Tyler R. Scott

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Feature Tracking

Structure From Motion

Von Mises Fisher

Visual Representation

Top Venues

AAAI Spring Symposia

iTextbooks@AIED

Publications

Matt Jones, Tyler R. Scott, Michael C. Mozer
Human-like Learning in Temporally Structured Environments. AAAI Spring Symposia (2024)
David Mayo, Tyler R. Scott, Mengye Ren, Gamaledin Elsayed, Katherine L. Hermann, Matt Jones, Michael Mozer
Multitask Learning Via Interleaving: A Neural Network Investigation. CogSci (2023)
Matt Jones, Tyler R. Scott, Mengye Ren, Gamaleldin Fathy Elsayed, Katherine Hermann, David Mayo, Michael Curtis Mozer
Learning in temporally structured environments. ICLR (2023)
Tyler R. Scott, Ting Liu, Michael C. Mozer, Andrew C. Gallagher
An Empirical Study on Clustering Pretrained Embeddings: Is Deep Strictly Better? CoRR (2022)
Tyler R. Scott, Andrew C. Gallagher, Michael C. Mozer
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning. ICCV (2021)
Tyler R. Scott, Andrew C. Gallagher, Michael C. Mozer
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning. CoRR (2021)
David Y. J. Kim, Tyler R. Scott, Debshila Basu Mallick, Michael C. Mozer
Using Semantics of Textbook Highlights to Predict Student Comprehension and Knowledge Retention. iTextbooks@AIED (2021)
Mengye Ren, Tyler R. Scott, Michael L. Iuzzolino, Michael C. Mozer, Richard S. Zemel
Online Unsupervised Learning of Visual Representations and Categories. CoRR (2021)
Tyler R. Scott, Michael Shvartsman, Karl Ridgeway
Unifying Few- and Zero-Shot Egocentric Action Recognition. CoRR (2020)
Zhiang Chen, Tyler R. Scott, Sarah Bearman, Harish Anand, Devin Keating, Chelsea Scott, J. Ramon Arrowsmith, Jnaneshwar Das
Geomorphological Analysis Using Unpiloted Aircraft Systems, Structure from Motion, and Deep Learning. IROS (2020)
Zhiang Chen, Tyler R. Scott, Sarah Bearman, Harish Anand, Chelsea Scott, J. Ramon Arrowsmith, Jnaneshwar Das
Geomorphological Analysis Using Unpiloted Aircraft Systems, Structure from Motion, and Deep Learning. CoRR (2019)
Tyler R. Scott, Karl Ridgeway, Michael C. Mozer
Stochastic Prototype Embeddings. CoRR (2019)
Tyler R. Scott, Karl Ridgeway, Michael C. Mozer
Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning. CoRR (2018)
Tyler R. Scott, Karl Ridgeway, Michael C. Mozer
Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning. NeurIPS (2018)