I-JEPA: Efficient method for Self-Supervised Learning of image features.
No need for data augmentation, just masking.
Joint embedding predictive architecture, not generative.
And it's open source, of course.
Blog: ai.facebook.com/blog/yann-lecu…
Paper: arxiv.org/abs/2301.08243
Code &…
I-JEPA: Efficient method for Self-Supervised Learning of image features.
No need for data augmentation, just masking.
Joint embedding predictive architecture, not generative.
And it's open source, of course.
Blog: ai.facebook.com/blog/yann-lecu…
Paper: arxiv.org/abs/2301.08243
Code &…
"Machine Love" - new paper w/ LM expts: Leaving to humans what is human (emotions/relationships/autonomy), is there any conception of love fitting for machines to embody? One idea: to provide unconditional support for humans to pursue their own growth.
arxiv.org/pdf/2302.09248…
𝗥𝗲𝘄𝗮𝗿𝗱 𝗶𝘀 𝗻𝗼𝘁 𝗡𝗲𝗰𝗲𝘀𝘀𝗮𝗿𝘆: How to Create a
Compositional Self-Preserving Agent
for Life-Long Learning
Absolutely tantalizing by @no_reward_for_uarxiv.org/abs/2211.10851
mmap() is a tremendously important Linux syscall. Many open-source and in-house databases and KV storages use it internally to simplify data access. That's why it's so essential for SREs to understand its interaction with Page Cache: biriukov.dev/docs/page-cach…
Powderworld is a lightweight simulation environment for understanding AI generalization, supporting:
- modular & emergent ruleset
- expressive RL task space
- 10k timesteps/sec via GPU
Paper: arxiv.org/abs/2211.13051
Blog + Online Demo: kvfrans.com/static/powder/
Btw, a fully-featured simulation of Powderworld runs in the browser.
Since elements all interact locally, they can be implemented as Pytorch convolutional operations. We can compile this network into an ONNX function that runs via webGL.
kvfrans.com/static/powder/
✨ Diffusion meets Object Detection
📰 DiffusionDet: Diffusion Model for Object Detection
• It formulates object detection as a denoising diffusion process
from noisy boxes to object boxes
• At training, object boxes diffuse from ground-truth boxes to random distribution
Large-scale simulation is all around, from weather simulations to modeling mobility within cities. 🖥️🌍
But I still think that the creation of simulations needs to be democratized.
In other words, where’s my “HyperCard for Simulation”?
🧵
1/
We show that Gaussian RBMs can generate good images just like other generative models, despite the single-layer architecture. Key innovations:
1) Gibbs-Langevin sampling;
2) modified Contrastive Divergence.
Paper: arxiv.org/abs/2210.10318
Code: github.com/lrjconan/GRBM
1/2
Excited to share our FocalNets achieve new SoTA 64.3(test)/64.2(val) on COCO object detection, w/ 3x smaller model/data size than prior arts! It is the first ATTENTION-FREE arch ever in the last 2yrs beating ALL attention-based models on this leaderboard! github.com/microsoft/Foca…
Excited to share our FocalNets achieve new SoTA 64.3(test)/64.2(val) on COCO object detection, w/ 3x smaller model/data size than prior arts! It is the first ATTENTION-FREE arch ever in the last 2yrs beating ALL attention-based models on this leaderboard! github.com/microsoft/Foca… https://t.co/9Rp3mXTRCL
0 Followers 99 FollowingRecruiting webshell engineers to penetrate websites, with a monthly salary of up to $100,000. If interested, please contact https://t.co/I10m1blfj4
36 Followers 831 FollowingGathеrеd on thе sitе of girls from all US statеs 😜
Thеy arе rеady to mееt
Somе havе nakеd profilе photos! Watching this https://t.co/Xex4rfYUvM
394 Followers 834 FollowingML and Bio 🧬 @helicalai | PhD Student in ML, Evolutionary Computation and Robotics @ImperialCollege. Prev: MS @Columbia, @fulbrightBELUEU. From Luxembourg 🇱🇺
178 Followers 318 FollowingFormer Kor-Eng interpreter / Currently AI Research Engineer, interested in NLP and Machine Translation. PhD student in multimodal AI interpretation
580 Followers 2K FollowingSenior Researcher at @nnaisense | Former Data Scientist and Formula 1 Control Engineer at McLaren | Cambridge PhD | views are my own
77K Followers 13K FollowingNewsletter exploring AI&ML - AI 101, Agentic Workflow, Business insights. From ML history to AI trends. Led by @kseniase_ Know what you are talking about👇🏼
1.4M Followers 1K FollowingBuilding @EurekaLabsAI. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets.
146K Followers 275 FollowingDesigner/Programmer of Braid and The Witness. President, Thekla, Inc. Partner in Indie Fund. Working hard on a new game and a programming language.
35K Followers 190 FollowingCo-founder and CEO https://t.co/efv72CKpAG (@WaveFormsAI) - Ex @OpenAI GPT-4o/AVM Audio Research Lead - #Her #TARS - Ex @AIatMeta, @Polytechnique (X11)
77K Followers 1K Followingopen source code | @neovim core | @terminaldotshop btw | ✝️
father of 3, dad jokes my own
https://t.co/jKpcjsTqBE | https://t.co/zb8zDKmSwG
87K Followers 7 FollowingThe oppAI are Free to Use, Reference and Modify, No Credit Needed.
Sometimes retweet SD stuff
Ran by an actual artist : https://t.co/DeSPklYVyJ
140K Followers 1K FollowingDistinguished Engineer at Microsoft on .NET, Creator of NuGet, SignalR, https://t.co/PiydKAsC8g Core, Aspire and Barbadian 🇧🇧, Tennis Player, Father, other half @symonefowler
386K Followers 624 FollowingLove Linux/Unix, open source, and programming? Into Sysadmin & DevOps? Follow us! Boost your IT career with daily new tools, apps, and humor ⤵️
259K Followers 192 FollowingOfficial @ESA feed for James #Webb Space Telescope – an international partnership between NASA, ESA and CSA #WebbSeesFarther #BFFinSpace with @Hubble_Space
277K Followers 454 FollowingCo-Founder of ByteByteGo | Author of the bestselling book series: ‘System Design Interview’ | YouTube: https://t.co/9gPSJSrtPU
88.0M Followers 158 FollowingOfficial NASA account. Exploring the universe, advancing science, and inspiring the next generation of explorers.
Verification: https://t.co/8nok3NP4PW
6K Followers 9 Followinghttps://t.co/thEWT86ltk
https://t.co/Z42c4qkmWm
We make anime indie games and Artificial Intelligence.
Talk to us on discord:
https://t.co/pBKDD6HLaz
11K Followers 1K FollowingPrince of probabilistic models, procgen messiah, tamer of Markov chains, the untrolled, necromancer of topics https://t.co/yJanH6SL5X
126K Followers 1K FollowingPrincipal Engineer at Google. Bettering Gemini model serving infra, bettering APIs. Simplicity and optimism. Personal opinions.
337K Followers 855 FollowingFree. Cross-platform. Open source. A developer platform for building all your apps. Official handle of the .NET team at Microsoft.
394 Followers 834 FollowingML and Bio 🧬 @helicalai | PhD Student in ML, Evolutionary Computation and Robotics @ImperialCollege. Prev: MS @Columbia, @fulbrightBELUEU. From Luxembourg 🇱🇺
No recent Favorites. New Favorites will appear here.