Patrick Chen
5 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Models
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
model compression
(2)
matrix factorization
(2)
machine translation
(1)
depth estimation
(1)
multi-layer depth
(1)
low-rank decomposition
(1)
low-rank approximation
(1)
language model
(1)
synthetic data
(1)
end-to-end learning
(1)
gumbel softmax
(1)
inference speed
(1)
beam search
(1)
word embedding
(1)
softmax approximation
(1)
label clustering
(1)
neural language model
(1)
next-word prediction
(1)
vocabulary partition
(1)
extreme multi-label classification
(1)
Papers
Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation
ICCV 2025
ELIAS: End-to-End Learning to Index and Search in Large Output Spaces
NeurIPS 2022
DRONE: Data-aware Low-rank Compression for Large NLP Models
NeurIPS 2021
Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks
ICLR 2019
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking
NeurIPS 2018