Object-based video representations: shape compression and object segmentation [PDF]
, 1998 Object-based video representations are considered to be useful for easing the process of multimedia content production and enhancing user interactivity in multimedia productions.
Brady, Noel
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Global Structural Knowledge Distillation for Semantic Segmentation
IEEE AccessKnowledge distillation (KD) has become a cornerstone for compressing deep neural networks, allowing a smaller student model to learn from a larger teacher model.
Hyejin Park +3 more
doaj +1 more source
Mitigating carbon footprint for knowledge distillation based deep learning model compression. [PDF]
PLoS One, 2023 Rafat K +7 more
europepmc +1 more source
SPG4 and Dementia: Expanding the Clinical Spectrum
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Hereditary spastic paraplegia (HSP) is a group of disorders characterized by progressive spasticity and lower limb weakness, with mutations in SPG4/SPAST being the most common cause. Detailed studies and clinical and molecular comparisons across different populations are missing.
Emanuele Panza +19 more
wiley +1 more source
A generalised damage model for masonry under compression
, 2016 A generalised model based on damage mechanics for predicting the response of masonry subjected to compression is presented. The model accounts for the behaviour of the constituents of the masonry, viz., the units, the mortar and the unit–mortar ...
Dhanasekar, Manicka, Zahra, Tatheer
core +1 more source
An Efficient Anomalous Sound Detection System for Microcontrollers
SensorsAnomalous Sound Detection (ASD) systems are pivotal in the Industrial Internet of Things (IIoT). Through the early detection of machines’ anomalies, these systems facilitate proactive maintenance, thereby mitigating potential losses.
Yi-Cheng Lo +3 more
doaj +1 more source
Perturbation of deep autoencoder weights for model compression and classification of tabular data. [PDF]
Neural Netw, 2022 Abrar S, Samad MD.
europepmc +1 more source
The Role of Calcitonin Gene‐Related Peptide in High‐Altitude Headache: A Prospective Field Study
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective High‐altitude headache (HAH) is a common neurological condition associated with rapid ascent to high altitude. The pathophysiological mechanisms underlying HAH remain incompletely understood. Calcitonin gene‐related peptide (CGRP), a neuropeptide implicated in migraine pathophysiology, may play a key role in the pathophysiology of ...
Roman Schniepp +4 more
wiley +1 more source
On the performance of markup language compression
Data compression is used in our everyday life to improve computer interaction or simply for storage purposes. Lossless data compression refers to those techniques that are able to compress a file in such ways that the decompressed format is the replica ...
Kheirkhahzadeh, Antonio
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Cartilage-on-chip model: triggering osteoarthritis traits through mechanical compression
, 2018 Osteoarthritis (OA) is the most common musculoskeletal disease worldwide and yet an effective therapy is still absent. Associated with cartilage degeneration, OA is recognized as a complex whole joint disease [1], making in vitro modelling particularly ...
Rasponi M +6 more
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