195 citations · 202 across the 5 of their papers we have counts for
5 papers
Machine Learning: a Lecture Note
Kyunghyun Cho
This lecture note is intended to prepare early-year master's and PhD students in data science or a related discipline with foundational ideas in machine learning. It starts with ba…
HyperCLOVA X Technical Report
Kang Min Yoo, Jaegeun Han, Sookyo In +393
We introduce HyperCLOVA X, a family of large language models (LLMs) tailored to the Korean language and culture, along with competitive capabilities in English, math, and coding. H…
Towards Disentangled Speech Representations
Cal Peyser, Ronny Huang Andrew Rosenberg Tara N. Sainath, Michael Picheny +1
The careful construction of audio representations has become a dominant feature in the design of approaches to many speech tasks. Increasingly, such approaches have emphasized "dis…
Importance of Search and Evaluation Strategies in Neural Dialogue Modeling
Ilia Kulikov, Alexander H. Miller, Kyunghyun Cho +1
We investigate the impact of search strategies in neural dialogue modeling. We first compare two standard search algorithms, greedy and beam search, as well as our newly proposed i…
High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks
Krzysztof J. Geras, Stacey Wolfson, Yiqiu Shen +7
Advances in deep learning for natural images have prompted a surge of interest in applying similar techniques to medical images. The majority of the initial attempts focused on rep…