Alex Nguyen
5 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Applications · Natural Language Processing
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Keywords
privacy-preserving machine learning
(1)
model compression
(1)
neural decoding
(1)
contrastive learning
(1)
reinforcement learning
(1)
transfer learning
(1)
image retrieval
(1)
in-context learning
(1)
image reconstruction
(1)
policy learning
(1)
brain-computer interface
(1)
instruction tuning
(1)
training data selection
(1)
generative model
(1)
diffusion model
(1)
scaling law
(1)
diffusion prior
(1)
task diversity
(1)
on-device training
(1)
imperfect information game
(1)
Papers
Differential learning kinetics govern the transition from memorization to generalization during in-context learning
ICLR 2025
DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering
NAACL 2024
Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models
ACL 2024
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors
NeurIPS 2023
RLCard: A Platform for Reinforcement Learning in Card Games
IJCAI 2020