Pinboard (abiola)
https://pinboard.in/u:abiola/public/
recent bookmarks from abiolaA new generation of music-making algorithms is here2024-03-23T11:44:06+00:00
https://www.economist.com/science-and-technology/2024/03/21/a-new-generation-of-music-making-algorithms-is-here
abiolaMachine-Learning Musichttps://pinboard.in/https://pinboard.in/u:abiola/b:ef2e12ee4937/[2310.07923] The Expressive Power of Transformers with Chain of Thought2024-03-23T11:29:11+00:00
https://arxiv.org/abs/2310.07923
abiolaComplexity-Theory Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:0dfc21cbf343/[2207.00729] The Parallelism Tradeoff: Limitations of Log-Precision Transformers2024-03-23T11:27:35+00:00
https://arxiv.org/abs/2207.00729
abiolaComplexity-Theory Computer-Science Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:a2e532ac6ce4/Emergent Correspondence from Image Diffusion2024-03-18T09:08:30+00:00
https://diffusionfeatures.github.io/
abiolaComputer-Vision Graphics Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:4393b96a4baa/[2010.01213] Machine-Learning the Sato--Tate Conjecture2024-03-06T07:50:26+00:00
https://arxiv.org/abs/2010.01213
abiolaAlgebraic-Number-Theory Machine-Learning Mathematicshttps://pinboard.in/https://pinboard.in/u:abiola/b:8406d6812146/[2204.10140] Murmurations of elliptic curves2024-03-06T07:50:05+00:00
https://arxiv.org/abs/2204.10140
abiolaAlgebraic-Number-Theory Machine-Learning Mathematicshttps://pinboard.in/https://pinboard.in/u:abiola/b:1f2a9e2d31cb/Elliptic Curve ‘Murmurations’ Found With AI Take Flight | Quanta Magazine2024-03-06T07:41:22+00:00
https://www.quantamagazine.org/elliptic-curve-murmurations-found-with-ai-take-flight-20240305/
abiolaAlgebraic-Number-Theory Machine-Learning Mathematicshttps://pinboard.in/https://pinboard.in/u:abiola/b:6ce904b3ea48/[2401.11817] Hallucination is Inevitable: An Innate Limitation of Large Language Models2024-03-01T09:54:51+00:00
https://arxiv.org/abs/2401.11817
abiolaMachine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:084aa51a44af/Open LLM Leaderboard - a Hugging Face Space by HuggingFaceH42024-02-28T09:59:44+00:00
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard
abiolaBenchmarks Machine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:4c8412dfcf89/OpenCL Benchmarks - Geekbench2024-02-28T09:29:52+00:00
https://browser.geekbench.com/opencl-benchmarks
abiolaAMD Apple Hardware Macbook Machine-Learning Nvidiahttps://pinboard.in/https://pinboard.in/u:abiola/b:42c267224d81/The Apple M2 Ultra GPU is on par with the GeForce RTX 4060 Ti in Geekbench 5 - the RTX 4090 graphics card is 150% more powerful | Gagadget.com2024-02-28T09:28:11+00:00
https://gagadget.com/en/258869-the-apple-m2-ultra-gpu-is-on-par-with-the-geforce-rtx-4060-ti-in-geekbench-5-the-rtx-4090-graphics-card-is-150-more-power/
abiolaBenchmarks Hardware Macbook Machine-Learning Nvidiahttps://pinboard.in/https://pinboard.in/u:abiola/b:9217da3aa94f/OpenAI Whisper Audio Transcription Benchmarked on 18 GPUs: Up to 3,000 WPM | Tom's Hardware2024-02-28T09:10:36+00:00
https://www.tomshardware.com/news/whisper-audio-transcription-gpus-benchmarked
abiolaBenchmarks Hardware Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:bf8e35cb75f3/AMD may get across the CUDA moat | Hacker News2024-02-28T09:07:14+00:00
https://news.ycombinator.com/item?id=37793635
abiolaAMD Hardware Machine-Learning Programming ROCmhttps://pinboard.in/https://pinboard.in/u:abiola/b:15ac42e66f10/How Quickly Do Large Language Models Learn Unexpected Skills? | Quanta Magazine2024-02-23T16:36:25+00:00
https://www.quantamagazine.org/how-quickly-do-large-language-models-learn-unexpected-skills-20240213/
abiolaMachine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:573ed677927a/Protein function prediction as approximate semantic entailment | Nature Machine Intelligence2024-02-22T20:47:32+00:00
https://www.nature.com/articles/s42256-024-00795-w
abiolaBioinformatics Biology Machine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:bccb0f1ca710/[2303.05161] Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalisation2024-02-22T20:46:50+00:00
https://arxiv.org/abs/2303.05161
abiolaMachine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:1b3400198697/Gemma - a family of lightweight, state-of-the art open models from Google. | Google AI for Developers2024-02-21T21:46:17+00:00
https://ai.google.dev/gemma
abiolaGoogle Machine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:f36ff688db74/[2402.13249] TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization2024-02-21T08:37:12+00:00
https://arxiv.org/abs/2402.13249
abiolaMachine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:d577026ad6c9/[2205.12944] Learning in Mean Field Games: A Survey2024-02-21T08:20:07+00:00
https://arxiv.org/abs/2205.12944
abiolaMachine-Learning Reinforcement-Learning Game-Theoryhttps://pinboard.in/https://pinboard.in/u:abiola/b:923a4ce89bd0/[2401.10360] Excuse me, sir? Your language model is leaking (information)2024-02-18T10:06:33+00:00
https://arxiv.org/abs/2401.10360
abiolaCryptography Machine-Learning NLP Securityhttps://pinboard.in/https://pinboard.in/u:abiola/b:06138d2b5a03/Mamba: Linear-Time Sequence Modeling with Selective State Spaces | OpenReview2024-02-18T09:54:25+00:00
https://openreview.net/forum?id=AL1fq05o7H
abiolaMachine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:abc116bd25d9/[2402.06184] The boundary of neural network trainability is fractal2024-02-18T09:25:58+00:00
https://arxiv.org/abs/2402.06184
abiolaDynamical-Systems Machine-Learning Mathematicshttps://pinboard.in/https://pinboard.in/u:abiola/b:14f7b8c2b005/[1407.7417] 'Almost Sure' Chaotic Properties of Machine Learning Methods2024-02-18T09:24:50+00:00
https://arxiv.org/abs/1407.7417
abiolaDynamical-Systems Machine-Learning Mathematicshttps://pinboard.in/https://pinboard.in/u:abiola/b:3a8ce7d40e3b/Neural network training makes beautiful fractals | Jascha’s blog2024-02-18T09:24:27+00:00
https://sohl-dickstein.github.io/2024/02/12/fractal.html
abiolaDynamical-Systems Machine-Learning Mathematicshttps://pinboard.in/https://pinboard.in/u:abiola/b:6964ca71347f/Analyzing Learned Molecular Representations for Property Prediction | Journal of Chemical Information and Modeling2024-02-17T22:41:35+00:00
https://pubs.acs.org/doi/10.1021/acs.jcim.9b00237
abiolaChemistry Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:2f6317c18359/PLAPT: Protein-Ligand Binding Affinity Prediction Using Pretrained Transformers | bioRxiv2024-02-17T22:40:48+00:00
https://www.biorxiv.org/content/10.1101/2024.02.08.575577v1
abiolaBioinformatics Biology Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:bf2e8d2d4e63/[2402.00809] Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI2024-02-17T22:38:59+00:00
https://arxiv.org/abs/2402.00809
abiolaMachine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:6beaf1a42c56/The Bitter Lesson2024-02-17T22:34:43+00:00
http://www.incompleteideas.net/IncIdeas/BitterLesson.html
abiolaHistory Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:303ca7f0aef2/Mathematical discoveries from program search with large language models | Nature2024-02-16T08:48:48+00:00
https://www.nature.com/articles/s41586-023-06924-6
abiolaDeepMind Machine-Learning Mathematics NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:5d5936c50f00/FunSearch: Making new discoveries in mathematical sciences using Large Language Models - Google DeepMind2024-02-16T08:47:06+00:00
https://deepmind.google/discover/blog/funsearch-making-new-discoveries-in-mathematical-sciences-using-large-language-models/
abiolaDeepMind Machine-Learning Mathematics NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:69c2a31e5a5e/[2205.11491] HyperTree Proof Search for Neural Theorem Proving2024-02-16T08:39:11+00:00
https://arxiv.org/abs/2205.11491
abiolaMachine-Learning Mathematicshttps://pinboard.in/https://pinboard.in/u:abiola/b:93f52d7ed5cd/Solving olympiad geometry without human demonstrations | Nature2024-02-16T08:36:28+00:00
https://www.nature.com/articles/s41586-023-06747-5
abiolaDeepMind Geometry Machine-Learning Mathematicshttps://pinboard.in/https://pinboard.in/u:abiola/b:d35952d32840/AlphaGeometry: An Olympiad-level AI system for geometry - Google DeepMind2024-02-16T08:35:30+00:00
https://deepmind.google/discover/blog/alphageometry-an-olympiad-level-ai-system-for-geometry/
abiolaDeepMind Machine-Learning Mathematicshttps://pinboard.in/https://pinboard.in/u:abiola/b:fe2e412f5106/[2309.17102] Guiding Instruction-based Image Editing via Multimodal Large Language Models2024-02-07T15:35:38+00:00
https://arxiv.org/abs/2309.17102
abiolaApple Computer-Vision Graphics Machine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:39a16ba93378/Verifying Controllers With Vision-Based Perception Using Safe Approximate Abstractions | IEEE Journals & Magazine | IEEE Xplore2024-01-26T09:17:55+00:00
https://ieeexplore.ieee.org/document/9852797
abiolaCars Machine-Learning Roboticshttps://pinboard.in/https://pinboard.in/u:abiola/b:6aa3ab8cd8ee/[2310.17567] Skill-Mix: a Flexible and Expandable Family of Evaluations for AI models2024-01-26T08:47:35+00:00
https://arxiv.org/abs/2310.17567
abiolaMachine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:7f887cd1107f/[2307.15936] A Theory for Emergence of Complex Skills in Language Models2024-01-26T08:41:24+00:00
https://arxiv.org/abs/2307.15936
abiolaGraph-Theory Machine-Learning Mathematics NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:19ff0cc6ce2d/New Theory Suggests Chatbots Can Understand Text | Quanta Magazine2024-01-26T08:39:09+00:00
https://www.quantamagazine.org/new-theory-suggests-chatbots-can-understand-text-20240122/
abiolaGraph-Theory Machine-Learning Mathematics NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:ccffed0ef660/[2207.05608] Inner Monologue: Embodied Reasoning through Planning with Language Models2024-01-15T12:13:27+00:00
https://arxiv.org/abs/2207.05608
abiolaMachine-Learning NLP Roboticshttps://pinboard.in/https://pinboard.in/u:abiola/b:178bc0c60452/[2204.00598] Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language2024-01-15T12:10:25+00:00
https://arxiv.org/abs/2204.00598
abiolaComputer-Vision Machine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:57502c20bde8/Are Emergent Abilities of Large Language Models a Mirage? | OpenReview2024-01-15T10:01:02+00:00
https://openreview.net/forum?id=ITw9edRDlD
abiolaMachine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:68af1e56f89f/Ferret: A Multimodal Large Language Model | Hacker News2023-12-24T08:48:50+00:00
https://news.ycombinator.com/item?id=38745348
abiolaApple Machine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:e37ea4324e68/StreamDiffusion: A pipeline-level solution for real-time interactive generation | Hacker News2023-12-24T08:31:22+00:00
https://news.ycombinator.com/item?id=38749434
abiolaGraphics Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:b07e2700a4e9/[2301.13867] Mathematical Capabilities of ChatGPT2023-12-19T11:30:57+00:00
https://arxiv.org/abs/2301.13867
abiolaChatGPT Machine-Learning Mathematics NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:dd5836b95788/Combinatorial Optimization and Reasoning with Graph Neural Networks2023-12-19T11:26:54+00:00
https://www.jmlr.org/papers/v24/21-0449.html
abiolaGNNs Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:c38b419b6d97/Advancing mathematics by guiding human intuition with AI | Nature2023-12-19T11:19:46+00:00
https://www.nature.com/articles/s41586-021-04086-x
abiolaGNNs Machine-Learning Mathematicshttps://pinboard.in/https://pinboard.in/u:abiola/b:fa61c40e1111/(IUCr) Protein structure prediction by AlphaFold2: are attention and symmetries all you need?2023-12-19T11:18:21+00:00
https://scripts.iucr.org/cgi-bin/paper?rr5212
abiolaBiology GNNs Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:7550582b9db6/Deciphering interaction fingerprints from protein molecular surfaces | bioRxiv2023-12-19T11:15:27+00:00
https://www.biorxiv.org/content/10.1101/606202v1.abstract
abiolaBiology GNNs Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:857084cb70b3/SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks2023-12-19T11:13:18+00:00
https://proceedings.neurips.cc/paper/2020/hash/15231a7ce4ba789d13b722cc5c955834-Abstract.html
abiolaGNNs Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:52185a3c0343/Transformers are Graph Neural Networks | NTU Graph Deep Learning Lab2023-12-19T11:05:00+00:00
https://graphdeeplearning.github.io/post/transformers-are-gnns/
abiolaMachine-Learning NLP GNNshttps://pinboard.in/https://pinboard.in/u:abiola/b:b8e6cbbce9d1/What graph neural networks cannot learn: depth vs width | OpenReview2023-12-19T10:54:47+00:00
https://openreview.net/forum?id=B1l2bp4YwS
abiolaGraphs Machine-Learning GNNshttps://pinboard.in/https://pinboard.in/u:abiola/b:491a0d4b3f39/Is AI leading to a reproducibility crisis in science?2023-12-13T16:10:47+00:00
https://www.nature.com/articles/d41586-023-03817-6
abiolaExperimental-Design Machine-Learning Sciencehttps://pinboard.in/https://pinboard.in/u:abiola/b:dfdd5e7abbf4/[2308.09687] Graph of Thoughts: Solving Elaborate Problems with Large Language Models2023-12-10T22:19:34+00:00
https://arxiv.org/abs/2308.09687
abiolaMachine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:965353750173/[2305.10601] Tree of Thoughts: Deliberate Problem Solving with Large Language Models2023-12-10T22:16:04+00:00
https://arxiv.org/abs/2305.10601
abiolaDeepMind Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:8fe57caaad80/The real research behind the wild rumors about OpenAI’s Q* project | Ars Technica2023-12-10T22:01:23+00:00
https://arstechnica.com/ai/2023/12/the-real-research-behind-the-wild-rumors-about-openais-q-project/
abiolaGoogle Machine-Learning OpenAIhttps://pinboard.in/https://pinboard.in/u:abiola/b:a34e059a268e/An autonomous laboratory for the accelerated synthesis of novel materials | Nature2023-12-01T09:58:08+00:00
https://www.nature.com/articles/s41586-023-06734-w
abiolaDeepMind Engineering Machine-Learning Sciencehttps://pinboard.in/https://pinboard.in/u:abiola/b:dc8445373290/[1912.12693] A Gentle Introduction to Deep Learning for Graphs2023-11-25T17:12:23+00:00
https://arxiv.org/abs/1912.12693
abiolaGraphs Machine-Learning GNNshttps://pinboard.in/https://pinboard.in/u:abiola/b:d632c45e2d64/People think white AI-generated faces are more real than actual photos, study says | Ars Technica2023-11-15T13:03:36+00:00
https://arstechnica.com/information-technology/2023/11/people-think-white-ai-generated-faces-are-more-real-than-actual-photos-study-says/
abiolaGraphics Machine-Learning Psychologyhttps://pinboard.in/https://pinboard.in/u:abiola/b:a7c0421502e8/A Theory on Adam Instability in Large-Scale Machine Learning | Hacker News2023-07-18T21:00:37+00:00
https://news.ycombinator.com/item?id=36771484
abiolaMachine-Learning Optimizationhttps://pinboard.in/https://pinboard.in/u:abiola/b:6bc4b2c7e5ed/Differentially private knowledge transfer for federated learning | Nature Communications2023-07-17T21:24:45+00:00
https://www.nature.com/articles/s41467-023-38794-x
abiolaMachine-Learning Privacyhttps://pinboard.in/https://pinboard.in/u:abiola/b:ee6a5f631a4d/Stable Diffusion XL technical report [pdf] | Hacker News2023-07-04T21:51:09+00:00
https://news.ycombinator.com/item?id=36586079
abiolaComputer-Vision Graphics Machine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:43307290dc5c/[2305.17493v2] The Curse of Recursion: Training on Generated Data Makes Models Forget2023-06-21T07:15:23+00:00
https://arxiv.org/abs/2305.17493v2
abiolaMachine-Learninghttps://pinboard.in/https://pinboard.in/u:abiola/b:271756dd6cee/[2305.09800] Mirages: On Anthropomorphism in Dialogue Systems2023-05-29T16:40:47+00:00
https://arxiv.org/abs/2305.09800
abiolaMachine-Learning NLP Psychologyhttps://pinboard.in/https://pinboard.in/u:abiola/b:0c86b2c8cd7d/Evidently AI - Open-Source Machine Learning Monitoring2023-05-24T09:07:01+00:00
https://www.evidentlyai.com/
abiolaMachine-Learning Monitoring Softwarehttps://pinboard.in/https://pinboard.in/u:abiola/b:f22fae005e8c/Language Identification: Building an End-to-End AI Solution using PyTorch | PyTorch2023-05-16T12:01:42+00:00
https://pytorch.org/blog/language-identification/?hss_channel=lcp-78618366
abiolaMachine-Learning NLP Programming PyTorchhttps://pinboard.in/https://pinboard.in/u:abiola/b:375c69413eac/[2205.14334] Teaching Models to Express Their Uncertainty in Words2023-05-15T19:59:17+00:00
https://arxiv.org/abs/2205.14334
abiolaMachine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:7822498472dc/[2207.05221] Language Models (Mostly) Know What They Know2023-05-14T09:15:50+00:00
https://arxiv.org/abs/2207.05221
abiolaMachine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:e84399b44522/[2302.02291] A Semantic Approach to Negation Detection and Word Disambiguation with Natural Language Processing2023-05-12T21:38:32+00:00
https://arxiv.org/abs/2302.02291
abiolaMachine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:328f0536b6e4/AI Like ChatGPT Are No Good at ‘Not’ | Quanta Magazine2023-05-12T21:27:45+00:00
https://www.quantamagazine.org/ai-like-chatgpt-are-no-good-at-not-20230512/
abiolaMachine-Learning NLPhttps://pinboard.in/https://pinboard.in/u:abiola/b:667058d0e427/OpenAI’s hunger for data is coming back to bite it | MIT Technology Review2023-05-12T20:11:45+00:00
https://www.technologyreview.com/2023/04/19/1071789/openais-hunger-for-data-is-coming-back-to-bite-it/
abiolaEurope GDPR Law Machine-Learning OpenAI Privacyhttps://pinboard.in/https://pinboard.in/u:abiola/b:fe41efa132f2/