Facebook AI   @facebookai

Facebook AI focuses on bringing the world together by advancing AI, powering meaningful and safe experiences, and conducting open research.





  Tweets by Facebook AI  

Facebook AI    @facebookai   ·   6/18/2021
We're open-sourcing XCiT, a new Transformer-based #computervision model with linear (not quadratic) complexity. XCiT, created in partnership w/ @inria researchers, processes high-res images extremely efficiently & delivers strong performance. Code & models https://t.co/7aRHfNxOp6
 Reply      Retweet   126      Like     541    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   9/10/2021
We've taken another step toward eliminating language barriers. In collaboration with @huggingface, we recently released 4 direct speech-to-text models that translate English to Arabic, Catalan, German & Turkish. Try out the models for yourself: https://t.co/mKSGLwYnBn
 Reply      Retweet   91      Like     536    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   6/21/2021
We’re sharing significantly improved Mask R-CNN baselines that match recent SOTA results from other #computervision experts. We’re also providing an analysis of what drove these gains & adding recipes to our open source Detectron2 object detection library. https://t.co/BDMR8XijES
 Reply      Retweet   87      Like     346    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   6/25/2021
At #CVPR2021, Facebook AI pushed the state of the art in many important areas of #CV, including 3D reconstruction, image manipulation, cross-modal learning and more. Here are some highlights:
 Reply      Retweet   50      Like     254    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   6/1/2021
We’ve developed an AI framework that helps filmmakers guide an aerial drone to record just the right kind of shot. Tell it whether you want a very exciting video clip or something calm & the system picks the trajectory and camera angle. Learn more: https://t.co/yhSAvHpIhk
 Reply      Retweet   52      Like     210    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   6/11/2021
We are releasing ACCENTOR, a new data set that combines contextual chit-chat and traditional task-oriented dialogs. Automatic & human evaluations show our models can code-switch seamlessly, making virtual assistant conversations more natural & interactive. https://t.co/HjOzZkpLfC
 Reply      Retweet   45      Like     170    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   8/23/2021
The LVIS 2021 challenge is live! It uses our #dataset that contains 1203 object categories, 160k images, and 2M instance annotations. The deadline to submit your challenge entry is September 27. Learn more about LVIS and the challenge here: https://t.co/HmDy9fkimF
 Reply      Retweet   37      Like     154    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   6/3/2021
The first fully documented and supported release for FairScale. FairScale makes available the latest distributed training techniques in the form of composable modules and easy to use APIs for optimizing training and scaling your models. Check it out: https://t.co/atUHZnGWOM
 Reply      Retweet   33      Like     151    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   7/19/2021
We’re sharing our work on few-shot neural architecture search (NAS), which combines the accuracy of vanilla NAS with the speed & efficiency of one-shot NAS. Few-shot NAS lets anyone design a powerful custom model quickly, with just a few GPUs. Learn more: https://t.co/fdUTFSmMK3
 Reply      Retweet   29      Like     138    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   9/24/2021
Today, we’re unlocking @DynabenchAI, a first-of-its-kind platform for dynamic AI benchmarking. AI researchers can now create their own custom tasks to better evaluate the performance of #NLP models in more dynamic, & realistic settings for free. https://t.co/5hhESN3PRc
 Reply      Retweet   26      Like     85    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   9/30/2021
We are releasing CompilerGym, a library of high-performance, easy-to-use #reinforcementlearning environments for compiler optimization tasks. It includes environments for three compiler problems, training resources, scripts & public leaderboards. https://t.co/HGVLxJwFjS
 Reply      Retweet   17      Like     97    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   10/7/2021
At #ICCV2021, we are presenting 3DETR & DepthContrast, two new models that advance 3D understanding. They address common challenges by leveraging self-supervised learning and establishing a general architecture that simplifies 3D understanding. Learn more: https://t.co/2gpdyUWi1q
 
 Reply      Retweet   19      Like     68    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   10/1/2021
GSLM, our first-of-its-kind “textless #NLP model, learns to generate expressive speech using only raw audio as input. https://t.co/zSevs3Xujm It generates novel content & prosody congruently with a prompt’s expressive style, as in this example from Jane Austen’s Mansfield Park:
 Reply      Retweet   10      Like     44    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   6/15/2021
HuBERT either matches or improves upon the SOTA speech representation methods for the standard Libri-light and Librispeech benchmarks. Also, discrete HuBERT representations achieve SOTA performance for Spoken Language Modeling and compression with an impressive rate of 365bps.
 Reply      Retweet   4      Like     18    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   9/29/2021
Progress in #reinforcementlearning research requires training & test environments that challenge current state-of-the-art methods. We created MiniHack, an open source sandbox based on the game NetHack, to help tackle more complex RL problems. Learn more: https://t.co/eZ8Xg4OTf9
 Reply      Retweet   2      Like     18    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   10/13/2021
Ever wondered if you already added an ingredient when cooking a meal? Or what to attach next when assembling a dresser? Facebook AI has built Anticipative Video Transformer, a model that can understand sequences of events & suggest the next step. Details: https://t.co/F8OvlWWT3D
 
 Reply      Retweet   2      Like     13    

More by:   Facebook AI
zoom in  
 



Facebook AI    @facebookai   ·   10/15/2021
Listen to Facebook AI researcher @_rockt talk about advancing deep reinforcement learning with @NetHack_LE:
 Reply      Retweet        Like     6    

More by:   Facebook AI
zoom in  
 









  More from:  


Google AI
Google AI is focused on bringing the benefits of AI to everyone. In conducting and applying our research, we advance the state-of-the-art in many domains.

DeepMind
Our team research and build safe AI systems. We're committed to solving intelligence, to advance science and humanity.

Yann LeCun
Professor at NYU. Chief AI Scientist at Facebook. Researcher in AI, Machine Learning, etc. ACM Turing Award Laureate.

François Chollet
Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

Sebastian Raschka
Author of the 'Python Machine Learning' book. Tweet about Python, deep learning research, open source. Asst Prof of Statistics @UWMadison. Opinions are my own.

Tim Rocktäschel
Dad, Husband, Scientist @FacebookAI Research (FAIR), Associate Professor @AI_UCL leading @UCL_DARK, @ELLISforEurope Scholar. Works on RL and open-endedness.