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iSBEM: An Open-Source Workflow for Automated ROI Targeting in Volume Electron Microscopy

Serial Block Face - Scanning Electron Microscopy (SBF-SEM) is a volume EM method suited to investigate the 3D architecture of tissues and even entire organisms at high resolution. However, imaging large volumes in their entirety is time-consuming and not always necessary. Many research projects have a focused interest in well-defined sub-regions of the samples.

bioRxiv 4d ago

Enhanced Ionization Charge Identification in the Short-Baseline Neutrino Program Neutrino Detectors with Deep Neural Networks

arXiv:2605.18861v3 Announce Type: replace Abstract: We present a deep neural net-based region of interest detection method (DNN ROI) for signal processing in the liquid argon time projection chambers of the Short-Baseline Neutrino (SBN) Program, SBND and ICARUS. DNN ROI addresses limitations of the traditional wire-by-wire thresholding algorithm by leveraging the full two-dimensional detector readout and cross-plane matching information. To account for detector performance variations, we...

arXiv Physics 9d ago

MAPRPose: Mask-Aware Proposal and Amodal Refinement for Multi-Object 6D Pose Estimation

Announce Type: replace Abstract: 6D object pose estimation in cluttered scenes remains challenging due to severe occlusion and sensor noise. We propose MAPRPose, a two-stage framework that leverages mask-aware correspondences for pose proposal and amodal-driven Region-of-Interest (ROI) prediction for robust refinement. In the Mask-Aware Pose Proposal (MAPP) stage, we lift 2D correspondences into 3D space to establish reliable keypoint matches and generate geometrically consistent pose...

arXiv CS 9d ago

ENERGY WATCH: Mideast flare-up

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Channel News Asia 1d ago

Multi-Modal Graph Neural Network with Transformer-Guided Adaptive Diffusion for Preclinical Alzheimer Classification

arXiv:2606.03322v1 Announce Type: new Abstract: The graphical representation of the brain offers critical insights into diagnosing and prognosing neurodegenerative disease via relationships between regions of interest (ROIs). Despite recent emergence of various Graph Neural Networks (GNNs) to effectively capture the relational information, there remain inherent limitations in interpreting the brain networks. Specifically, convolutional approaches ineffectively aggregate information from...

arXiv CS 7d ago

'We've made £25k bagging bargains in Boots and Tesco and selling them on Amazon'

'We've made £25k bagging bargains in Boots and Tesco and selling them on Amazon' Sam Bayliss, 24, and partner Beth Jones, 25, have a lucrative side hustle A couple's side venture is raking in £25,000 annually by purchasing discounted clearance stock - including cut-price condoms - and flogging them on Amazon. Sam Bayliss, 24, and his partner Beth Jones, 25, hunt through clearance aisles in shops like Boots and Superdrug before reselling the bargains online. The duo, who each manage their own...

Daily Mirror 6d ago

AI Is Slowing Down

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Cessation of public development of Kefir C compiler

To whom it may concern, Today I announce the cessation of public development of Kefir C compiler and transition the work into private mode for an indefinite period of time. First and foremost, I myself am saddened by this change, however consider it necessary for sustainability of the project. From now on and for an indefinite period of time, no new major developments of the Kefir compiler project will be distributed publicly.

Hacker News 9d ago