Tiny Machine Learning: Progress and Futures

Tiny Machine Learning: Progress and Futures

28 March 2024

Song Han

Papers citing "Tiny Machine Learning: Progress and Futures"

17 / 17 papers shown

Title
A Survey on Collaborative Mechanisms Between Large and Small Language Models Yi Chen JiaHao Zhao HaoHao Han 33 0 0 12 May 2025
TeleSparse: Practical Privacy-Preserving Verification of Deep Neural Networks Mohammad Maheri Hamed Haddadi Alex Davidson 63 0 0 27 Apr 2025
Hybrid Knowledge Transfer through Attention and Logit Distillation for On-Device Vision Systems in Agricultural IoT Stanley Mugisha Rashid Kisitu Florence Tushabe 17 0 0 21 Apr 2025
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models? Christophe El Zeinaty W. Hamidouche Glenn Herrou D. Ménard Merouane Debbah 41 0 0 13 Apr 2025
Cycle Training with Semi-Supervised Domain Adaptation: Bridging Accuracy and Efficiency for Real-Time Mobile Scene Detection Huu-Phong Phan-Nguyen Anh Dao T. Nguyen Tuan Quang H. Tran Tinh-Anh Nguyen-Nhu Huy-Thach Pham Quan Nguyen Hoang M. Le Quang-Vinh Dinh 30 0 0 12 Apr 2025
Compound and Parallel Modes of Tropical Convolutional Neural Networks Mingbo Li Liying Liu Ye Luo 35 0 0 09 Apr 2025
Edge Intelligence for Wildlife Conservation: Real-Time Hornbill Call Classification Using TinyML Kong Ka Hing Mehran Behjati 32 0 0 03 Apr 2025
Streaming Deep Reinforcement Learning Finally Works Mohamed Elsayed G. Vasan A. R. Mahmood OffRL 35 4 0 18 Oct 2024
On-Device Language Models: A Comprehensive Review Jiajun Xu Zhiyuan Li Wei Chen Qun Wang Xin Gao Qi Cai Ziyuan Ling 36 27 0 26 Aug 2024
Self-Learning for Personalized Keyword Spotting on Ultra-Low-Power Audio Sensors Manuele Rusci Francesco Paci Marco Fariselli Eric Flamand Tinne Tuytelaars 25 0 0 22 Aug 2024
On-Device Training of Fully Quantized Deep Neural Networks on Cortex-M Microcontrollers M. Deutel Frank Hannig Christopher Mutschler Jürgen Teich MQ 18 0 0 15 Jul 2024
A Progressive Framework of Vision-language Knowledge Distillation and Alignment for Multilingual Scene Wenbo Zhang Yifan Zhang Jianfeng Lin Binqiang Huang Jinlu Zhang Wenhao Yu VLM 36 1 0 17 Apr 2024
REDS: Resource-Efficient Deep Subnetworks for Dynamic Resource Constraints Francesco Corti Balz Maag Joachim Schauer U. Pferschy O. Saukh 24 2 0 22 Nov 2023
TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems R. David Jared Duke Advait Jain Vijay Janapa Reddi Nat Jeffries ... Meghna Natraj Shlomi Regev Rocky Rhodes Tiezhen Wang Pete Warden 105 464 0 17 Oct 2020
Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices Byung Hoon Ahn Jinwon Lee J. Lin Hsin-Pai Cheng Jilei Hou H. Esmaeilzadeh 62 54 0 04 Mar 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,549 0 17 Apr 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016