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09/11/2023
Large Language Models for Compiler Optimization
We explore the novel application of Large Language Models to code optimi...
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01/09/2023
Learning to compile smartly for program size reduction
Compiler optimization passes are an important tool for improving program...
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02/16/2022
Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations
Vision Transformers (ViTs) take all the image patches as tokens and cons...
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11/30/2021
Improving Differentiable Architecture Search with a Generative Model
In differentiable neural architecture search (NAS) algorithms like DARTS...
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10/11/2021
Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning
Studies on self-supervised visual representation learning (SSL) improve ...
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09/17/2020
Large Norms of CNN Layers Do Not Hurt Adversarial Robustness
Since the Lipschitz properties of convolutional neural network (CNN) are...
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08/24/2020