Vivek Ramanujan
Vivek Ramanujan
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What's hidden in a randomly weighted neural network?
V Ramanujan*, M Wortsman*, A Kembhavi, A Farhadi, M Rastegari
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
Supermasks in superposition
M Wortsman*, V Ramanujan*, R Liu, A Kembhavi, M Rastegari, J Yosinski, ...
Advances in Neural Information Processing Systems 33, 15173-15184, 2020
Soft threshold weight reparameterization for learnable sparsity
A Kusupati, V Ramanujan, R Somani, M Wortsman, P Jain, S Kakade, ...
International Conference on Machine Learning, 5544-5555, 2020
Datacomp: In search of the next generation of multimodal datasets
SY Gadre, G Ilharco, A Fang, J Hayase, G Smyrnis, T Nguyen, R Marten, ...
Advances in Neural Information Processing Systems 36, 2024
Improving shape deformation in unsupervised image-to-image translation
A Gokaslan, V Ramanujan, D Ritchie, KI Kim, J Tompkin
Proceedings of the European Conference on Computer Vision (ECCV), 649-665, 2018
Matryoshka representations for adaptive deployment
A Kusupati, G Bhatt, A Rege, M Wallingford, A Sinha, V Ramanujan, ...
arXiv preprint arXiv:2205.13147 3, 2022
Effects of parameter norm growth during transformer training: Inductive bias from gradient descent
W Merrill, V Ramanujan, Y Goldberg, R Schwartz, N Smith
arXiv preprint arXiv:2010.09697, 2020
Forward compatible training for representation learning
V Ramanujan, PKA Vasu, A Farhadi, O Tuzel, H Pouransari
arXiv preprint arXiv:2112.02805, 2021
Llc: Accurate, multi-purpose learnt low-dimensional binary codes
A Kusupati, M Wallingford, V Ramanujan, R Somani, JS Park, K Pillutla, ...
Advances in neural information processing systems 34, 23900-23913, 2021
On the connection between pre-training data diversity and fine-tuning robustness
V Ramanujan, T Nguyen, S Oh, A Farhadi, L Schmidt
Advances in Neural Information Processing Systems 36, 2024
Neural Priming for Sample-Efficient Adaptation
M Wallingford*, V Ramanujan*, A Fang, A Kusupati, R Mottaghi, ...
arXiv preprint arXiv:2306.10191, 2023
Neural radiance field codebooks
M Wallingford, A Kusupati, A Fang, V Ramanujan, A Kembhavi, ...
arXiv preprint arXiv:2301.04101, 2023
On the Connection between Pre-training Data Diversity and Robustness
V Ramanujan, T Nguyen, L Schmidt, A Farhadi
First Workshop on Pre-training: Perspectives, Pitfalls, and Paths Forward at …, 2022
Data Curation for Large Scale Detection Pretraining
V Ramanujan, H Zhang, Y Yang, A Farhadi, AT Toshev, L Schmidt, ...
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