Yuzhe Yang
Yuzhe Yang
imbalanced-regression
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
multi-domain-imbalance
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
ME-Net
[ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation
SimPer
[ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets
SV-RL
[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning
SubpopBench
[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
OFDM
OFDM simulation project, using BPSK/QPSK and FIR filter.
shortcut-ood-fairness
[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization