{"total":15,"rows":[{"id":"2206.15472","title":"On-Device Training Under 256KB Memory","created":"2022-06-30","cited_by_count":160,"area":null},{"id":"2110.15352","title":"MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning","created":"2021-10-28","cited_by_count":89,"area":null},{"id":"2403.19076","title":"Tiny Machine Learning: Progress and Futures","created":"2024-03-28","cited_by_count":40,"area":null},{"id":"2310.17752","title":"PockEngine: Sparse and Efficient Fine-tuning in a Pocket","created":"2023-10-26","cited_by_count":23,"area":null},{"id":"2110.08350","title":"Differentiable Network Pruning for Microcontrollers","created":"2021-10-15","cited_by_count":16,"area":null},{"id":"2311.11883","title":"Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review","created":"2023-11-20","cited_by_count":9,"area":null},{"id":"2210.04024","title":"Demand Layering for Real-Time DNN Inference with Minimized Memory Usage","created":"2022-10-08","cited_by_count":7,"area":null},{"id":"2210.12924","title":"OLLA: Optimizing the Lifetime and Location of Arrays to Reduce the Memory Usage of Neural Networks","created":"2022-10-24","cited_by_count":6,"area":null},{"id":"2401.09068","title":"DTMM: Deploying TinyML Models on Extremely Weak IoT Devices with Pruning","created":"2024-01-17","cited_by_count":4,"area":null},{"id":"2403.00176","title":"SoD$^2$: Statically Optimizing Dynamic Deep Neural Network","created":"2024-02-29","cited_by_count":4,"area":null},{"id":"2211.17246","title":"Pex: Memory-efficient Microcontroller Deep Learning through Partial Execution","created":"2022-11-30","cited_by_count":3,"area":null},{"id":"2208.10498","title":"Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey","created":"2022-08-22","cited_by_count":1,"area":null},{"id":"2401.13714","title":"Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollers","created":"2024-01-24","cited_by_count":0,"area":null},{"id":"2403.09035","title":"DiTMoS: Delving into Diverse Tiny-Model Selection on Microcontrollers","created":"2024-03-14","cited_by_count":0,"area":null},{"id":"2608.21646","title":"Power-Performance Characterization of TinyML Systems","created":"2026-08-21","cited_by_count":0,"area":null}],"next_cursor":null}