Amsterdam

Daniil Cherniavskii

Advanced
@danchern97

PhD student @ University of Amsterdam ex-Meta, AIRI

www.dcherniavskii.com/

RTD_AE. This is an official repository for "Learning topology-preserving data representations" presented at ICLR 2023 conference.

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tda4atd. This is an official repository for "Artificial Text Detection via Examining the Topology of Attention Maps" presented at EMNLP 2021 conference.

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Marduk. Jupyter Notebook

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tda4la. This is an official repository for "Acceptability Judgements via Examining the Topology of Attention Maps" accepted to Findings of EMNLP 2022.

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noisescaling. Test-time scaling by sampling perturbations in the latent space.

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pointer_generator_pytorch. A pytorch implementation of a paper "Get To The Point: Summarization with Pointer-Generator Networks".

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GMML2021Project. Project on Skoltech course "Geometric Methods in Machine Learning" on topic "Disentangled Representation Learning as Nonlinear ICA".

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intent_detection. Code provided for Bachelor diploma "User intent detection in conversation systems", 2019, MIPT.

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