Volodymyr Nechyporuk-Zloy
@vnzloy
10%+ Growth Driver | Manager | Microscopist | DL Imaging
#imaging
I am delighted that Abberior is helping to explore the potential of MINFLUX to answer Rod's fundamental biological question about the role of Hot Transient Structures and dynamic connectivity in membrane signaling.
#imaging
There is an inherent beauty in improving the resolution:
A simple, ultrastable, and cost-effective oxygen-scavenging system for long-term DNA-PAINT imaging Rebecca T. et al. doi.org/10.1101/2025.0…
Enhancing STED Microscopy via Fluorescence Lifetime Unmixing and Filtering in Two-Species SPLIT-STED Andréanne Deschênes et al. doi.org/10.1101/2025.0…
#ai
Just got the automatic derivation of FlashAttention's performance model to work! Algebraic descriptions and generated diagrams now support low-level kernels + derive memory usage and bandwidth requirements. Compiled fusion for general/non-elementwise operations is up next.
#ai #mathematics
Adding multi-level performance models to diagrams. This will allow performance models of FlashAttention / matmul / distributed MoEs to be dynamically calculated. Colors indicate execution at different levels, and the hexagons indicate a partitioned axis.
#imaging
Nature Methods is hiring! We are seeking a new editor with expertise in microscopy, imaging technology, and/or cell biology. The position is available in NYC/Jersey City or Shanghai/Beijing on a hybrid working model. Apply by August 3! springernature.wd3.myworkdayjobs.com/SpringerNature…
Fast, Bright and Reversible Rhodamine Tags for Live-Cell Imaging Julian Kompa et al. doi.org/10.1101/2025.0…
#imaging
Really excited to share this Perspective from John Danial covering how technology is moving the field of fluorescence microscopy toward structural biology. nature.com/articles/s4159…
#imaging
A new and simple model-free method to analyze smFRET experiments. Protein dynamics from nano- to milliseconds without the nasty diffusion decays in standard FCS experiments - kudos to the great Ivan Terterov! Have a look! nature.com/articles/s4146…
#ai
We open-sourced the codebase of Flextok. Flextok is an image tokenizer that produces flexible-length token sequences and represents image content in a compressed coarse-to-fine way. Like in PCA: the 1st token captures the most compressed representation of the image, the 2nd…
#ai
Automatically generated diagram of Transformer + Multi-Layer Perceptron. Python code generates a json, which is loaded by TypeScript and rendered. Axes sizes are stored internally and labelled, allowing for safe deep learning code.
#ai
Meet Sohu, the fastest AI chip of all time. With over 500,000 tokens per second running Llama 70B, Sohu lets you build products that are impossible on GPUs. One 8xSohu server replaces 160 H100s. Sohu is the first specialized chip (ASIC) for transformer models. By specializing,…
De novo designed bright, hyperstable rhodamine binders for fluorescence microscopy Yuda Chen et al. doi.org/10.1101/2025.0…
#imaging
Confocal imaging creates powerful data, but analyzing complex plant tissues isn't easy. Learn how deep learning-powered segmentation w/ Cellpose enables accurate, automated analysis of complex plant tissues in this webinar. 🌿 Register fcld.ly/yow10zx #PlantScience #AI
Ring deconvolution microscopy: exploiting symmetry for efficient spatially varying aberration correction Amit Kohli et al. doi.org/10.1038/s41592…
#imaging
Over 270 fully engaged people from over 25 countries attended our open forum on Navigating Strategies for Core Facilities 2025. A wonderful success that also brought together the @RoyalMicroSoc @MicroscopySoc @GlobalBioImage to urgently offer support to our communities with…
I'll be presenting my work on theoretical microscopy—Integrated Modelling via Category Theory—at #MMC2025 in Manchester (Poster Session 2, 2 July, 16:15–18:15). A framework for imaging, AI, & physics: 🔗 github.com/vzloy/Category…
#imaging
Our June issue is live! nature.com/nmeth/volumes/… On the cover, mScarlet3-H, a new monomeric red fluorescent protein. Image by Zhifei Fu. Paper here: nature.com/articles/s4159…