liangyn22 / MCUFormerView external linksLinks
[NeurIPS 2023] MCUFormer: Deploying Vision Transformers on Microcontrollers with Limited Memory
☆75Oct 31, 2023Updated 2 years ago
Alternatives and similar repositories for MCUFormer
Users that are interested in MCUFormer are comparing it to the libraries listed below
Sorting:
- ☆13Jul 14, 2025Updated 7 months ago
- This is the official pytorch implementation for the paper: Towards Accurate Post-training Quantization for Diffusion Models.(CVPR24 Poste…☆38Jun 4, 2024Updated last year
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆82Jan 26, 2021Updated 5 years ago
- Nvidia TAO (Train, Adapt, Optimize) with STM32Cube.AI Developer Cloud☆44May 20, 2025Updated 8 months ago
- Official PyTorch implementation of the paper entitled 'Self Attentive Pooling for Efficient Deep Learning'.☆13May 3, 2024Updated last year
- This is the official pytorch implementation for the paper: *Quantformer: Learning Extremely Low-precision Vision Transformers*.☆30Nov 14, 2022Updated 3 years ago
- ☆16Dec 9, 2023Updated 2 years ago
- ☆24Mar 19, 2022Updated 3 years ago
- HW-PR-NAS is a single surrogate model trained to Pareto rank the architectures based on Accuracy, Latency and energy consumption☆15Oct 15, 2022Updated 3 years ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆922Nov 27, 2024Updated last year
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Jul 11, 2024Updated last year
- RecConv: Efficient Recursive Convolutions for Multi-Frequency Representations☆19Oct 13, 2025Updated 4 months ago
- [NeurIPS 2025] AutoSeg3D, online real-time 3D segmentation as instance tracking with long-short term query memory for embodied perception☆40Dec 18, 2025Updated last month
- Code for the paper "PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel Frames" (CVPR 2020).☆18Mar 31, 2021Updated 4 years ago
- Code for the paper: Studying How to Efficiently and Effectively Guide Models with Explanations. ICCV 2023.☆19Nov 1, 2023Updated 2 years ago
- Optimizing the Deployment of Tiny Transformers on Low-Power MCUs☆31Sep 2, 2024Updated last year
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆651Mar 29, 2024Updated last year
- ☆22Jul 14, 2021Updated 4 years ago
- The official implementation of TinyTrain [ICML '24]☆24Jul 19, 2024Updated last year
- Official Implementation of Few-shot Visual Relationship Co-localization☆25Aug 25, 2021Updated 4 years ago
- NXP Platform Accelerator for i.MXRT595 EVK☆11Jun 30, 2025Updated 7 months ago
- ☆22Jan 19, 2023Updated 3 years ago
- [NeurIPS'24]Efficient and accurate memory saving method towards W4A4 large multi-modal models.☆95Jan 3, 2025Updated last year
- FireQ: Fast INT4-FP8 Kernel and RoPE-aware Quantization for LLM Inference Acceleration☆20Jun 27, 2025Updated 7 months ago
- Implementation of CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation☆25Feb 18, 2025Updated 11 months ago
- TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning☆25Jun 2, 2023Updated 2 years ago
- Code for High-Capacity Expert Binary Networks (ICLR 2021).☆27Dec 3, 2021Updated 4 years ago
- [NeurIPS 2023 Spotlight] ZoomTrack: Target-aware Non-uniform Resizing for Efficient Visual Tracking☆19Mar 4, 2024Updated last year
- On-Device Training Under 256KB Memory [NeurIPS'22]☆513Mar 29, 2024Updated last year
- the tracking code, dataset and evaluation code of tiny object tracking☆24Feb 13, 2025Updated last year
- ☆60Aug 27, 2024Updated last year
- [MAI@CVPR 2021] AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks.☆27May 30, 2024Updated last year
- yolov7-polygon-detection☆30Dec 26, 2022Updated 3 years ago
- (ICCV 2023) Official implementation of Rectified Straight Through Estimator (ReSTE).☆31Sep 20, 2024Updated last year
- DetarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration (AAAI2022)☆27May 21, 2022Updated 3 years ago
- Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket☆68Feb 12, 2023Updated 3 years ago
- [ICCV-2023] EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization☆28Dec 6, 2023Updated 2 years ago
- [ICML 2024] Sparse Model Inversion: Efficient Inversion of Vision Transformers with Less Hallucination☆13Apr 29, 2025Updated 9 months ago
- ☆32May 30, 2024Updated last year