The Frechet Inception Distance score, or FID for short, is a metric that calculates the distance between feature vectors calculated for real and generated images. The score summarizes how similar the two groups are in terms of statistics on computer vision…

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.