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09/12/2023
REVIS: An Error Visualization Tool for Rust
Rust is a programming language that uses a concept of ownership to guara...
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11/19/2022
Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory
Dataset distillation methods aim to compress a large dataset into a smal...
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09/27/2022
Efficient Non-Parametric Optimizer Search for Diverse Tasks
Efficient and automated design of optimizers plays a crucial role in ful...
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07/20/2022
FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning
Federated learning (FL) has recently attracted increasing attention from...
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07/20/2022
DC-BENCH: Dataset Condensation Benchmark
Dataset Condensation is a newly emerging technique aiming at learning a ...
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03/29/2022
Generalizing Few-Shot NAS with Gradient Matching
Efficient performance estimation of architectures drawn from large searc...
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10/31/2021
Optimizing Secure Decision Tree Inference Outsourcing
Outsourcing decision tree inference services to the cloud is highly bene...
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08/18/2021
RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving
Predictor-based algorithms have achieved remarkable performance in the N...
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08/10/2021
Rethinking Architecture Selection in Differentiable NAS
Differentiable Neural Architecture Search is one of the most popular Neu...
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06/18/2020