhance our safety systems. https://t.co/k7 ...
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OpenAI
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5/18/2022
55-401
https://twitter.com/PyTorch/status/1526944876478144512
Good news: Pytorch works on M1 GPU :) Bad news: not all Pytorch operations work there. I guess we should create a separate test case for device= ...
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Dmytro Mishkin
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5/18/2022
15-88
https://goo.gle/3yHcMvm
Introducing a new 2-stage approach to image quantization and modeling that builds upon commonly used quantization and attention techniques to im ...
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Google AI
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5/18/2022
22-107
https://pytorch.org/blog/introducing-accelerated-pytorch-training-on-mac/
We’re excited to announce support for GPU-accelerated PyTorch training on Mac! Now you can take advantage of Apple silicon GPUs to perform ML wo ...
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PyTorch
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5/18/2022
81-335
Remember the many research papers we wrote on contextual computer vision? All those fancy techniques seemed to be needed to recognise tiny thing ...
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Nando de Freitas
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5/17/2022
3-46
https://victordibia.com/blog/explain-bert-classification/
So you have trained a @huggingface model to classify text & accuracy looks good. But how do you verify that the model is focusing on the ri ...
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Victor Dibia
at
5/17/2022
10-50
Why work at OpenAI? 1. You'll work on hard & important problems, with the most resources in the field and a small-ish group of the most tal ...
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Sam Altman
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5/17/2022
31-331
to spell it out: 1.0: programmer designs the algorithm, output is a binary 2.0: programmer designs the dataset, output are weights of a neural n ...
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Andrej Karpathy
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5/17/2022
9-98
New results for models from Anthropic, DM & OpenAI on TruthfulQA: 1. Anthropic’s RLHF model is new SOTA on multiple-choice. 2. GopherCite ( ...
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Owain Evans
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5/17/2022
10-48
https://github.com/facebookresearch/rl
A pre-release version of TorchRL, an open-source RL library for PyTorch, is now available on GitHub. https://t.co/5hB9DGbnMi
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Stephen Ra
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5/17/2022
3-44
Some personal news: I'm happy to share that in July I will be joining @DeepMind as a Research Scientist in London!
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Paul Michel
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5/17/2022
0-41
https://www.reddit.com/r/MachineLearning/comments/uqsm93/d_why_do_top_speechaudio_conferences_like_icassp/
Good discussion on this thread: Why do top speech/audio conferences like ICASSP and Interspeech have very high acceptance rates like 46%-48%? I ...
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hardmaru
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5/17/2022
14-58
Some news: It has been a great privilege to contribute to the outstanding innovation at OpenAI and our team did exciting work (some out soon!), ...
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Kenneth Stanley
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5/16/2022
0-40
ML research of this week: 1. @DeepMind A Generalist Agent 2. @IBMResearch Foundation Models 3. @GoogleAI Chain of Thought in Language Models 4. ...
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TheSequence
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5/16/2022
9-68
https://twitter.com/jordiae/status/1524789306212098050
Software is eating the world. Machine learning is eating software. Transformers are eating machine learning. Oversimplifications, to be sure, ...
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Jay Alammar
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5/15/2022
46-270
Did you know that differentiating a volume renderer will produce biased and noisy derivatives? Our new sampling technique fixes this, improving ...
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Wenzel Jakob
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5/13/2022
6-25
https://twitter.com/DeepMind/status/1524770016259887107
Our most general agent yet!! Fantastic work from the team!
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Demis Hassabis
at
5/12/2022
49-451
https://arxiv.org/abs/1810.09136
Mini-🧵 on OOD detection. I think it was @ChrisBishopMSFT who first proposed to threshold the loglik of a ML model f(x) to classify x as ID/OOD. ...
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andrea panizza
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5/12/2022
14-86
https://twitter.com/sigmod/status/1524190775050858496
Very excited that @ApacheSpark won the SIGMOD System Award this year. Congrats to the whole community behind the project!
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Matei Zaharia
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5/12/2022
7-30
https://tinyurl.com/CMFYUE2022
Last week, I submitted a comment to the California State Board of Education, objecting to the proposed revision to California Math Framework: ht ...
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Yisong Yue
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5/12/2022
6-50
https://twitter.com/huggingface/status/1524783489593360385
So excited to share what I've been working on this past month. Not enough RAM to load the model? No problem. Not enough GPU RAM to host the mode ...
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Sylvain Gugger
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5/12/2022
12-67
https://ins.sjtu.edu.cn/seminars/2093
Very happy to have @mmbronstein to give an online Distinguished Lecture at INS and Zhangjiang IAS @sjtu1896 about GNN, Geometric Flows and Neura ...
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Yu Guang Wang
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5/12/2022
14-64
https://www2.eecs.berkeley.edu/Pubs/TechRpts/2022/EECS-2022-65.html
"Synergy of Prediction and Control in Model-based Reinforcement Learning" My thesis is now available, thank you @Berkeley_EECS and all who cont ...
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Nathan Lambert
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5/12/2022
5-28
You cannot take the logarithm of the Lipschitz constant of a function! A 🧵 about a super common mistake in ML papers 1/10
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Francesco Orabona
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5/10/2022
36-257
https://twitter.com/ak92501/status/1523833700336685062
Our #CVPR22 paper on Panoptic NeRF is now released on arxiv. TL;DR: view synthesis + semantics on “stuff” and objects in the scene. Object-based ...
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Frank Dellaert
at
5/10/2022
4-27
I've joined @MSFTResearch Amsterdam as a Senior Researcher! As part of an amazing new team lead by @vdbergrianne and @wellingmax I will be worki ...
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Elise van der Pol
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5/10/2022
2-44
Submitting to #NeurIPS2022? Want to include a thoughtful reflection on the limitations of your work but not sure how to begin? We designed REAL ...
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Jenn Wortman Vaughan
at
5/6/2022
10-33
https://www.jobs.cam.ac.uk/job/34849/
Postdoc on Probabilistic Machine Learning with @ZoubinGhahrama1 and me in Cambridge. If you know anyone interested, please encourage them (or yo ...
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Ferenc Huszár
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5/6/2022
48-153
@dlmcguinness @RobertMMetcalfe @BranaRakic @DrevZiga @cornell_tech #networks #graphs
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Knowledge Graph Conference
at
5/3/2022
10-53
https://twitter.com/awnihannun/status/1521572873449533440
New jobs in the 21st century: Model restart specialist Hyperparameter psychic Prompt engineer Model janitor Tensor shape mediator Quantum state ...
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Christian Szegedy
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5/3/2022
7-41
https://www.kaggle.com/discussions/general/320574
🎉🎉🎉 @tng_konrad & @lucamassaron on releasing your new book, The Kaggle Book! It aggregates their experience & shares everything neede ...
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Kaggle
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4/22/2022
7-27
https://lilianweng.github.io/posts/2022-04-15-data-gen/
Part 3 of “what if you don’t have enough training data” series - touch base on creating more synthetic data by data augmentation or model genera ...
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Lilian Weng
at
4/18/2022
18-94
https://www.deeplearning.ai/program/machine-learning-specialization/
Coursera had started with my machine learning class. I’m delighted to announce that I’ll soon be teaching a new Machine Learning Specialization, ...
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Andrew Ng
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4/18/2022
59-208
AI, metaverse, digital divide, gpt-3, disinformation, AR/VR, climate, storytelling of the present and the imagined world as a way to predict the ...
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Fei-Fei Li
at
4/13/2022
1-31
https://github.com/zphang/minimal-gpt-neox-20b
I wrote a minimal-ish implementation of GPT-NeoX-20B. It runs on a single GPU with 41-44GB of memory. You can use it as a reference or for easy ...
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Jason Phang
at
4/5/2022
7-33
https://arxiv.org/pdf/1703.10987.pdf
Despite all the hype, artificial intelligence will never outsmart humans - and our seminal new paper rigorously proves it: #AI #AGI #superintel ...
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Max Tegmark
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4/1/2022
5-41
https://www.copyright.gov/rulings-filings/review-board/docs/a-recent-entrance-to-paradise.pdf
So ML-generated artworks are ineligible for copyright protection - without a human "creative contribution." But where's that line? Selecting the ...
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Dr. Kate Crawford
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3/29/2022
9-51
In 2012 I was updating the Berkeley computer vision group's homepage and added a jokey photoshop of "The Treachery of Images" with a detection m ...
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Jon Barron
at
3/22/2022
2-31
https://www.nsf.gov/awardsearch/showAward?AWD_ID=2145283
Honored to receive the NSF CAREER award titled "Intelligent Manipulation in the Real World via Modularity and Abstraction" to advance our lab's ...
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Yuke Zhu
at
3/11/2022
3-44
The Max Planck Society has pledged to support Ukrainian scientists who have to flee and need a place to work. If you are a computer vision scien ...
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Michael Black
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2/27/2022
12-57