Shreyas Saxena

20 papers A* 3A 1Misc 1Journal 9Unranked 5

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