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On-Device Learning Systems for Edge Intelligence: A Software and Hardware Synergy Perspective.

, , , , , , and . IEEE Internet Things J., 8 (15): 11916-11934 (2021)

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Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning., , , , , , , , and . USENIX Annual Technical Conference, page 177-191. USENIX Association, (2021)PASS: Patch Automatic Skip Scheme for Efficient On-Device Video Perception., , , , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 46 (5): 3938-3954 (May 2024)2D Photogrammetry Image of Adolescent Idiopathic Scoliosis Screening Using Deep Learning., , , , , , and . ISBRA, volume 13760 of Lecture Notes in Computer Science, page 330-342. Springer, (2022)Development of Deep Learning Algorithms for Automated Scoliosis and Abnormal Posture Screening Using 2D Back Image., , , , , , and . ICME, page 960-965. IEEE, (2023)On-Device Learning Systems for Edge Intelligence: A Software and Hardware Synergy Perspective., , , , , , and . IEEE Internet Things J., 8 (15): 11916-11934 (2021)Back Shape Measurement and Three-Dimensional Reconstruction of Spinal Shape Using One Kinect Sensor., , , , , , and . ISBI, page 1-5. IEEE, (2020)Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning., , , , , , , , and . NeurIPS, (2022)CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming., , , , , and . CoRR, (2022)On the Robustness of Neural-Enhanced Video Streaming against Adversarial Attacks., , , , , , and . AAAI, page 17123-17131. AAAI Press, (2024)PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices., , , , , and . AAAI, page 3787-3795. AAAI Press, (2023)