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List of works by Kyunghyun Cho

A Transformer-based Function Symbol Name Inference Model from an Assembly Language for Binary Reversing

scientific article published on 05 July 2023

Attention-Based Models for Speech Recognition ⬇️

scholarly article by Jan K. Chorowski et al published 2015 in Advances in Neural Information Processing Systems 28

Can Unconditional Language Models Recover Arbitrary Sentences? ⬇️

scientific article published in January 2019

Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks ⬇️

article by Kyunghyun Cho et al published November 2015 in IEEE Transactions on Multimedia

Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement ⬇️

scientific article published on 19 February 2018

Dynamic Neural Turing Machine with Continuous and Discrete Addressing Schemes

scientific article published on 30 January 2018

End-to-End Goal-Driven Web Navigation ⬇️

scientific article published in January 2016

Enhanced gradient for training restricted Boltzmann machines

scientific article published on 13 November 2012

Identifying and attacking the saddle point problem in high-dimensional non-convex optimization ⬇️

scientific article published in January 2014

Iterative Neural Autoregressive Distribution Estimator NADE-k ⬇️

scientific article published in January 2014

Iterative Refinement of the Approximate Posterior for Directed Belief Networks ⬇️

scientific article published in January 2016

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

scholarly article

Loss Functions for Multiset Prediction ⬇️

article published in 2018

Measuring the usefulness of hidden units in Boltzmann machines with mutual information

scientific article published on 28 September 2014

Neural Machine Translation by Jointly Learning to Align and Translate ⬇️

scholarly article

On the Number of Linear Regions of Deep Neural Networks ⬇️

scientific article published in January 2014

On the Properties of Neural Machine Translation: Encoder-Decoder Approaches ⬇️

Optimal tuning of weighted kNN- and diffusion-based methods for denoising single cell genomics data

scientific article published on 07 January 2021

Prediction of Total Knee Replacement and Diagnosis of Osteoarthritis by Using Deep Learning on Knee Radiographs: Data from the Osteoarthritis Initiative

scientific article published on 23 June 2020

Recurrent Neural Networks for Multivariate Time Series with Missing Values

scientific article published on 17 April 2018

Saliency-based Sequential Image Attention with Multiset Prediction ⬇️

scientific article published in January 2017

SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine ⬇️

Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

scholarly article

Spatio-Temporal Dynamics of Intrinsic Networks in Functional Magnetic Imaging Data Using Recurrent Neural Networks

scholarly article by R Devon Hjelm et al published 2018 in Frontiers in Neuroscience

Task-Oriented Query Reformulation with Reinforcement Learning ⬇️

scientific article published on 19 July 2017

Theano: A Python framework for fast computation of mathematical expressions

journal article

Two-Layer Contractive Encodings with Shortcuts for Semi-supervised Learning

Two-layer contractive encodings for learning stable nonlinear features

scientific article published on 28 September 2014

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