187 papers with code For details, please refer to: Deep Learning … 31 papers with code Complementing prior work, we also show that using a low learning rate results in bad conditioning of the loss surface even for a neural network with batch normalization layers. The course is offered in person (how I did it) and as a MOOC. 43 papers with code 128 papers with code 138 papers with code 669 papers with code It is now read-only. Methods From (# of examples) x log_2 (# of labels), which is 400,000 x log_2(3) = Hi all, I hope you've had a good start into 2019! If you were forwarded this newsletter and you like it, you can subscribe assessing its syntactic abilities (it performs remarkably well);I hope you’ve had a good start into 2019! 21 papers with code See a full comparison of 206 papers with code. 14 papers with code 35 papers with code 109 papers with code 820 papers with code 25 papers with code If you do find a task's SotA result is outdated or missing, please raise an issue (with: title of paper, dataset, metric, source code, and year).download the GitHub extension for Visual Studio 329 papers with code RoBERTa was also trained on an order of magnitude more data than BERT, for a longer amount of time. Get the latest machine learning methods with code. Press question mark to learn the rest of the keyboard shortcutsMore posts from the MachineLearning community This is the official repository of Deep Learning for 3D Point Clouds: A Survey (IEEE TPAMI), a comprehensive survey of recent progress in deep learning methods for point clouds. 8 papers with code this excellent post for a deeper analysisgame of Hanabi as a new frontier for AI researchMost of these techniques are already often used in NLP, such as the Transformer, LSTM, and pointer network, while others rely on reinforcement learning, which has seen mostly limited success in NLP. is impressive (see @evc123 Where to find the code for experimenting with them? •Many brilliant people contributed to the development of AI. http://www.wildml.com/2016/04/deep-learning-for-chatbots-part-1-introduction/https://github.com/andrewt3000/DL4NLP/blob/master/README.mdMemory networks (and dynamic memory networks) worth looking atWhich articles are considered the state-of-the-art within Dialogue systems (and/or Q&A)?Great resources, thanks! BERT, Transfer learning for dialogue, Deep Learning SOTA 2019, Gaussian Processes, VI, NLP lesson curricula, fast.ai lessons, AlphaStar, How to manage research teams ... Papers with Code with SOTA 950+ ML tasks, 500+ evaluation tables (including SOTA results) and 8500+ papers with code. 64 papers with code This newsletter covers Optimizing metrics above all else leads to negative outcomes.Algorithms are often implemented without ways to address mistakes.as baseline for the Natural Questions datasetlearning embeddings for biomedical text; DeepMind restricted the number of Actions Per Minute (APM) the agent could make over 5-second, 15-second, and 30-second intervals. 170 papers with code 13 papers with code 1117 papers with code