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Arna Ghosh
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Deepvo: A deep learning approach for monocular visual odometry
V Mohanty, S Agrawal, S Datta, A Ghosh, VD Sharma, D Chakravarty
arXiv preprint arXiv:1611.06069, 2016
882016
Sad-gan: Synthetic autonomous driving using generative adversarial networks
A Ghosh, B Bhattacharya, SBR Chowdhury
arXiv preprint arXiv:1611.08788, 2016
352016
Estimating brain age from structural MRI and MEG data: Insights from dimensionality reduction techniques
A Xifra-Porxas*, A Ghosh*, GD Mitsis, MH Boudrias
NeuroImage 231, 117822, 2021
342021
Simultaneous localization and classification of acute lymphoblastic leukemic cells in peripheral blood smears using a deep convolutional network with average pooling layer
A Ghosh, S Singh, D Sheet
2017 IEEE international conference on industrial and information systems …, 2017
232017
Handwriting profiling using generative adversarial networks
A Ghosh, B Bhattacharya, SBR Chowdhury
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
202017
-ReQ : Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay
KK Agrawal, AK Mondal, A Ghosh, B Richards
Advances in Neural Information Processing Systems 35, 17626-17638, 2022
192022
Investigating power laws in deep representation learning
A Ghosh, AK Mondal, KK Agrawal, B Richards
arXiv preprint arXiv:2202.05808, 2022
162022
Current state and future directions for learning in biological recurrent neural networks: A perspective piece
RH Eyono, E Boven, A Ghosh, J Pemberton, F Scherr, C Clopath, ...
Neurons, Behavior, Data analysis, and Theory 1, 2022
10*2022
Deep semantic architecture with discriminative feature visualization for neuroimage analysis
A Ghosh, F Maso, M Roig, GD Mitsis, MH Boudrias
arXiv preprint arXiv:1805.11704, 2018
92018
Adgap: Advanced global average pooling
A Ghosh, B Bhattacharya, SBR Chowdhury
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
82018
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
YH Liu, A Ghosh, B Richards, E Shea-Brown, G Lajoie
Advances in Neural Information Processing Systems 35, 23077-23097, 2022
52022
Unfolding the effects of acute cardiovascular exercise on neural correlates of motor learning using convolutional neural networks
A Ghosh, F Dal Maso, M Roig, GD Mitsis, MH Boudrias
Frontiers in neuroscience 13, 482164, 2019
52019
Synaptic weight distributions depend on the geometry of plasticity
R Pogodin, J Cornford, A Ghosh, G Gidel, G Lajoie, B Richards
arXiv preprint arXiv:2305.19394, 2023
32023
How gradient estimator variance and bias impact learning in neural networks
A Ghosh, YH Liu, G Lajoie, K Kording, BA Richards
The Eleventh International Conference on Learning Representations, 2022
32022
Learning better with Dale’s Law: A Spectral Perspective
P Li, J Cornford, A Ghosh, B Richards
Advances in Neural Information Processing Systems 36, 2024
22024
Training autoencoders in sparse domain
B Bhattacharya, A Ghosh, SBR Chowdhury
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
22018
The effects of the NMDAR co-agonist d-serine on the structure and function of optic tectal neurons in the developing visual system
Z Chorghay, VJ Li, A Schohl, A Ghosh, ES Ruthazer
Scientific Reports 13 (1), 13383, 2023
1*2023
Dimensionality and flexibility of learning in biological recurrent neural networks
BA Richards, C Clopath, RP Costa, W Maass, LY Prince, A Ghosh, ...
12020
Addressing Sample Inefficiency in Multi-View Representation Learning
KK Agrawal, A Ghosh, A Oberman, B Richards
arXiv preprint arXiv:2312.10725, 2023
2023
On the Information Geometry of Vision Transformers
S Joseph, KK Agrawal, A Ghosh, BA Richards
NeurIPS 2023 Workshop on Symmetry and Geometry in Neural Representations, 2023
2023
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