MIT HAN Lab
MIT HAN Lab
tinyengine
[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 256K...
mcunet
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
bnn-icestick
Binary Neural Network on IceStick FPGA.
e3d
Efficient 3D Deep Learning
neurips-micronet
[JMLR'20] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion
smoothquant
[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
tiny-training
On-Device Training Under 256KB Memory [NeurIPS'22]
fastcomposer
FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention