Harnessing small projectors and multiple views for efficient vision pretraining.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Learning Successor Features the Simple Way.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Synaptic Weight Distributions Depend on the Geometry of Plasticity.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Addressing Sample Inefficiency in Multi-View Representation Learning.
CoRR, 2023
Learning better with Dale's Law: A Spectral Perspective.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
How gradient estimator variance and bias impact learning in neural networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Investigating Power laws in Deep Representation Learning.
CoRR, 2022
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
$\alpha$-ReQ : Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Estimating brain age from structural MRI and MEG data: Insights from dimensionality reduction techniques.
NeuroImage, 2021
CCN GAC Workshop: Issues with learning in biological recurrent neural networks.
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CoRR, 2021
Deep Semantic Architecture with discriminative feature visualization for neuroimage analysis.
CoRR, 2018
AdGAP: Advanced Global Average Pooling.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Training Autoencoders in Sparse Domain.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
SIMILARnet: Simultaneous Intelligent Localization and Recognition Network.
CoRR, 2017
Simultaneous localization and classification of acute lymphoblastic leukemic cells in peripheral blood smears using a deep convolutional network with average pooling layer.
Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017
Handwriting Profiling Using Generative Adversarial Networks.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
DeepVO: A Deep Learning approach for Monocular Visual Odometry.
CoRR, 2016
SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks.
CoRR, 2016