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Repositories (5)
torchquantum
mit-han-lab/torchquantum
Jupyter Notebook
A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.
1.4k
213
data-efficient-gans
mit-han-lab/data-efficient-gans
Python
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
1.3k
176
lite-transformer
mit-han-lab/lite-transformer
Python
[ICLR 2020] Lite Transformer with Long-Short Range Attention
576
77
tinyengine
mit-han-lab/tinyengine
C
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
570
87
hardware-aware-transformers
mit-han-lab/hardware-aware-transformers
Python
[ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
336
52