Adaptive gradient-based optimizers such as Adagrad and Adam are crucial for achieving state-of-the-art performance in machine translation and language modeling. However, these methods maintain...

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📝 The paper "GANPaint Studio - Semantic Photo Manipulation with a Generative Image Prior" and its online demo are available here:
https://ganpaint.io/

🙏 We would…

custom cuda kernel for {2, 3}d relative attention with pytorch wrapper - GitHub - Separius/CudaRelativeAttention: custom cuda kernel for {2, 3}d relative attention with pytorch wrapper

DeepFaceLab is the leading software for creating deepfakes. - iperov/DeepFaceLab

See how a modern neural network auto-completes your text

Generative Flow based Sequence-to-Sequence Toolkit written in Python. - XuezheMax/flowseq

A plausible definition of "reasoning" could be "algebraically manipulating previously acquired knowledge in order to answer a new question". This definition covers first-order logical inference or...

Machine Learning is a field of computer science concerned with developing systems that can learn from data.

Like statistics and linear algebra, probability is another foundational field that supports machine learning. Probability is a field of mathematics…

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📝 The paper "Adversarial Examples Are Not Bugs, They Are Features" is available here:
https://gradientscience.org/adv/

The Distill discussion article is available here:
https://distill.pub/2019/advex…

Reinforcement Learning in PyTorch. Contribute to astooke/rlpyt development by creating an account on GitHub.

How to apply Continuous Delivery to build Machine Learning applications

Facebook AI has open sourced MiniRTSv2, a real-time strategy game designed to test and evaluate a range of AI techniques related to reinforcement learning, hierarchical decision-making and natural language processing.

Any solid object can be decomposed into a collection of convex polytopes (in short, convexes). When a small number of convexes are used, such a decomposition can be thought of as a piece-wise...

So this summer I officially started doing research with UCLA-NLP.

My research this summer has been mainly focused on sentence embeddings. That is finding a function that maps a sentence (for our purpose a sequence of tokens) $S = [1, 10, 15, \ldots 5, 6…

We’ve observed agents discovering progressively more complex tool use while playing a simple game of hide-and-seek. Through training in our new simulated hide-and-seek environment, agents build a series of six distinct strategies and counterstrategies, some…

Peter Ondruska, Director, Research

Facebook researchers have created an AI tool that analyzes sample images and then recommends easy changes to a person's outfit to make it more stylish.