Shreyas Saxena
6 papers · 2016–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π±
Topic Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Application Areas
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Analysis
(2)
Architectures
(2)
Learning Types
(2)
Resources & Methods
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Learning Paradigms Β· Artificial Intelligence
(1)
Learning Paradigms Β· Machine Learning
(1)
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)
sparsity
(1)
weight sharing
(1)
convolutional neural network
(1)
deep neural network
(1)
model ensemble
(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
NeurIPS 2019
Learning Unsupervised Visual Grounding Through Semantic Self-Supervision
IJCAI 2019
Convolutional Neural Fabrics
NeurIPS 2016