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Today we announce a novel, open-source method for text generation tasks (e.g., summarization or sentence fusion), which uses edit operations instead of generating text from scratch, leading to less errors and faster model execution. Read about it below.https://goo.gle/38XfRXU
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We are excited to announce the release of OpenSK, an open-source implementation for FIDO security keys. It is our hope that this research platform will be used by the community to help develop innovative features and accelerate security key adoption.http://goo.gle/38RIkyj
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Announcing the 3rd Workshop & Challenge on Learned Image Compression at
@CVPR2020, which challenges researchers to use#MachineLearning techniques to improve the quality and lower the bandwidth needed for multimedia transmission. Learn all about it ↓https://goo.gle/2OcZq21Thanks. Twitter will use this to make your timeline better. UndoUndo -
A high five for the MediaPipe Visualizer, which allows MediaPipe graphs to be previewed in a web browser - all local on your machine! Learn more about real-time hand tracking with MediaPipe at http://goo.gle/30hzVAD . See http://viz.mediapipe.dev , and learn more details below.https://twitter.com/googledevs/status/1222237214983090176 …
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Meena project leads:
@xpearhead,@lmthang,@quocleixShow this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
Check out Meena, a new state-of-the-art open-domain conversational agent, released along with a new evaluation metric, the Sensibleness and Specificity Average, which captures basic, but important attributes for normal conversation. Learn more below!https://goo.gle/36zB8Wj
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Over the past year, the Google Dataset Search team has been listening to feedback from users. Today, it is officially out of beta with many new improvements, helping scientists, journalists, students and more find the data they need for their research. http://goo.gle/37l0hVD pic.twitter.com/FPcgCIbV62
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Today, in collaboration with
@HHMIJanelia, we are releasing the “hemibrain” connectome, a detailed map of neuronal connectivity of roughly half of a fruit fly brain, plus tools for visualization and analysis. Learn more at https://goo.gle/30IroaG .https://youtu.be/4lVOWoKF5GwThanks. Twitter will use this to make your timeline better. UndoUndo -
Introducing Reformer, an efficiency optimized
#ML architecture, based on the Transformer model for language understanding, that can handle context windows of up to 1 million words, all on a single accelerator with only 16GB of memory. Read all about it ↓https://goo.gle/2treP7rThanks. Twitter will use this to make your timeline better. UndoUndo -
Authors:
@latentjasper &@zacharynadoShow this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
Check out a new study into how the uncertainty of
#ML models degrade with increasing dataset shift. Do the models become increasingly uncertain or do they become confidently incorrect? Learn all about it below!https://goo.gle/2QW6MZlShow this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
Today at the
@ametsoc meeting, we are presenting research into precipitation nowcasting, which focuses on 0-6 hour forecasts with 1 km resolution and only 5-10 minute lag-time, using “physics-free”#MachineLearning models. Learn all about it at https://goo.gle/35SAEdk .pic.twitter.com/7P2ebHh9KrThanks. Twitter will use this to make your timeline better. UndoUndo -
In a retrospective blog post, Senior Fellow and SVP of Google Research and Health
@JeffDean highlights just a few of the research advances Google made in 2019, and outlines some challenges as we start 2020. We look forward to sharing our research with you!http://goo.gle/2QZo0UEThanks. Twitter will use this to make your timeline better. UndoUndo -
Check out new research published in
@nature that evaluates the accuracy of a#machinelearning model developed to detect breast cancer in de-identified screening mammograms. Read the full paper: http://goo.gle/35zNays Read the Keyword article: http://goo.gle/36vjXpw https://twitter.com/GoogleHealth/status/1212435097091289088 …Thanks. Twitter will use this to make your timeline better. UndoUndo -
ALBERT is a new, open-source architecture for natural language processing that achieves state-of-the-art performance on multiple benchmarks with ~30% fewer parameters than
#BERT. Learn all about it below:https://goo.gle/2QcWOBsThanks. Twitter will use this to make your timeline better. UndoUndo -
Recorder is a new audio app for
#Pixel4 that leverages state-of-the-art on-device#MachineLearning to transcribe conversations, classify sounds, and index recordings so users can easily find segments of interest, all done entirely on-device. Read more ↓https://goo.gle/35wkgQpThanks. Twitter will use this to make your timeline better. UndoUndo -
Check out a novel approach to out-of-distribution detection, applied to a new benchmark dataset of genomic sequences, that enables a
#MachineLearning model to better discriminate between anomalous data and that used in training. Learn all about it below ↓https://goo.gle/2sCZz6OThanks. Twitter will use this to make your timeline better. UndoUndo -
The new Portrait Mode for Pixel 4 leverages dual cameras and the dual-pixel auto-focus system to improve depth estimation, allowing users to take professional-looking shallow depth of field images both close-up and at a distance. Learn how it was done at https://goo.gle/2YS4MDI pic.twitter.com/mF1btwQt5O
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Congratulations to Googlers
@marc_najork,@calderbrad and@xeeliz for being named as 2019@TheOfficialACM Fellows! They and 55 others are being recognized for their wide-ranging and fundamental contributions to computing technologies. Learn more below!https://www.acm.org/media-center/2019/december/fellows-2019 …Thanks. Twitter will use this to make your timeline better. UndoUndo -
Inspired by participatory design,
#participatoryML is an approach to building#MachineLearning systems that actively involves a diversity of stakeholders. Check out some talks from the recent#PAIR Symposium, which took place in the Google London office.http://goo.gle/34gVtylThanks. Twitter will use this to make your timeline better. UndoUndo
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