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07/05/2023
MSViT: Dynamic Mixed-Scale Tokenization for Vision Transformers
The input tokens to Vision Transformers carry little semantic meaning as...
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04/11/2023
Revisiting Single-gated Mixtures of Experts
Mixture of Experts (MoE) are rising in popularity as a means to train ex...
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06/09/2021
Knowledge distillation: A good teacher is patient and consistent
There is a growing discrepancy in computer vision between large-scale mo...
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08/27/2020
A Flexible Selection Scheme for Minimum-Effort Transfer Learning
Fine-tuning is a popular way of exploiting knowledge contained in a pre-...
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04/27/2020
Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios
State-of-the-art detection systems are generally evaluated on their abil...
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11/14/2017
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings
Style transfer usually refers to the task of applying color and texture ...
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05/11/2017