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03/15/2023
SymBa: Symmetric Backpropagation-Free Contrastive Learning with Forward-Forward Algorithm for Optimizing Convergence
The paper proposes a new algorithm called SymBa that aims to achieve mor...
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05/27/2022
X-ViT: High Performance Linear Vision Transformer without Softmax
Vision transformers have become one of the most important models for com...
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05/15/2022
Proxyless Neural Architecture Adaptation for Supervised Learning and Self-Supervised Learning
Recently, Neural Architecture Search (NAS) methods have been introduced ...
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11/17/2021
SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness
Randomized smoothing is currently a state-of-the-art method to construct...
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06/15/2020
Differentiable Neural Architecture Transformation for Reproducible Architecture Improvement
Recently, Neural Architecture Search (NAS) methods are introduced and sh...
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10/23/2019