Dmitry Spodarets

Charity AI webinar "dstack – a command-line utility to provision infrastructure for ML workflows" Members Public

Data Phoenix team invites you all to our upcoming "AI Project Spotlight" charity webinar that’s going to take place on November 30, 2022 at 16.00 CET. * Topic: “dstack – a command-line utility to provision infrastructure for ML workflows”. * Speaker: Andrey Cheptsov, CEO and Founder of dstack.ai * Language: English

Dmitry Spodarets
Dmitry Spodarets
Events

ULNeF: Untangled Layered Neural Fields for Mix-and-Match Virtual Try-On Members Public

Recent advances in neural models have shown excellent results for virtual fitting tasks (VTO), where a 3D representation of a garment is deformed to fit the target body shape. However, existing solutions are limited to a single layer of clothing and cannot solve the combinatorial complexity of mixing different types

Dmitry Spodarets
Dmitry Spodarets
Papers

Data Phoenix Digest - ISSUE 59 Members Public

Efficiently scaling transformer inference, MLOps pipeline with GitLab in minutes, monitoring ML models with Vertex AI, scaling instruction-finetuned language models, Colossal-AI, InternImage, AnimeRun, PhaseAug, and more.

Dmitry Spodarets
Dmitry Spodarets
Digest

Scaling Instruction-Finetuned Language Models Members Public

An important goal of artificial intelligence is to develop language models capable of generalizing data in the form of instructions to solve complex problems. Finalizing language models on a set of data formulated as instructions improves model performance and generalization to unseen tasks. Google has presented its work to promote

Dmitry Spodarets
Dmitry Spodarets
Papers

Charity AI webinar "Natural Language Processing (NLP) and Machine Learning in Healthcare" Members Public

Data Phoenix team invites you all to our upcoming "The A-Z of Data" charity webinar that’s going to take place on November 16, 2022 at 16.00 CET. * Topic: “Natural Language Processing (NLP) and Machine Learning in Healthcare”. * Speaker: Dr. Hemachandran Kannan, Zita Zoltay Paprika Professor of Decision Sciences

Dmitry Spodarets
Dmitry Spodarets
Events

Data Phoenix Digest - ISSUE 58 Members Public

Webinar "dstack – a command-line utility to provision infrastructure for ML workflows", a unified benchmark for mathematical reasoning, fine-tuning language models via epistemic neural networks, how Uber optimizes the timing of push notifications using ML, news, and more.

Dmitry Spodarets
Dmitry Spodarets
Digest

DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models Members Public

Diffusion models have recently gained enormous popularity, due to the ability to generate high-quality and controlled images based on textual cues written in natural language. However, generating images with the desired details is challenging, because it requires users to write appropriate cues indicating the exact expected results. Developing such cues

Dmitry Spodarets
Dmitry Spodarets
Papers

eDiffi: Text-to-Image Diffusion Models with Ensemble of Expert Denoisers Members Public

eDiff-I is the next generation of generative AI content creation tool that offers unprecedented text-to-image fusion, instant style transfer, and intuitive word-painting capabilities. This diffusion model for image synthesis from text is based on T5 text inlays, CLIP image inlays, and CLIP text inlays. This approach generates photorealistic images that

Dmitry Spodarets
Dmitry Spodarets
Papers