Annie S Chen
8 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(4)
Application Areas
(4)
Learning Types
(4)
Deep Learning
(2)
Reinforcement Learning
(2)
Core AI
(2)
Core Methods
(2)
Learning Paradigms
(2)
Methods
(2)
Natural Language Processing
(1)
Architectures
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
large language model
(2)
domain adaptation
(2)
transfer learning
(2)
distribution shift
(2)
representation learning
(2)
model calibration
(1)
self-supervised learning
(1)
policy learning
(1)
reinforcement learning from human feedback
(1)
empirical risk minimization
(1)
linear projection
(1)
language model
(1)
spurious correlation
(1)
group distributionally robust optimization
(1)
token prediction
(1)
masked autoencoder
(1)
temperature scaling
(1)
constraint violation
(1)
fine tuning
(1)
safety-critical application
(1)
Papers
Safety Representations for Safer Policy Learning
ICLR 2025
Calibrating Language Models with Adaptive Temperature Scaling
EMNLP 2024
Project and Probe: Sample-Efficient Adaptation by Interpolating Orthogonal Features
ICLR 2024
RLVF: Learning from Verbal Feedback without Overgeneralization
ICML 2024
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning
ICLR 2024
Language-Driven Representation Learning for Robotics
RSS 2023
Surgical Fine-Tuning Improves Adaptation to Distribution Shifts
ICLR 2023
Just Train Twice: Improving Group Robustness without Training Group Information
ICML 2021