Winnie Xu
9 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (24) π Cross-Pollinator (6) π Renaissance Researcher (6) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(4)
π
Triple Crown
β‘
Prolific Year
(5)
Conferences
ICML (3)
NIPS (3)
AISTATS (2)
ICLR (1)
Top co-authors
Keywords
neural network
(2)
offline reinforcement learning
(1)
implicit neural representation
(1)
variational inference
(1)
curriculum learning
(1)
model robustness
(1)
attention mechanism
(1)
data augmentation
(1)
image compression
(1)
permutation equivariance
(1)
latent state space
(1)
time series generation
(1)
data compression
(1)
stochastic variational inference
(1)
domain generalization
(1)
generative model
(1)
atari game
(1)
implicit regularization
(1)
data selection
(1)
sample efficiency
(1)
Papers
Model Alignment as Prospect Theoretic Optimization
ICML 2024
NoisyMix: Boosting Model Robustness to Common Corruptions
AISTATS 2024
Deep Latent State Space Models for Time-Series Generation
ICML 2023
Neural Functional Transformers
NIPS 2023
Multi-Game Decision Transformers
NIPS 2022
Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt
ICML 2022
Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations
NIPS 2022
Noisy Feature Mixup
ICLR 2022
Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations
AISTATS 2022