How unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis
- Shuai Zhang
- Meng Weng
- et al.
- 2022
- ICLR 2022
Publications
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective
- Yimeng Zhang
- Yuguang Yao
- et al.
- 2022
- ICLR 2022
Equivariant Self-Supervised Learning: Encouraging Equivariance in Representations
- Rumen Dangovski
- Li Jing
- et al.
- 2022
- ICLR 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization
- Victor Sanh
- Albert Webson
- et al.
- 2022
- ICLR 2022
ComPhy: Compositional Physical Reasoning of Objects and Events from Videos
- Zhenfang Chen
- Kexin Yi
- et al.
- 2022
- ICLR 2022
Attention-based Interpretability with Concept Transformers
- Mattia Rigotti
- Christoph Miksovic Czasch
- et al.
- 2022
- ICLR 2022
Reverse Engineering of Imperceptible Adversarial Image Perturbations
- Yuguang Yao
- Yifan Gong
- et al.
- 2022
- ICLR 2022
Case-based Reasoning for Better Generalization in Text-Adventure Games
- Mattia Atzeni
- Shehzaad Dhuliawala
- et al.
- 2022
- ICLR 2022
Auto-Transfer: Learning to Route Transferable Representations
- Keerthiram Murugesan
- Vijay Sadashivaiah
- et al.
- 2022
- ICLR 2022
Adversarial Support Alignment
- Shangyuan Tong
- Timur Garipov
- et al.
- 2022
- ICLR 2022