Olexa Bilaniuk

According to our database1, Olexa Bilaniuk authored at least 19 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Neural Causal Structure Discovery from Interventions.
Trans. Mach. Learn. Res., 2023

BARVINN: Arbitrary Precision DNN Accelerator Controlled by a RISC-V CPU.
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2021
Learning Neural Causal Models with Active Interventions.
CoRR, 2021

RISC-V Barrel Processor for Deep Neural Network Acceleration.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021


2020
COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing.
CoRR, 2020

A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms.
Proceedings of the 8th International Conference on Learning Representations, 2020

RISC-V Barrel Processor for Accelerator Control.
Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

2019
Learning Neural Causal Models from Unknown Interventions.
CoRR, 2019

Bit-Slicing FPGA Accelerator for Quantized Neural Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018
A fast and robust homography scheme for real-time planar target detection.
J. Real Time Image Process., 2018

Sparse Attentive Backtracking: Temporal CreditAssignment Through Reminding.
CoRR, 2018

Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Deep Complex Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Sparse Attentive Backtracking: Long-Range Credit Assignment in Recurrent Networks.
CoRR, 2017

Deep Complex Networks.
CoRR, 2017

2016
Feedforward Initialization for Fast Inference of Deep Generative Networks is biologically plausible.
CoRR, 2016

2014
Fast LBP Face Detection on Low-Power SIMD Architectures.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Fast Target Recognition on Mobile Devices: Revisiting Gaussian Elimination for the Estimation of Planar Homographies.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014


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