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 ...
Shared by 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 ...
Shared by Greg Brockman   at 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 ...
Shared by Matthias Niessner   at 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.
Shared by Yann LeCun   at 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 ...
Shared by David Bamman   at 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 ...
Shared by Hugging Face   at 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 ...
Shared by Saulnier Lucile   at 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 ...
Shared by ACL 2022   at 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
Shared by Ilya Sutskever   at 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 ...
Shared by Andrew Gordon Wilson   at 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 ...
Shared by OpenAI   at 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= ...
Shared by Dmytro Mishkin   at 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 ...
Shared by Google AI   at 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 ...
Shared by PyTorch   at 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 ...
Shared by Nando de Freitas   at 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 ...
Shared by 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 ...
Shared by Sam Altman   at 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 ...
Shared by Andrej Karpathy   at 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 ( ...
Shared by Owain Evans   at 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
Shared by Stephen Ra   at 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!
Shared by Paul Michel   at 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 ...
Shared by hardmaru   at 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!), ...
Shared by Kenneth Stanley   at 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. ...
Shared by TheSequence   at 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, ...
Shared by Jay Alammar   at 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 ...
Shared by Wenzel Jakob   at 5/13/2022   6-25     


https://twitter.com/DeepMind/status/1524770016259887107
Our most general agent yet!! Fantastic work from the team!
Shared by 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. ...
Shared by andrea panizza   at 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!
Shared by Matei Zaharia   at 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 ...
Shared by Yisong Yue   at 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 ...
Shared by Sylvain Gugger   at 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 ...
Shared by Yu Guang Wang   at 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 ...
Shared by Nathan Lambert   at 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
Shared by Francesco Orabona   at 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 ...
Shared by 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 ...
Shared by Elise van der Pol   at 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 ...
Shared by 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 ...
Shared by Ferenc Huszár   at 5/6/2022   48-153     


@dlmcguinness @RobertMMetcalfe @BranaRakic @DrevZiga @cornell_tech #networks #graphs
Shared by 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 ...
Shared by Christian Szegedy   at 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 ...
Shared by Kaggle   at 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 ...
Shared by 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, ...
Shared by Andrew Ng   at 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 ...
Shared by 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 ...
Shared by 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 ...
Shared by Max Tegmark   at 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 ...
Shared by Dr. Kate Crawford   at 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 ...
Shared by 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 ...
Shared by 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 ...
Shared by Michael Black   at 2/27/2022   12-57