Chris Jermaine
8 papers · 2018–2024 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (23) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (6)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
π
Conference Pioneer
Conferences
AISTATS (2)
ICCV (2)
ICLR (1)
ICML (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
federated learning
(2)
image classification
(2)
few-shot learning
(2)
model compression
(2)
transfer learning
(1)
ensemble learning
(1)
feature extraction
(1)
distributed learning
(1)
distributed training
(1)
dropout regularization
(1)
distributed machine learning
(1)
relational database
(1)
foundation model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
parameter efficient fine-tuning
(1)
sparse training
(1)
non-i.i.d. datum
(1)
soft prompt
(1)
prompt tuning
(1)
Papers
Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation
NIPS 2024
LOFT: Finding Lottery Tickets through Filter-wise Training
AISTATS 2023
Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout
AISTATS 2023
Federated Learning Over Images: Vertical Decompositions and Pre-Trained Backbones Are Difficult to Beat
ICCV 2023
Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning
ICML 2023
Meta-Meta Classification for One-Shot Learning
WACV 2022
Few-Shot Image Classification: Just Use a Library of Pre-Trained Feature Extractors and a Simple Classifier
ICCV 2021
Neural Sketch Learning for Conditional Program Generation
ICLR 2018