Shreyas Saxena

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 16

Top Venues

CoRR

ACL (Findings)

ECCV Workshops (3)

ICASSP

Grenoble Alpes University, France (PHD)

Education History

Grenoble Alpes University, France

PHD

Publications

Vithursan Thangarasa, Mahmoud Salem, Shreyas Saxena, Chen-Yu Leong, Joel Hestness, Sean Lie
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models. ACL (Findings) (2024)
Vithursan Thangarasa, Mahmoud Salem, Shreyas Saxena, Kevin Leong, Joel Hestness, Sean Lie
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models. CoRR (2024)
Vithursan Thangarasa, Abhay Gupta, William Marshall, Tianda Li, Kevin Leong, Dennis DeCoste, Sean Lie, Shreyas Saxena
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models. CoRR (2023)
Vithursan Thangarasa, Abhay Gupta, William Marshall, Tianda Li, Kevin Leong, Dennis DeCoste, Sean Lie, Shreyas Saxena
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models. UAI (2023)
Shreyas Saxena, Vithursan Thangarasa, Abhay Gupta, Sean Lie
SIFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency. CoRR (2023)
Takuya Higuchi, Shreyas Saxena, Mehrez Souden, Tien Dung Tran, Masood Delfarah, Chandra Dhir
Dynamic curriculum learning via data parameters for noise robust keyword spotting. CoRR (2021)
Pavan Kumar Anasosalu Vasu, Shreyas Saxena, Oncel Tuzel
Instance-Level Task Parameters: A Robust Multi-task Weighting Framework. CoRR (2021)
Takuya Higuchi, Shreyas Saxena, Mehrez Souden, Tien Dung Tran, Masood Delfarah, Chandra Dhir
Dynamic Curriculum Learning via Data Parameters for Noise Robust Keyword Spotting. ICASSP (2021)
Shreyas Saxena, Nidhi Vyas, Dennis DeCoste
Training With Data Dependent Dynamic Learning Rates. CoRR (2021)
Nidhi Vyas, Shreyas Saxena, Thomas Voice
Learning Soft Labels via Meta Learning. CoRR (2020)
Syed Ashar Javed, Shreyas Saxena, Vineet Gandhi
Learning Unsupervised Visual Grounding Through Semantic Self-Supervision. IJCAI (2019)
Shreyas Saxena, Oncel Tuzel, Dennis DeCoste
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum. NeurIPS (2019)
Syed Ashar Javed, Shreyas Saxena, Vineet Gandhi
Learning Unsupervised Visual Grounding Through Semantic Self-Supervision. CoRR (2018)
Shreyas Saxena, Jakob Verbeek
Convolutional Neural Fabrics. CoRR (2016)
Shreyas Saxena, Jakob Verbeek
Convolutional Neural Fabrics. NIPS (2016)
Shreyas Saxena, Jakob Verbeek
Heterogeneous Face Recognition with CNNs. ECCV Workshops (3) (2016)
Shreyas Saxena, Jakob Verbeek
Coordinated Local Metric Learning. ICCV Workshops (2015)
Shreyas Saxena
Significance of Dynamic Content of Gait Present in the Lower Silhouette Region. CCBR (2011)

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Publication Activity (10 Years)

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Shreyas Saxena