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Jason Ramapuram
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Self-supervised multimodal versatile networks
JB Alayrac, A Recasens, R Schneider, R Arandjelović, J Ramapuram, ...
Advances in neural information processing systems 33, 25-37, 2020
4412020
Hypersim: A photorealistic synthetic dataset for holistic indoor scene understanding
M Roberts, J Ramapuram, A Ranjan, A Kumar, MA Bautista, N Paczan, ...
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
3442021
Lifelong generative modeling
J Ramapuram, M Gregorova, A Kalousis
Journal of Neurocomputing, 2020, 2017
1472017
Continual Classification Learning Using Generative Models
F Lavda, J Ramapuram, M Gregorova, A Kalousis
Continual Learning Workshop NIPS 2018, 2018
642018
Stabilizing transformer training by preventing attention entropy collapse
S Zhai, T Likhomanenko, E Littwin, D Busbridge, J Ramapuram, Y Zhang, ...
International Conference on Machine Learning, 40770-40803, 2023
562023
Do Self-Supervised and Supervised Methods Learn Similar Visual Representations?
TG Grigg, D Busbridge, J Ramapuram, R Webb
2nd Workshop on Self-Supervised Learning: Theory and Practice (NeurIPS 2021), 2021
222021
Position prediction as an effective pretraining strategy
S Zhai, N Jaitly, J Ramapuram, D Busbridge, T Likhomanenko, JY Cheng, ...
ICML 2022, 2022
202022
How to scale your EMA
D Busbridge, J Ramapuram, P Ablin, T Likhomanenko, EG Dhekane, ...
Advances in Neural Information Processing Systems 36, 73122-73174, 2023
132023
The role of entropy and reconstruction in multi-view self-supervised learning
BR Gálvez, A Blaas, P Rodríguez, A Golinski, X Suau, J Ramapuram, ...
International Conference on Machine Learning, 29143-29160, 2023
122023
Variational Saccading: Efficient Inference for Large Resolution Images
J Ramapuram, M Diephuis, R Webb, A Kalousis
2019 British Machine Vision Conference; 2018 Bayesian Deep Learning Workshop …, 2018
92018
Theory, analysis, and best practices for sigmoid self-attention
J Ramapuram, F Danieli, E Dhekane, F Weers, D Busbridge, P Ablin, ...
arXiv preprint arXiv:2409.04431, 2024
82024
Evaluating the fairness of fine-tuning strategies in self-supervised learning
J Ramapuram, D Busbridge, R Webb
BayLearn 2021, 2021
82021
Duet: 2d structured and approximately equivariant representations
X Suau, F Danieli, TA Keller, A Blaas, C Huang, J Ramapuram, ...
ICML 2023, 2023
62023
Elastic Weight Consolidation Improves the Robustness of Self-Supervised Learning Methods under Transfer
A Ovsianas, J Ramapuram, D Busbridge, EG Dhekane, R Webb
NeurIPS 2022 Workshop: Self-Supervised Learning - Theory and Practice, 2022
52022
Improving discrete latent representations with differentiable approximation bridges
J Ramapuram, R Webb
2020 International Joint Conference on Neural Networks (IJCNN), 1-10, 2020
5*2020
Poly-view contrastive learning
A Shidani, D Hjelm, J Ramapuram, R Webb, EG Dhekane, D Busbridge
ICLR 2024, 2024
42024
Challenges of Adversarial Image Augmentations
A Blaas, X Suau, J Ramapuram, N Apostoloff, L Zappella
I Can’t Believe It’s Not Better Workshop (NeurIPS 2021), 2021
42021
Stochastic Contrastive Learning
J Ramapuram, D Busbridge, X Suau, R Webb
2nd Workshop on Self-Supervised Learning: Theory and Practice (NeurIPS 2021), 2021
42021
Kanerva++: extending The Kanerva Machine with differentiable, locally block allocated latent memory
J Ramapuram, Y Wu, A Kalousis
ICLR 2021, 2021
42021
Large-scale Nonlinear Variable Selection via Kernel Random Features
M Gregorová, J Ramapuram, A Kalousis, S Marchand-Maillet
ECML PKDD 2018, 2018
32018
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Artículos 1–20