06-09-2020
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A bio-inspired bistable recurrent cell allows for
long-lasting memory
by
Nicolas Vecoven
et al
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06-11-2020
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Protecting Against Image Translation Deepfakes by
Leaking Universal Perturbations from Black-Box Neural
Networks
by
Nataniel Ruiz
et al
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06-09-2020
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Neuroevolution in Deep Neural Networks: Current Trends
and Future Challenges
by
Edgar Galván
et al
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06-09-2020
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Physically constrained short-term vehicle trajectory
forecasting with naive semantic maps
by
Albert Dulian
et al
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06-11-2020
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Training Generative Adversarial Networks with Limited
Data
by
Tero Karras
et al
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06-12-2020
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Move-to-Data: A new Continual Learning approach with
Deep CNNs, Application for image-class recognition
by
Miltiadis Poursanidis
et al
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06-11-2020
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Growing Artificial Neural Networks
by
John Mixter
et al
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06-12-2020
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A Practical Sparse Approximation for Real Time
Recurrent Learning
by
Jacob Menick
et al
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06-11-2020
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Online Sequential Extreme Learning Machines: Features
Combined From Hundreds of Midlayers
by
Chandra Swarathesh Addanki
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06-10-2020
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Deep Learning with Attention Mechanism for Predicting
Driver Intention at Intersection
by
Abenezer Girma
et al
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06-11-2020
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Sensorimotor Visual Perception on Embodied System Using
Free Energy Principle
by
Kanako Esaki
et al
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06-11-2020
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Reintroducing Straight-Through Estimators as Principled
Methods for Stochastic Binary Networks
by
Viktor Yanush
et al
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06-11-2020
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Is deep learning necessary for simple classification
tasks?
by
Joseph D. Romano
et al
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06-11-2020
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G5: A Universal GRAPH-BERT for Graph-to-Graph Transfer
and Apocalypse Learning
by
Jiawei Zhang
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06-12-2020
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Understanding the Role of Training Regimes in Continual
Learning
by
Seyed Iman Mirzadeh
et al
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06-11-2020
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Directional convergence and alignment in deep learning
by
Ziwei Ji
et al
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06-11-2020
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A Novel Meta-Heuristic Optimization Algorithm Inspired
by the Spread of Viruses
by
Zhixi Li
et al
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06-10-2020
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Bayesian Experience Reuse for Learning from Multiple
Demonstrators
by
Michael Gimelfarb
et al
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06-11-2020
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Complementary Visual Neuronal Systems Model for
Collision Sensing
by
Qinbing Fu
et al
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06-12-2020
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Power Consumption Variation over Activation Functions
by
Leon Derczynski
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06-10-2020
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OpEvo: An Evolutionary Method for Tensor Operator
Optimization
by
Xiaotian Gao
et al
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06-11-2020
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Self-organization of multi-layer spiking neural
networks
by
Guruprasad Raghavan
et al
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06-11-2020
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Ansor : Generating High-Performance Tensor Programs for
Deep Learning
by
Lianmin Zheng
et al
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06-11-2020
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Tangent Space Sensitivity and Distribution of Linear
Regions in ReLU Networks
by
Bálint Daróczy
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06-12-2020
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Training spiking multi-layer networks with surrogate
gradients on an analog neuromorphic substrate
by
Benjamin Cramer
et al
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06-09-2020
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Better Together: Resnet-50 accuracy with 13x13x fewer
parameters and at 3x3x speed
by
Utkarsh Nath
et al
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06-11-2020
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Few-shot Neural Architecture Search
by
Yiyang Zhao
et al
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06-11-2020
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Towards Dynamic Algorithm Selection for Numerical
Black-Box Optimization: Investigating BBOB as a Use
Case
by
Diederick Vermetten
et al
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06-11-2020
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GAIT-prop: A biologically plausible learning rule
derived from backpropagation of error
by
Nasir Ahmad
et al
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06-11-2020
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Blissful Ignorance: Anti-Transfer Learning for Task
Invariance
by
Eric Guizzo
et al
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06-09-2020
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An Efficient Accelerator Design Methodology for
Deformable Convolutional Networks
by
Saehyun Ahn
et al
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06-10-2020
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Methodology for Realizing VMM with Binary RRAM Arrays:
Experimental Demonstration of Binarized-ADALINE Using
OxRAM Crossbar
by
Sandeep Kaur Kingra
et al
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06-10-2020
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Benchmarking a (μ+λ)(μ+λ) Genetic Algorithm with
Configurable Crossover Probability
by
Furong Ye
et al
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06-11-2020
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Run-time Mapping of Spiking Neural Networks to
Neuromorphic Hardware
by
Adarsha Balaji
et al
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06-10-2020
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Improving Dependability of Neuromorphic Computing With
Non-Volatile Memory
by
Shihao Song
et al
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06-12-2020
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Improved Fixed-Budget Results via Drift Analysis
by
Timo Kötzing
et al
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06-11-2020
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Ensuring smoothly navigable approximation sets by
Bezier curve parameterizations in evolutionary
bi-objective optimization -- applied to brachytherapy
treatment planning for prostate cancer
by
S. C. Maree
et al
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