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Building a tractable generator network
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            Poster Spotlights

            Jun 15, 2019

            Speakers

            AK

            Abhishek Kumar

            Speaker · 2 followers

            AG

            Adam Golinski

            Speaker · 1 follower

            AS

            Ariella Smofsky

            Speaker · 0 followers

            About

            Invertible neural networks have been a significant thread of research in the ICML community for several years. Such transformations can offer a range of unique benefits: (1) They preserve information, allowing perfect reconstruction (up to numerical limits) and obviating the need to store hidden activations in memory for backpropagation. (2) They are often designed to track the changes in probability density that applying the transformation induces (as in normalizing flows). (3) Like autoreg…

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            I2
            I2

            ICML 2019

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            AI & Data Science

            Category · 10.8k presentations

            About ICML 2019

            The International Conference on Machine Learning (ICML) is the premier gathering of professionals dedicated to the advancement of the branch of artificial intelligence known as machine learning. ICML is globally renowned for presenting and publishing cutting-edge research on all aspects of machine learning used in closely related areas like artificial intelligence, statistics and data science, as well as important application areas such as machine vision, computational biology, speech recognition, and robotics. ICML is one of the fastest growing artificial intelligence conferences in the world. Participants at ICML span a wide range of backgrounds, from academic and industrial researchers, to entrepreneurs and engineers, to graduate students and postdocs.

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