Joel Ye

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Latent Variable Models

Biologically Plausible

Exploratory Search

Search Control Knowledge

Top Venues

NeurIPS Datasets and Benchmarks

Publications

Joel Ye, Jennifer L. Collinger, Leila Wehbe, Robert Gaunt
Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity. NeurIPS (2023)
Felix Pei, Joel Ye, David M. Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark M. Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan W. Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity. NeurIPS Datasets and Benchmarks (2021)
Joel Ye, Dhruv Batra, Abhishek Das, Erik Wijmans
Auxiliary Tasks and Exploration Enable ObjectNav. CoRR (2021)
Joel Ye, Chethan Pandarinath
Representation learning for neural population activity with Neural Data Transformers. CoRR (2021)
Felix Pei, Joel Ye, David L. Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark M. Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan W. Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity. CoRR (2021)
Joel Ye, Dhruv Batra, Abhishek Das, Erik Wijmans
Auxiliary Tasks and Exploration Enable ObjectGoal Navigation. ICCV (2021)
Joel Ye, Dhruv Batra, Erik Wijmans, Abhishek Das
Auxiliary Tasks Speed Up Learning Point Goal Navigation. CoRL (2020)
Joel Ye, Dhruv Batra, Erik Wijmans, Abhishek Das
Auxiliary Tasks Speed Up Learning PointGoal Navigation. CoRR (2020)