Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework
- Ching-Yun Ko
- Jeet Mohapatra
- et al.
- 2022
- ICML 2022
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34 results at ICML 2022
Revisiting and Advancing Fast Adversarial Training Through the Lens of Bi-Level Optimization
- Yihua Zhang
- Guanhua Zhang
- et al.
- 2022
- ICML 2022
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training
- Tianlong Chen
- Zhenyu Zhang
- et al.
- 2022
- ICML 2022
Towards Scaling Difference Target Propagation by Learning Backprop Targets
- Maxence Ernoult
- Fabrice Normandin
- et al.
- 2022
- ICML 2022
Differentiable Top-k Classification Learning
- Felix Petersen
- Hilde Kuehne
- et al.
- 2022
- ICML 2022
IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data
- Tian Gao
- Debarun Bhattacharjya
- et al.
- 2022
- ICML 2022
CITRIS: Causal Identifiability from Temporal Intervened Sequences
- Phillip Lippe
- Sara Magliacane
- et al.
- 2022
- ICML 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
CONTENTVEC: An Improved Self-Supervised Speech Representation by Disentangling Speakers
- Kaizhi Qian
- Yang Zhang
- et al.
- 2022
- ICML 2022