Matthew Evanusa

16 papers A* 1B 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Maelstrom Networks.
CoRR
Matthew Evanusa, Cornelia Fermüller, Yiannis Aloimonos
2023 J jnl
ProtoVAE: Prototypical Networks for Unsupervised Disentanglement.
CoRR
Vaishnavi Patil, Matthew Evanusa, Joseph F. JáJá
2022 — conf
DOT-VAE: Disentangling One Factor at a Time.
ICANN (1)
Vaishnavi Patil, Matthew Evanusa, Joseph F. JáJá
2022 J jnl
DOT-VAE: Disentangling One Factor at a Time.
CoRR
Vaishnavi Patil, Matthew Evanusa, Joseph F. JáJá
2022 J jnl
Deep-Readout Random Recurrent Neural Networks for Real-World Temporal Data.
SN Comput. Sci.
Matthew Evanusa, Snehesh Shrestha, Vaishnavi Patil, Cornelia Fermüller, Michelle Girvan, Yiannis Aloimonos
2021 J jnl
SpikeMS: Deep Spiking Neural Network for Motion Segmentation.
CoRR
Chethan M. Parameshwara, Simin Li, Cornelia Fermüller, Nitin J. Sanket, Matthew Evanusa, Yiannis Aloimonos
2020 J jnl
A Deep 2-Dimensional Dynamical Spiking Neuronal Network for Temporal Encoding trained with STDP.
CoRR
Matthew Evanusa, Cornelia Fermüller, Yiannis Aloimonos
2020 J jnl
Deep Reservoir Networks with Learned Hidden Reservoir Weights using Direct Feedback Alignment.
CoRR
Matthew Evanusa, Cornelia Fermüller, Yiannis Aloimonos
2020 — conf
Event-Based Attention and Tracking on Neuromorphic Hardware.
AICAS
Alpha Renner, Matthew Evanusa, Garrick Orchard, Yulia Sandamirskaya
2020 J jnl
Hybrid Backpropagation Parallel Reservoir Networks.
CoRR
Matthew Evanusa, Snehesh Shrestha, Michelle Girvan, Cornelia Fermüller, Yiannis Aloimonos
2020 A* conf
Network Deconvolution.
ICLR
Chengxi Ye, Matthew Evanusa, Hua He, Anton Mitrokhin, Tom Goldstein, James A. Yorke, Cornelia Fermüller, Yiannis Aloimonos
2019 — conf
Event-Based Attention and Tracking on Neuromorphic Hardware.
CVPR Workshops
Alpha Renner, Matthew Evanusa, Yulia Sandamirskaya
2019 J jnl
Event-based attention and tracking on neuromorphic hardware.
CoRR
Alpha Renner, Matthew Evanusa, Yulia Sandamirskaya
2019 J jnl
Network Deconvolution.
CoRR
Chengxi Ye, Matthew Evanusa, Hua He, Anton Mitrokhin, Tom Goldstein, James A. Yorke, Cornelia Fermüller, Yiannis Aloimonos
2015 — conf
Learning Spatial Models for Navigation.
COSIT
Susan L. Epstein, Anoop Aroor, Matthew Evanusa, Elizabeth I. Sklar, Simon Parsons
2015 B conf
Navigation with Learned Spatial Affordances.
CogSci
Susan L. Epstein, Anoop Aroor, Matthew Evanusa, Elizabeth Sklar, Simon Parsons