A Theoretical Understanding of Shallow Vision Transformers: Learning, Generalization, and Sample Complexity
- Hongkang Li
- Meng Weng
- et al.
- 2023
- ICLR 2023
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278 results for Pin-Yu Chen
Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis
- Yu-Hsuan Li
- Tzu-Yin Chao
- et al.
- 2022
- NeurIPS 2022
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling
- Hongkang Li
- Meng Wang
- et al.
- 2022
- ICML 2022
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning
- Momin Abbas
- Quan Xiao
- et al.
- 2022
- ICML 2022
Linearity Grafting: How Neuron Pruning Helps Certifiable Robustness
- Tianlong Chen
- Huan Zhang
- et al.
- 2022
- ICML 2022
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework
- Ching-Yun Ko
- Jeet Mohapatra
- et al.
- 2022
- ICML 2022
Vision Transformers are Robust Learners
- Sayak Paul
- Pin-Yu Chen
- 2022
- AAAI 2022
Training a Resilient Q-network against Observational Interference
- Chao-Han Huck Yang
- I. Te Danny Hung
- et al.
- 2022
- AAAI 2022
Zeroth-Order Optimization for Composite Problems with Functional Constraints
- Zichong Li
- Pin-Yu Chen
- et al.
- 2022
- AAAI 2022
Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning
- Chia-Yi Hsu
- Pin-Yu Chen
- et al.
- 2022
- AAAI 2022