SIMPLI is a highly configurable pipeline for the analysis of multiplexed imaging data.
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Updated
Sep 23, 2025 - R
SIMPLI is a highly configurable pipeline for the analysis of multiplexed imaging data.
Rewrite the LOUPE library (https://github.com/antoine77340/LOUPE) into Keras version. Many learnable pooling or differentiable aggregation methods are covered. (NetVLAD, NetRVLAD, SoftDBoW, NetFV, CG)
Temporal LoRA gating for LTX 2.3 workflows in ComfyUI.
Official implementation of GateNet
Mixture of Experts from scratch
Interactive flow and mass cytometry gating in R/Shiny on SingleCellExperiment objects, with Gating-ML round-trip. Browser version (no R): github.com/david-priest/GateLab
Bundle of Useful scRNA-seq Gating Tools Extending seuRat
Zero-Boilerplate Async Initialization Gating for Swift Actors & Classes
Paper presented in PCCDA 2026, South Korea (Springer LNNS Conference)
Model from Tsuda B, Tye KM, Siegelmann HT, Sejnowski TJ. A modeling framework for adaptive lifelong learning with transfer and savings through gating in the prefrontal cortex. Proceedings of the National Academy of Sciences, 117 (47), 29872-29882, 2020. https://doi.org/10.1073/pnas.2009591117
Gated-ViGAT. Code and data for our paper: N. Gkalelis, D. Daskalakis, V. Mezaris, "Gated-ViGAT: Efficient bottom-up event recognition and explanation using a new frame selection policy and gating mechanism", IEEE International Symposium on Multimedia (ISM), Naples, Italy, Dec. 2022.
Part I : 3D Object Detection with Waymo Dataset and Complex YOLO; Part II: Sensor Fusion(camera and lidar) using EKF and tracking
Superfluid stream gating authorization tool
🤖🛡️ Evaluation and Deployment Gating for Generative AI Systems
Zero-Boilerplate Async Initialization Gating for Dart Classes
Flow/Mass Cytometry Gating via Spatial Kernel Density Estimation
A small JavaScript library based on state machines (but not entirely) for isolating and managing its own UI-state (transient / non-persisted) layer while controlling a Domain-state (non-transient / persisted) layer like Redux, Radixx
Browser-based flow and mass cytometry gating app: FCS in and out, one population tree per workspace tailored per file or group, FlowJo workspace and FACSChorus import and export, Gating-ML 2.0, compensation, statistics and publication figures. Everything runs locally.
Yet another Verilog static analyzer
SLM-as-Cerebellum for LLM Policy Enforcement - biologically-inspired GO/NO-GO gating
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