all AI news
Data Augmentation in Temporal and Polar Domains for Event-Based Learning. (arXiv:2207.11659v2 [cs.CV] UPDATED)
Sept. 14, 2022, 1:14 a.m. | Haibo Shen, Juyu Xiao, Yihao Luo, Xiang Cao, Liangqi Zhang, Tianjiang Wang
cs.CV updates on arXiv.org arxiv.org
Event cameras are inherently suitable for spikingneural networks (SNNS) and
have great potential in challenging scenesdue to the advantages of bionics,
asynchrony, high dynamic range, and no motion blur.However, novel data
augmentations designed for event properties are required to process the
unconventional output of these cameras in order to unlock their potential.In
this paper, we explore the extraordinary influence of brightness variations due
to event properties. Along the way, two novel data augmentation methods,
lemph[EventInvert) and lemph(EventDrift) (EventID), are proposedto …
More from arxiv.org / cs.CV updates on arXiv.org
Multi-View Spectrogram Transformer for Respiratory Sound Classification
2 days, 23 hours ago |
arxiv.org
GaussianHead: High-fidelity Head Avatars with Learnable Gaussian Derivation
2 days, 23 hours ago |
arxiv.org
OTMatch: Improving Semi-Supervised Learning with Optimal Transport
2 days, 23 hours ago |
arxiv.org
Jobs in AI, ML, Big Data
Senior Machine Learning Engineer
@ GPTZero | Toronto, Canada
ML/AI Engineer / NLP Expert - Custom LLM Development (x/f/m)
@ HelloBetter | Remote
Doctoral Researcher (m/f/div) in Automated Processing of Bioimages
@ Leibniz Institute for Natural Product Research and Infection Biology (Leibniz-HKI) | Jena
Seeking Developers and Engineers for AI T-Shirt Generator Project
@ Chevon Hicks | Remote
Senior Applied Data Scientist
@ dunnhumby | London
Principal Data Architect - Azure & Big Data
@ MGM Resorts International | Home Office - US, NV