41554 blogs · [ { "id": "01a0c531-31bb-7258-afad-3f28e700a7bb", "title": "DLRM: An advanced, open source deep learning recommendation model", "url": "https://ai.facebook.com/blog/dlrm-an-advanced-open-source-deep-learning-recommendation-model/", "published_at": "2019-07-02T16:17:50+00:00" }, { "id": "01a0c56d-36f5-73fe-bbdb-2eef81761a33", "title": "Neural Code Search: ML-based code search using natural language queries", "url": "https://ai.facebook.com/blog/neural-code-search-ml-based-code-search-using-natural-language-queries/", "published_at": "2019-06-24T20:39:47+00:00" }, { "id": "01a0c531-31bb-7258-afad-3f28e7e10a8e", "title": "Releasing Pythia for vision and language multimodal AI models", "url": "https://engineering.fb.com/2019/05/21/ai-research/pythia/", "published_at": "2019-05-21T12:00:14+00:00" }, { "id": "01a0c53b-2dc8-734b-83ca-5951e90b721d", "title": "F8 2019 Day 2 keynote and session videos", "url": "https://engineering.fb.com/2019/05/01/ai-research/f8-2019-day-2/", "published_at": "2019-05-01T18:53:00+00:00" }, { "id": "01a0c53b-2dc8-734b-83ca-5951e96cbee1", "title": "Open source at F8 2019", "url": "https://engineering.fb.com/2019/05/01/open-source/f8-open-source/", "published_at": "2019-05-01T17:47:35+00:00" }, { "id": "01a0c53b-2dc8-734b-83ca-5951e9a7ffcd", "title": "F8 2019 Day 1 keynote and session videos", "url": "https://engineering.fb.com/2019/04/30/developer-tools/f8-2019-day-1/", "published_at": "2019-05-01T00:05:00+00:00" }, { "id": "01a0c53b-2dc8-734b-83ca-5951ea03dbc8", "title": "F8 2019 speakers and sessions now available", "url": "https://engineering.fb.com/2019/04/24/ai-research/f8-speakers-sessions/", "published_at": "2019-04-24T17:55:26+00:00" }, { "id": "01a0c53b-2dc8-734b-83ca-5951eac316c6", "title": "Improving scene understanding through panoptic segmentation", "url": "https://engineering.fb.com/2019/04/18/ai-research/panoptic-segmentation/", "published_at": "2019-04-18T21:12:16+00:00" }, { "id": "01a0c56d-36f5-73fe-bbdb-2eef8317abf3", "title": "Aroma: Using machine learning for code recommendation", "url": "https://engineering.fb.com/2019/04/12/developer-tools/aroma/", "published_at": "2019-04-12T22:17:09+00:00" }, { "id": "01a0c53b-2dc8-734b-83ca-5951eb95c349", "title": "Facebook tech news roundup", "url": "https://engineering.fb.com/2019/04/10/ai-research/tech-news-roundup/", "published_at": "2019-04-10T12:00:16+00:00" }, { "id": "01a0c56d-36f5-73fe-bbdb-2eef84ed6fcf", "title": "Open-sourcing Habana back end for Glow", "url": "https://engineering.fb.com/2019/04/04/open-source/glow-habana/", "published_at": "2019-04-04T19:14:50+00:00" }, { "id": "01a0c53b-2dc8-734b-83ca-5951ebe6ccbb", "title": "PyTorch-BigGraph: Faster embeddings of extremely large graphs", "url": "https://engineering.fb.com/2019/04/03/open-source/pytorch-biggraph/", "published_at": "2019-04-03T12:00:33+00:00" }, { "id": "01a0c53b-2dc8-734b-83ca-5951ecd513f6", "title": "Turing Award presented to Yann LeCun, Geoffrey Hinton, and Yoshua Bengio", "url": "https://engineering.fb.com/2019/03/27/ai-research/turing-award/", "published_at": "2019-03-27T16:16:53+00:00" }, { "id": "01a0c53b-2dc8-734b-83ca-5951ed47fc9c", "title": "Facebook’s Mechanism Design for Social Good research winners", "url": "https://engineering.fb.com/2019/03/22/ai-research/social-good-research/", "published_at": "2019-03-22T16:04:40+00:00" }, { "id": "01a0c544-4453-705d-a1f2-d7624375aef4", "title": "Building lifelike virtual avatars to help people connect in VR", "url": "https://engineering.fb.com/2019/03/18/virtual-reality/virtual-avatars/", "published_at": "2019-03-18T12:00:58+00:00" }, { "id": "01a0c544-4453-705d-a1f2-d76244090071", "title": "AI blog roundup", "url": "https://engineering.fb.com/2019/03/12/ai-research/ai-blog-roundup/", "published_at": "2019-03-12T12:00:30+00:00" }, { "id": "01a0c544-4453-705d-a1f2-d762448f8807", "title": "F8 2019 registration now open", "url": "https://engineering.fb.com/2019/02/28/ai-research/f8-2019/", "published_at": "2019-02-28T22:33:21+00:00" }, { "id": "01a0c544-4453-705d-a1f2-d76244cfef7b", "title": "FAIR open-sources new ELF OpenGo data set, research, and insights", "url": "https://engineering.fb.com/2019/02/15/ai-research/elf-opengo/", "published_at": "2019-02-15T20:11:37+00:00" }, { "id": "01a0c544-4453-705d-a1f2-d762450884ca", "title": "Cross-lingual pretraining sets new state of the art for natural language understanding", "url": "https://engineering.fb.com/2019/02/04/ai-research/cross-lingual-pretraining/", "published_at": "2019-02-05T00:34:43+00:00" }, { "id": "01a0c544-4453-705d-a1f2-d762454f1d22", "title": "Teaching AI to learn speech the way children do", "url": "https://engineering.fb.com/2019/01/31/ai-research/zerospeech/", "published_at": "2019-01-31T14:00:50+00:00" }, { "id": "01a0c544-4453-705d-a1f2-d762459f3c81", "title": "No training required: Exploring random encoders for sentence classification", "url": "https://engineering.fb.com/2019/01/30/ml-applications/random-encoders/", "published_at": "2019-01-30T16:31:13+00:00" }, { "id": "01a0c544-4453-705d-a1f2-d76245d836b8", "title": "Zero-shot transfer across 93 languages: Open-sourcing enhanced LASER library", "url": "https://engineering.fb.com/2019/01/22/ai-research/laser-multilingual-sentence-embeddings/", "published_at": "2019-01-22T12:55:08+00:00" }, { "id": "01a0c544-4453-705d-a1f2-d76246cec4e3", "title": "AI year in review", "url": "https://engineering.fb.com/2019/01/08/ai-research/ai-2018/", "published_at": "2019-01-08T16:36:11+00:00" }, { "id": "01a0c54d-147a-72a8-8b37-5b26bba3fe2e", "title": "Open sourcing wav2letter++, the fastest state-of-the-art speech system, and flashlight, an ML library going native", "url": "https://engineering.fb.com/2018/12/21/ai-research/wav2letter/", "published_at": "2018-12-21T19:59:53+00:00" }, { "id": "01a0c54d-147a-72a8-8b37-5b26bc6a7f6c", "title": "Nevergrad: An open source tool for derivative-free optimization", "url": "https://engineering.fb.com/2018/12/20/ai-research/nevergrad/", "published_at": "2018-12-20T14:45:27+00:00" }, { "id": "01a0c54d-147a-72a8-8b37-5b26bcfb6dbe", "title": "Open-sourcing DeepFocus, an AI-powered system for more realistic VR images", "url": "https://engineering.fb.com/2018/12/19/virtual-reality/deepfocus/", "published_at": "2018-12-19T17:02:47+00:00" }, { "id": "01a0c54d-147a-72a8-8b37-5b26bdb31ddc", "title": "Open-sourcing PyText for faster NLP development", "url": "https://engineering.fb.com/2018/12/14/ai-research/pytext-open-source-nlp-framework/", "published_at": "2018-12-14T17:00:00+00:00" }, { "id": "01a0c54d-147a-72a8-8b37-5b26beb1fc9a", "title": "Facebook contributes to MLPerf, open-sources Mask R-CNN2Go", "url": "https://engineering.fb.com/2018/12/12/ml-applications/mask-r-cnn2go/", "published_at": "2018-12-12T20:00:49+00:00" }, { "id": "01a0c54d-147a-72a8-8b37-5b26becb3f2b", "title": "PyTorch developer ecosystem expands, 1.0 stable release now available", "url": "https://engineering.fb.com/2018/12/07/ai-research/pytorch-developer-ecosystem-expands-1-0-stable-release/", "published_at": "2018-12-07T19:52:29+00:00" }, { "id": "01a0c54d-147a-72a8-8b37-5b26bf4f4dea", "title": "Léon Bottou and Olivier Bousquet win Test of Time award", "url": "https://engineering.fb.com/2018/12/06/ai-research/test-of-time-award/", "published_at": "2018-12-06T23:17:14+00:00" }, { "id": "01a0c54d-147a-72a8-8b37-5b26bff5bc3b", "title": "FAIR turns five: What we’ve accomplished and where we’re headed", "url": "https://engineering.fb.com/2018/12/05/ai-research/fair-fifth-anniversary/", "published_at": "2018-12-05T16:55:30+00:00" }, { "id": "01a0c54d-147a-72a8-8b37-5b26c065b585", "title": "Using AI and satellite imagery for disaster insights", "url": "https://engineering.fb.com/2018/11/30/ai-research/satellite-imagery/", "published_at": "2018-11-30T23:46:26+00:00" }, { "id": "01a0c555-94ab-736b-a0a5-16a4963e3522", "title": "Neural Egg Separation: Training ML systems to extract audio/video from noisy/cluttered environments", "url": "https://engineering.fb.com/2018/11/28/ml-applications/neural-egg-separation/", "published_at": "2018-11-28T15:00:10+00:00" }, { "id": "01a0c555-94ab-736b-a0a5-16a496c736f2", "title": "New fastMRI open source AI research tools from Facebook and NYU School of Medicine", "url": "https://engineering.fb.com/2018/11/26/ai-research/fastmri/", "published_at": "2018-11-26T16:55:12+00:00" }, { "id": "01a0c555-94ab-736b-a0a5-16a497065f22", "title": "Toward a deeper understanding of the way AI agents see things", "url": "https://engineering.fb.com/2018/11/19/ai-research/ai-agents-see/", "published_at": "2018-11-19T14:00:03+00:00" }, { "id": "01a0c555-94ab-736b-a0a5-16a4975a77f0", "title": "Making floating point math highly efficient for AI hardware", "url": "https://engineering.fb.com/2018/11/08/ai-research/floating-point-math/", "published_at": "2018-11-08T11:00:21+00:00" }, { "id": "01a0c555-94ab-736b-a0a5-16a49855617f", "title": "Open-sourcing foundational tools for AI performance", "url": "https://engineering.fb.com/2018/11/07/ai-research/kernel-libraries/", "published_at": "2018-11-07T12:00:21+00:00" }, { "id": "01a0c555-94ab-736b-a0a5-16a499028d06", "title": "Zero-shot learning: Using text to more accurately identify images", "url": "https://engineering.fb.com/2018/11/05/ai-research/zero-shot-learning/", "published_at": "2018-11-05T14:00:51+00:00" }, { "id": "01a0c555-94ab-736b-a0a5-16a4998deac7", "title": "Horizon: The first open source reinforcement learning platform for large-scale products and services", "url": "https://engineering.fb.com/2018/11/01/ml-applications/horizon/", "published_at": "2018-11-01T15:55:35+00:00" }, { "id": "01a0c555-94ab-736b-a0a5-16a4999414fe", "title": "Facebook, NYU expand available languages for natural language understanding systems", "url": "https://engineering.fb.com/2018/10/26/ai-research/xlni/", "published_at": "2018-10-26T21:47:10+00:00" }, { "id": "01a0c555-94ab-736b-a0a5-16a49a454150", "title": "Significantly faster generation and training for AI-based audio systems", "url": "https://engineering.fb.com/2018/10/22/ai-research/sing/", "published_at": "2018-10-22T13:00:23+00:00" }, { "id": "01a0c55d-de8a-710e-ae03-0bb56f9a3959", "title": "Improving AI language understanding by combining multiple word representations", "url": "https://engineering.fb.com/2018/10/15/ai-research/dynamic-meta-embeddings/", "published_at": "2018-10-15T16:00:33+00:00" }, { "id": "01a0c55d-de8a-710e-ae03-0bb56fb6f56f", "title": "Under the hood: Facebook Marketplace powered by artificial intelligence", "url": "https://engineering.fb.com/2018/10/02/ml-applications/under-the-hood-facebook-marketplace-powered-by-artificial-intelligence/", "published_at": "2018-10-03T05:00:39+00:00" }, { "id": "01a0c55d-de8a-710e-ae03-0bb570906ab7", "title": "Facebook accelerates AI development with new partners and production capabilities for PyTorch 1.0", "url": "https://engineering.fb.com/2018/10/02/ai-research/facebook-accelerates-ai-development-with-new-partners-and-production-capabilities-for-pytorch-1-0/", "published_at": "2018-10-02T16:30:36+00:00" }, { "id": "01a0c55d-de8a-710e-ae03-0bb570bd7b0b", "title": "Training AI agents to solve unfamiliar tasks", "url": "https://engineering.fb.com/2018/10/01/ai-research/training-ai-agents-to-solve-unfamiliar-tasks/", "published_at": "2018-10-01T12:00:51+00:00" }, { "id": "01a0c55d-de8a-710e-ae03-0bb57180da92", "title": "Data distillation makes omni-supervised learning possible", "url": "https://engineering.fb.com/2018/09/24/ai-research/data-distillation-makes-omni-supervised-learning-possible/", "published_at": "2018-09-24T16:40:43+00:00" }, { "id": "01a0c55d-de8a-710e-ae03-0bb57191d15d", "title": "2018 @Scale Conference recap", "url": "https://engineering.fb.com/2018/09/17/android/2018-scale-conference-recap/", "published_at": "2018-09-17T16:01:29+00:00" }, { "id": "01a0c55d-de8a-710e-ae03-0bb571c8009c", "title": "Efficient tuning of online systems using Bayesian optimization", "url": "https://engineering.fb.com/2018/09/17/ml-applications/bayesian-optimization-for-tuning-online-systems-with-a-b-tests/", "published_at": "2018-09-17T14:00:38+00:00" }, { "id": "01a0c55d-de8a-710e-ae03-0bb5724cd51b", "title": "Glow: A community-driven approach to AI infrastructure", "url": "https://engineering.fb.com/2018/09/13/ml-applications/glow-a-community-driven-approach-to-ai-infrastructure/", "published_at": "2018-09-13T17:29:00+00:00" }, { "id": "01a0c55d-de8a-710e-ae03-0bb5732f0037", "title": "Finding and fixing software bugs automatically with SapFix and Sapienz", "url": "https://engineering.fb.com/2018/09/13/developer-tools/finding-and-fixing-software-bugs-automatically-with-sapfix-and-sapienz/", "published_at": "2018-09-13T17:25:34+00:00" }, { "id": "01a0c566-43c1-72aa-8bb0-8c7487da97e6", "title": "Rosetta: Understanding text in images and videos with machine learning", "url": "https://engineering.fb.com/2018/09/11/ai-research/rosetta-understanding-text-in-images-and-videos-with-machine-learning/", "published_at": "2018-09-11T16:00:29+00:00" }, { "id": "01a0c566-43c1-72aa-8bb0-8c74880df5e4", "title": "Scaling neural machine translation to bigger data sets with faster training and inference", "url": "https://engineering.fb.com/2018/09/07/ai-research/scaling-neural-machine-translation-to-bigger-data-sets-with-faster-training-and-inference/", "published_at": "2018-09-07T16:55:10+00:00" }, { "id": "01a0c566-43c1-72aa-8bb0-8c74883fc808", "title": "Unsupervised machine translation: A novel approach to provide fast, accurate translations for more languages", "url": "https://engineering.fb.com/2018/08/31/ai-research/unsupervised-machine-translation-a-novel-approach-to-provide-fast-accurate-translations-for-more-languages/", "published_at": "2018-08-31T15:00:04+00:00" }, { "id": "01a0c566-43c1-72aa-8bb0-8c74887028ea", "title": "Facebook and NYU School of Medicine launch research collaboration to improve MRI", "url": "https://engineering.fb.com/2018/08/20/ai-research/facebook-and-nyu-school-of-medicine-launch-research-collaboration-to-improve-mri/", "published_at": "2018-08-20T15:00:41+00:00" }, { "id": "01a0c566-43c1-72aa-8bb0-8c7488734ab4", "title": "Facebook AI Research Expands With New Academic Collaborations", "url": "https://engineering.fb.com/2018/07/17/ai-research/facebook-ai-research-expands-with-new-academic-collaborations/", "published_at": "2018-07-17T16:53:36+00:00" }, { "id": "01a0c566-43c1-72aa-8bb0-8c748893c6f7", "title": "Facebook researchers win Test of Time award", "url": "https://engineering.fb.com/2018/07/13/ai-research/facebook-researchers-win-test-of-time-award-at-icml-2018/", "published_at": "2018-07-13T13:00:51+00:00" }, { "id": "01a0c566-43c1-72aa-8bb0-8c7488ecb2c1", "title": "Talk the Walk: Teaching AI systems to navigate New York through language", "url": "https://engineering.fb.com/2018/07/11/ai-research/talk-the-walk-teaching-ai-systems-to-navigate-new-york-through-language/", "published_at": "2018-07-11T16:00:08+00:00" }, { "id": "01a0c566-43c1-72aa-8bb0-8c7489032a5b", "title": "Spiral: Self-tuning services via real-time machine learning", "url": "https://engineering.fb.com/2018/06/28/data-infrastructure/spiral-self-tuning-services-via-real-time-machine-learning/", "published_at": "2018-06-28T06:00:19+00:00" }, { "id": "01a0c566-43c1-72aa-8bb0-8c7489d7bda7", "title": "Embodied Question Answering: A goal-driven approach to autonomous agents", "url": "https://engineering.fb.com/2018/05/02/ai-research/embodied-question-answering-a-goal-driven-approach-to-autonomous-agents/", "published_at": "2018-05-02T22:27:26+00:00" }, { "id": "01a0c56d-508a-7154-a067-6de8be29a4da", "title": "AI at F8 2018: Open frameworks and responsible development", "url": "https://engineering.fb.com/2018/05/02/ml-applications/ai-at-f8-2018-open-frameworks-and-responsible-development/", "published_at": "2018-05-02T10:10:46+00:00" }, { "id": "01a0c56d-508a-7154-a067-6de8be2b7530", "title": "Announcing PyTorch 1.0 for both research and production", "url": "https://engineering.fb.com/2018/05/02/ai-research/announcing-pytorch-1-0-for-both-research-and-production/", "published_at": "2018-05-02T10:01:54+00:00" }, { "id": "01a0c56d-508a-7154-a067-6de8be7f6be7", "title": "Advancing state-of-the-art image recognition with deep learning on hashtags", "url": "https://engineering.fb.com/2018/05/02/ml-applications/advancing-state-of-the-art-image-recognition-with-deep-learning-on-hashtags/", "published_at": "2018-05-02T09:58:49+00:00" }, { "id": "01a0c56d-508a-7154-a067-6de8bf5fc6c8", "title": "ONNX expansion speeds AI development", "url": "https://engineering.fb.com/2018/05/02/developer-tools/onnx-expansion-speeds-ai-development/", "published_at": "2018-05-02T09:53:31+00:00" }, { "id": "01a0c56d-508a-7154-a067-6de8bffbfd19", "title": "F8 2018 registration now open", "url": "https://engineering.fb.com/2018/02/21/ios/f8-2018-registration-now-open/", "published_at": "2018-02-21T18:00:00+00:00" }, { "id": "01a0c56d-508a-7154-a067-6de8c071977d", "title": "Under the hood: Multilingual embeddings", "url": "https://engineering.fb.com/2018/01/24/ml-applications/under-the-hood-multilingual-embeddings/", "published_at": "2018-01-24T17:00:00+00:00" }, { "id": "01a0c56d-508a-7154-a067-6de8c0eeb727", "title": "2017 Year in review: Building immersive experiences", "url": "https://engineering.fb.com/2017/12/13/virtual-reality/2017-year-in-review-building-immersive-experiences/", "published_at": "2017-12-13T18:00:00+00:00" }, { "id": "01a0c56d-508a-7154-a067-6de8c10525ea", "title": "Optimizing 360 photos at scale", "url": "https://engineering.fb.com/2017/08/31/ml-applications/optimizing-360-photos-at-scale/", "published_at": "2017-08-31T17:00:00+00:00" }, { "id": "01a0c56d-508a-7154-a067-6de8c14e7963", "title": "Transitioning entirely to neural machine translation", "url": "https://engineering.fb.com/2017/08/03/ml-applications/transitioning-entirely-to-neural-machine-translation/", "published_at": "2017-08-03T16:00:00+00:00" }, { "id": "01a0c578-5266-7182-b112-b5c0ed36a3e0", "title": "Using AI for new visual storytelling techniques in VR", "url": "https://engineering.fb.com/2017/07/26/virtual-reality/using-ai-for-new-visual-storytelling-techniques-in-vr/", "published_at": "2017-07-26T17:00:00+00:00" }, { "id": "01a0c578-5266-7182-b112-b5c0ee2c467d", "title": "Introducing ELF: An extensive, lightweight and flexible platform for game research", "url": "https://engineering.fb.com/2017/07/06/ml-applications/introducing-elf-an-extensive-lightweight-and-flexible-platform-for-game-research/", "published_at": "2017-07-06T16:45:00+00:00" }, { "id": "01a0c578-5266-7182-b112-b5c0ee8d524e", "title": "Deal or no deal? Training AI bots to negotiate", "url": "https://engineering.fb.com/2017/06/14/ml-applications/deal-or-no-deal-training-ai-bots-to-negotiate/", "published_at": "2017-06-14T17:00:00+00:00" }, { "id": "01a0c578-5266-7182-b112-b5c0ef5133f2", "title": "Accelerating machine learning for computer vision", "url": "https://engineering.fb.com/2017/06/08/core-infra/accelerating-machine-learning-for-computer-vision/", "published_at": "2017-06-08T17:30:00+00:00" }, { "id": "01a0c578-5266-7182-b112-b5c0f0317764", "title": "Under the hood: Photo Search", "url": "https://engineering.fb.com/2017/05/22/ml-applications/under-the-hood-photo-search/", "published_at": "2017-05-22T16:00:00+00:00" }, { "id": "01a0c578-5266-7182-b112-b5c0f0a7f068", "title": "ParlAI: A new software platform for dialog research", "url": "https://engineering.fb.com/2017/05/15/ml-applications/parlai-a-new-software-platform-for-dialog-research/", "published_at": "2017-05-15T16:00:00+00:00" }, { "id": "01a0c578-5266-7182-b112-b5c0f0d45287", "title": "A novel approach to neural machine translation", "url": "https://engineering.fb.com/2017/05/09/ml-applications/a-novel-approach-to-neural-machine-translation/", "published_at": "2017-05-09T16:00:00+00:00" }, { "id": "01a0c578-5266-7182-b112-b5c0f17086a2", "title": "Expanded fastText library now fits on smaller-memory devices", "url": "https://engineering.fb.com/2017/05/02/ml-applications/expanded-fasttext-library-now-fits-on-smaller-memory-devices/", "published_at": "2017-05-02T16:00:00+00:00" }, { "id": "01a0c578-5266-7182-b112-b5c0f19b1c2c", "title": "Connectivity: A building block approach", "url": "https://engineering.fb.com/2017/04/19/connectivity/connectivity-a-building-block-approach/", "published_at": "2017-04-19T15:22:53+00:00" }, { "id": "01a0c586-1d6b-7355-af05-7c26dcbcff41", "title": "Faiss: A library for efficient similarity search", "url": "https://engineering.fb.com/2017/03/29/data-infrastructure/faiss-a-library-for-efficient-similarity-search/", "published_at": "2017-03-29T16:00:00+00:00" }, { "id": "01a0c586-1d6b-7355-af05-7c26dcd1ab4b", "title": "Reviewing Aquila’s first full-scale test flight", "url": "https://engineering.fb.com/2016/12/16/connectivity/reviewing-aquila-s-first-full-scale-test-flight/", "published_at": "2016-12-16T15:19:13+00:00" }, { "id": "01a0c586-1d6b-7355-af05-7c26dd7a27c6", "title": "Facebook demonstrates record-breaking data rate using millimeter-wave technology", "url": "https://engineering.fb.com/2016/11/10/connectivity/facebook-demonstrates-record-breaking-data-rate-using-millimeter-wave-technology/", "published_at": "2016-11-10T12:00:00+00:00" }, { "id": "01a0c586-1d6b-7355-af05-7c26ddb212a4", "title": "Accelerating innovation and powering new experiences with AI", "url": "https://engineering.fb.com/2016/11/08/ml-applications/accelerating-innovation-and-powering-new-experiences-with-ai/", "published_at": "2016-11-08T10:00:30+00:00" }, { "id": "01a0c586-1d6b-7355-af05-7c26de3bc1fc", "title": "Delivering real-time AI in the palm of your hand", "url": "https://engineering.fb.com/2016/11/08/android/delivering-real-time-ai-in-the-palm-of-your-hand/", "published_at": "2016-11-08T10:00:00+00:00" }, { "id": "01a0c586-1d6b-7355-af05-7c26ded6af4b", "title": "Building an efficient neural language model over a billion words", "url": "https://engineering.fb.com/2016/10/25/ml-applications/building-an-efficient-neural-language-model-over-a-billion-words/", "published_at": "2016-10-25T17:00:00+00:00" }, { "id": "01a0c586-1d6b-7355-af05-7c26df6866b1", "title": "Lessons from building social experiences in VR", "url": "https://engineering.fb.com/2016/10/06/virtual-reality/lessons-from-building-social-experiences-in-vr/", "published_at": "2016-10-06T17:00:00+00:00" }, { "id": "01a0c586-1d6b-7355-af05-7c26dffcd898", "title": "360 video stabilization: A new algorithm for smoother 360 video viewing", "url": "https://engineering.fb.com/2016/08/31/ai-research/360-video-stabilization-a-new-algorithm-for-smoother-360-video-viewing/", "published_at": "2016-08-31T17:00:00+00:00" }, { "id": "01a0c586-1d6b-7355-af05-7c26e0ef65c5", "title": "Segmenting and refining images with SharpMask", "url": "https://engineering.fb.com/2016/08/25/ml-applications/segmenting-and-refining-images-with-sharpmask/", "published_at": "2016-08-25T16:00:00+00:00" }, { "id": "01a0c594-2581-725c-b5af-53104f871a10", "title": "Robotron: Top-down network management at scale", "url": "https://engineering.fb.com/2016/08/24/data-center-engineering/robotron-top-down-network-management-at-scale/", "published_at": "2016-08-24T20:28:17+00:00" }, { "id": "01a0c594-2581-725c-b5af-53105057263d", "title": "FAIR open-sources fastText", "url": "https://engineering.fb.com/2016/08/18/ml-applications/fair-open-sources-fasttext/", "published_at": "2016-08-18T17:13:55+00:00" }, { "id": "01a0c594-2581-725c-b5af-531050ac9470", "title": "Inside Facebook’s hardware labs: Moving faster with more collaboration", "url": "https://engineering.fb.com/2016/08/03/ai-research/inside-facebook-s-hardware-labs-moving-faster-with-more-collaboration/", "published_at": "2016-08-03T15:00:00+00:00" }, { "id": "01a0c594-2581-725c-b5af-5310514ff3a0", "title": "Flying Aquila: Early lessons from the first full-scale test flight and the path ahead", "url": "https://engineering.fb.com/2016/07/21/connectivity/flying-aquila-early-lessons-from-the-first-full-scale-test-flight-and-the-path-ahead/", "published_at": "2016-07-21T16:00:00+00:00" }, { "id": "01a0c594-2581-725c-b5af-53105193ef26", "title": "Harnessing light for wireless communications", "url": "https://engineering.fb.com/2016/07/19/connectivity/harnessing-light-for-wireless-communications/", "published_at": "2016-07-19T14:00:00+00:00" }, { "id": "01a0c594-2581-725c-b5af-531051de3f27", "title": "Building a better way to write posts in multiple languages", "url": "https://engineering.fb.com/2016/07/01/web/building-a-better-way-to-write-posts-in-multiple-languages/", "published_at": "2016-07-01T16:00:00+00:00" }, { "id": "01a0c594-2581-725c-b5af-531052ba8f99", "title": "A path to unsupervised learning through adversarial networks", "url": "https://engineering.fb.com/2016/06/20/ml-applications/a-path-to-unsupervised-learning-through-adversarial-networks/", "published_at": "2016-06-20T11:00:00+00:00" }, { "id": "01a0c594-2581-725c-b5af-53105318cc03", "title": "Introducing DeepText: Facebook’s text understanding engine", "url": "https://engineering.fb.com/2016/06/01/core-infra/introducing-deeptext-facebook-s-text-understanding-engine/", "published_at": "2016-06-01T20:00:00+00:00" }, { "id": "01a0c594-2581-725c-b5af-531053a951f5", "title": "Artificial intelligence, revealed", "url": "https://engineering.fb.com/2016/05/10/ai-research/ai-revealed/", "published_at": "2016-05-10T15:49:40+00:00" }, { "id": "01a0d883-36d1-738a-bf65-d321cc48420e", "title": "Automatic memory leak detection on iOS", "url": "https://engineering.fb.com/2016/04/13/ios/automatic-memory-leak-detection-on-ios/", "published_at": "2016-04-13T00:00:00+00:00" }, { "id": "01a0d883-36d1-738a-bf65-d321ccc83f62", "title": "Reducing FOOMs in the Facebook iOS app", "url": "https://engineering.fb.com/2015/08/24/ios/reducing-fooms-in-the-facebook-ios-app/", "published_at": "2015-08-24T00:00:00+00:00" } ] posts Claim your blog

Back to Engineering at Meta

Blog · corpus.blog/blogs/engineering.fb.com/posts

Engineering at Meta

engineering.fb.com

2019

DLRM: An advanced, open source deep learning recommendation model original ↗

2 Jul 2019

Neural Code Search: ML-based code search using natural language queries original ↗

24 Jun 2019

Releasing Pythia for vision and language multimodal AI models original ↗

21 May 2019

F8 2019 Day 2 keynote and session videos original ↗

1 May 2019

Open source at F8 2019 original ↗

1 May 2019

F8 2019 Day 1 keynote and session videos original ↗

1 May 2019

F8 2019 speakers and sessions now available original ↗

24 Apr 2019

Improving scene understanding through panoptic segmentation original ↗

18 Apr 2019

Aroma: Using machine learning for code recommendation original ↗

12 Apr 2019

Facebook tech news roundup original ↗

10 Apr 2019

Open-sourcing Habana back end for Glow original ↗

4 Apr 2019

PyTorch-BigGraph: Faster embeddings of extremely large graphs original ↗

3 Apr 2019

Turing Award presented to Yann LeCun, Geoffrey Hinton, and Yoshua Bengio original ↗

27 Mar 2019

Facebook’s Mechanism Design for Social Good research winners original ↗

22 Mar 2019

Building lifelike virtual avatars to help people connect in VR original ↗

18 Mar 2019

AI blog roundup original ↗

12 Mar 2019

F8 2019 registration now open original ↗

28 Feb 2019

FAIR open-sources new ELF OpenGo data set, research, and insights original ↗

15 Feb 2019

Cross-lingual pretraining sets new state of the art for natural language understanding original ↗

5 Feb 2019

Teaching AI to learn speech the way children do original ↗

31 Jan 2019

No training required: Exploring random encoders for sentence classification original ↗

30 Jan 2019

Zero-shot transfer across 93 languages: Open-sourcing enhanced LASER library original ↗

22 Jan 2019

AI year in review original ↗

8 Jan 2019

2018

Open sourcing wav2letter++, the fastest state-of-the-art speech system, and flashlight, an ML library going native original ↗

21 Dec 2018

Nevergrad: An open source tool for derivative-free optimization original ↗

20 Dec 2018

Open-sourcing DeepFocus, an AI-powered system for more realistic VR images original ↗

19 Dec 2018

Open-sourcing PyText for faster NLP development original ↗

14 Dec 2018

Facebook contributes to MLPerf, open-sources Mask R-CNN2Go original ↗

12 Dec 2018

PyTorch developer ecosystem expands, 1.0 stable release now available original ↗

7 Dec 2018

Léon Bottou and Olivier Bousquet win Test of Time award original ↗

6 Dec 2018

FAIR turns five: What we’ve accomplished and where we’re headed original ↗

5 Dec 2018

Using AI and satellite imagery for disaster insights original ↗

30 Nov 2018

Neural Egg Separation: Training ML systems to extract audio/video from noisy/cluttered environments original ↗

28 Nov 2018

New fastMRI open source AI research tools from Facebook and NYU School of Medicine original ↗

26 Nov 2018

Toward a deeper understanding of the way AI agents see things original ↗

19 Nov 2018

Making floating point math highly efficient for AI hardware original ↗

8 Nov 2018

Open-sourcing foundational tools for AI performance original ↗

7 Nov 2018

Zero-shot learning: Using text to more accurately identify images original ↗

5 Nov 2018

Horizon: The first open source reinforcement learning platform for large-scale products and services original ↗

1 Nov 2018

Facebook, NYU expand available languages for natural language understanding systems original ↗

26 Oct 2018

Significantly faster generation and training for AI-based audio systems original ↗

22 Oct 2018

Improving AI language understanding by combining multiple word representations original ↗

15 Oct 2018

Under the hood: Facebook Marketplace powered by artificial intelligence original ↗

3 Oct 2018

Facebook accelerates AI development with new partners and production capabilities for PyTorch 1.0 original ↗

2 Oct 2018

Training AI agents to solve unfamiliar tasks original ↗

1 Oct 2018

Data distillation makes omni-supervised learning possible original ↗

24 Sept 2018

2018 @Scale Conference recap original ↗

17 Sept 2018

Efficient tuning of online systems using Bayesian optimization original ↗

17 Sept 2018

Glow: A community-driven approach to AI infrastructure original ↗

13 Sept 2018

Finding and fixing software bugs automatically with SapFix and Sapienz original ↗

13 Sept 2018

Rosetta: Understanding text in images and videos with machine learning original ↗

11 Sept 2018

Scaling neural machine translation to bigger data sets with faster training and inference original ↗

7 Sept 2018

Unsupervised machine translation: A novel approach to provide fast, accurate translations for more languages original ↗

31 Aug 2018

Facebook and NYU School of Medicine launch research collaboration to improve MRI original ↗

20 Aug 2018

Facebook AI Research Expands With New Academic Collaborations original ↗

17 Jul 2018

Facebook researchers win Test of Time award original ↗

13 Jul 2018

Talk the Walk: Teaching AI systems to navigate New York through language original ↗

11 Jul 2018

Spiral: Self-tuning services via real-time machine learning original ↗

28 Jun 2018

Embodied Question Answering: A goal-driven approach to autonomous agents original ↗

2 May 2018

AI at F8 2018: Open frameworks and responsible development original ↗

2 May 2018

Announcing PyTorch 1.0 for both research and production original ↗

2 May 2018

Advancing state-of-the-art image recognition with deep learning on hashtags original ↗

2 May 2018

ONNX expansion speeds AI development original ↗

2 May 2018

F8 2018 registration now open original ↗

21 Feb 2018

Under the hood: Multilingual embeddings original ↗

24 Jan 2018

2017

2017 Year in review: Building immersive experiences original ↗

13 Dec 2017

Optimizing 360 photos at scale original ↗

31 Aug 2017

Transitioning entirely to neural machine translation original ↗

3 Aug 2017

Using AI for new visual storytelling techniques in VR original ↗

26 Jul 2017

Introducing ELF: An extensive, lightweight and flexible platform for game research original ↗

6 Jul 2017

Deal or no deal? Training AI bots to negotiate original ↗

14 Jun 2017

Accelerating machine learning for computer vision original ↗

8 Jun 2017

Under the hood: Photo Search original ↗

22 May 2017

ParlAI: A new software platform for dialog research original ↗

15 May 2017

A novel approach to neural machine translation original ↗

9 May 2017

Expanded fastText library now fits on smaller-memory devices original ↗

2 May 2017

Connectivity: A building block approach original ↗

19 Apr 2017

Faiss: A library for efficient similarity search original ↗

29 Mar 2017

2016

Reviewing Aquila’s first full-scale test flight original ↗

16 Dec 2016

Facebook demonstrates record-breaking data rate using millimeter-wave technology original ↗

10 Nov 2016

Accelerating innovation and powering new experiences with AI original ↗

8 Nov 2016

Delivering real-time AI in the palm of your hand original ↗

8 Nov 2016

Building an efficient neural language model over a billion words original ↗

25 Oct 2016

Lessons from building social experiences in VR original ↗

6 Oct 2016

360 video stabilization: A new algorithm for smoother 360 video viewing original ↗

31 Aug 2016

Segmenting and refining images with SharpMask original ↗

25 Aug 2016

Robotron: Top-down network management at scale original ↗

24 Aug 2016

FAIR open-sources fastText original ↗

18 Aug 2016

Inside Facebook’s hardware labs: Moving faster with more collaboration original ↗

3 Aug 2016

Flying Aquila: Early lessons from the first full-scale test flight and the path ahead original ↗

21 Jul 2016

Harnessing light for wireless communications original ↗

19 Jul 2016

Building a better way to write posts in multiple languages original ↗

1 Jul 2016

A path to unsupervised learning through adversarial networks original ↗

20 Jun 2016

Introducing DeepText: Facebook’s text understanding engine original ↗

1 Jun 2016

Artificial intelligence, revealed original ↗

10 May 2016

Automatic memory leak detection on iOS original ↗

13 Apr 2016

2015

Reducing FOOMs in the Facebook iOS app original ↗

24 Aug 2015