Pseudo Object Replay and Mining for Incremental Object Detection

D Yang, Y Zhou, X Hong, A Zhang, X Wei… - Proceedings of the 31st …, 2023 - dl.acm.org
Incremental object detection (IOD) aims to mitigate catastrophic forgetting for object
detectors when incrementally learning to detect new emerging object classes without using …

An Evolutionary Search-Based Operator Fusion Method with Binary Representation for Deep Learning Inference Acceleration

Y Yang, B Diao, H Liu, Q Chen, Q Wang… - … Conference on Pattern …, 2025 - Springer
The deployment of deep neural network (DNN) models on various devices presents a
significant challenge due to the diverse characteristics of deployment environments …