Class incremental learning of remote sensing images based on class similarity distillation. [PDF]
PeerJ Comput Sci, 2023 Shen M, Chen D, Hu S, Xu G.
europepmc +1 more source
Advanced Robotics Research, EarlyView.Permanent magnet putty (PMP) integrates high‐coercivity NdFeB particles with a dynamic polyborosiloxane–Ecoflex matrix, achieving rapid self‐healing (90% mechanical recovery in 10 s) and magnetic recovery within 20 min. With twice the sensitivity of commercial putties, PMP enables precise 5–30 N force detection and discrimination between pressing and ...
Ruotong Zhao +5 more
wiley +1 more source
Incremental Learning of Goal-Directed Actions in a Dynamic Environment by a Robot Using Active Inference. [PDF]
Entropy (Basel), 2023 Matsumoto T, Ohata W, Tani J.
europepmc +1 more source
Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion [PDF]
Yukun Chen +5 more
openalex +1 more source
Modular, Textile‐Based Soft Robotic Grippers for Agricultural Produce Handling
Advanced Robotics Research, EarlyView.This article introduces textile‐based pneumatic grippers that transform simple textiles into robust bending actuators. Detailed experiments uncover how cut geometry and fabric selection shape performance. Successful handling of fragile agricultural items showcases the potential of textile robotics for safe, scalable automation in food processing and ...
Zeyu Hou +4 more
wiley +1 more source
ELM-KL-LSTM: a robust and general incremental learning method for efficient classification of time series data. [PDF]
PeerJ Comput Sci, 2023 Zhou Q, Wang ZY, Huang L.
europepmc +1 more source
Incremental learning using feature labels for synthetic aperture radar automatic target recognition
, 2022 Chao Hu +4 more
openalex +1 more source
An Incremental Learning Method Based on Dynamic Ensemble RVM for Intrusion Detection [PDF]
, 2021 Zhijun Wu +3 more
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Smart REASSURED Sensors via Machine‐Augmented Printable On‐Paper Arrays
Advanced Sensor Research, EarlyView.This perspective highlights the emerging role of pattern‐recognition, printable on‐paper sensor arrays for intelligent PoC diagnostics. It discusses how paper's inherent limitations can be overcome through surface modification and scalable printing, and how machine‐learning analysis of cross‐reactive arrays enables multiplexed, low‐cost, and REASSURED ...
Naimeh Naseri, Saba Ranjbar
wiley +1 more source
Incremental face clustering with optimal summary learning via graph convolutional network [PDF]
, 2021 Xuan Zhao +4 more
openalex +1 more source