by Katharina Dost | Nov 22, 2021 | AI Reading Group, News
Where and when: Thursday, Nov 25 at 2-3pm in Google Meet (see the calendar invite for the link). Abstract The neuroscience of perception has recently been revolutionized with an integrative modeling approach in which computation, brain function, and behavior are...
by Katharina Dost | Oct 21, 2021 | AI Reading Group, News
Where and when: Thursday, Oct 28 at 2-3pm in 303S-561 or Google Meet (see the calendar invite for the link). Abstract In this paper, we pose a challenge for AI researchers: to develop systems that learn in a human-like manner. We briefly review the history of machine...
by Katharina Dost | Oct 7, 2021 | AI Reading Group, News
Where and when: Thursday, Oct 14 at 2-3pm in Google Meet (see the calendar invite for the link) or 303S-561 if possible. Abstract Most real systems consist of a large number of interacting, multi-typed components, while most contemporary researches model them as...
by Katharina Dost | Sep 23, 2021 | AI Reading Group, News
Where and when: Thursday, Sep 30 at 2-3pm in Google Meet (see the calendar invite for the link) Abstract We introduce Generative Spoken Language Modeling, the task of learning the acoustic and linguistic characteristics of a language from raw audio (no text, no...
by Katharina Dost | Aug 19, 2021 | AI Reading Group, News
Where and when: Thursday, Sep 2 at 2-3pm in 303S-561 Abstract Machine learning methods offer great promise for fast and accurate detection and prognostication of coronavirus disease 2019 (COVID-19) from standard-of-care chest radiographs (CXR) and chest computed...
by Katharina Dost | Aug 12, 2021 | AI Reading Group, News
Where and when: Thursday, Aug 19 at 2-3pm in 303S-561 Abstract A key element of AutoML systems is setting the types of models that will be used for each type of task. For classification and regression problems with tabular data, the use of tree ensemble models (like...
