Steven Reich
4 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Keywords
federated learning
(1)
representation learning
(1)
image classification
(1)
vision transformer
(1)
few-shot learning
(1)
structured prediction
(1)
model calibration
(1)
knowledge distillation
(1)
machine translation
(1)
data augmentation
(1)
named entity recognition
(1)
image reconstruction
(1)
language model
(1)
ensemble distillation
(1)
gradient attack
(1)
feature extractor
(1)
feature regularization
(1)
model inversion
(1)
Papers
Decepticons: Corrupted Transformers Breach Privacy in Federated Learning for Language Models
ICLR 2023
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations
ICML 2022
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast—Choose Three
EMNLP 2020
Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks
ICML 2020