Shreyas Saxena
6 papers · 2016–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (8) π£ Hot Topic Early Bird π Cross-Pollinator (15) π Renaissance Researcher (6)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(18)
π§
Keyword Pioneer
π±
Topic Pioneer
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Trend Setter
Conferences
NIPS (2)
ACL (1)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
sparse pre-training
(2)
model compression
(2)
image classification
(2)
weight sparsity
(2)
ensemble learning
(1)
curriculum learning
(1)
object detection
(1)
noisy label learning
(1)
self-supervised learning
(1)
knowledge transfer
(1)
multimodal learning
(1)
model architecture
(1)
visual grounding
(1)
efficient computing
(1)
neural architecture
(1)
convolutional neural network
(1)
deep neural network
(1)
model generalization
(1)
model efficiency
(1)
domain-specific model
(1)
Papers
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models
ACL 2024
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
ICML 2024
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models
UAI 2023
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum
NIPS 2019
Learning Unsupervised Visual Grounding Through Semantic Self-Supervision
IJCAI 2019
Convolutional Neural Fabrics
NIPS 2016