Next upDPTV HighlightsEpisode 1 · From SF Tech Week to TechCrunch DisruptTue, Oct 27 · 10:00 AM PDT

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Next upDPTV HighlightsEpisode 1 · From SF Tech Week to TechCrunch DisruptTue, Oct 27 · 10:00 AM PDT

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Papers
Zero-Shot Text-Guided Object Generation with Dream Fields
Dream Fields can generate the geometry and color of a wide range of objects without 3D supervision. It combines neural rendering with multi-modal…
Dmytro Spodarets · Jan 11, 2023
Digest
Data Phoenix Digest - ISSUE 1.2023
Building a GitOps ML model registry with DVC and GTO, 10 metrics to evaluate supervised ML models, scaling ML model development with MLflow, ChatGPT…
Dmytro Spodarets · Jan 11, 2023
Papers
InstantAvatar: Learning Avatars from Monocular Video in 60 Seconds
InstantAvatar is a system that can reconstruct human avatars from a monocular video within seconds, and these avatars can be animated and rendered at…
Dmytro Spodarets · Jan 6, 2023
Papers
Scalable Diffusion Models with Transformers
In this work, the researchers explore a new class of diffusion models based on the transformer architecture; train latent diffusion models, replacing…
Dmytro Spodarets · Jan 3, 2023
Papers
NeRF-Art: Text-Driven Neural Radiance Fields Stylization
Neural radiance fields (NeRF) enable high-quality novel view synthesis. Editing NeRF, however, remains challenging. In this paper, the authors…
Dmytro Spodarets · Dec 30, 2022
Papers
ECON: Explicit Clothed humans Obtained from Normals
ECON combines the best aspects of implicit and explicit surfaces to infer high-fidelity 3D humans, even with loose clothing or in challenging poses.…
Dmytro Spodarets · Dec 27, 2022
Digest
Data Phoenix Digest - ISSUE 62
AI image generator, data versioning for ML in Airflow, the illustrated stable diffusion, into the transformer, building Airbnb categories with ML and…
Dmytro Spodarets · Dec 27, 2022
Papers
3DHumanGAN: Towards Photo-realistic 3D-Aware Human Image Generation
3DHumanGAN is a 3D-aware generative adversarial network (GAN) that synthesizes images of full-body humans with consistent appearances under different…
Dmytro Spodarets · Dec 26, 2022
Papers
Novel View Synthesis with Diffusion Models
3DiM is a diffusion model for 3D novel view synthesis from as few as a single image. Comparing it to the SRN ShapeNet dataset, it is clear that…
Dmytro Spodarets · Dec 23, 2022
Papers
UDE: A Unified Driving Engine for Human Motion Generation
Unified Driving Engine (UDE) is the first unified driving engine that enables generating human motion sequences from natural language or audio…
Dmytro Spodarets · Dec 21, 2022
Papers
RANA: Relightable Articulated Neural Avatars
RANA is a relightable and articulated neural avatar for the photorealistic synthesis of humans under arbitrary viewpoints, body poses, and lighting.…
Dmytro Spodarets · Dec 18, 2022
Digest
Data Phoenix Digest - ISSUE 61
Webinar "Vertex AI Pipelines infrastructure with Terraform", data version control with DVC and Git, the 5 stages of ML validation, 10 quick pandas…
Dmytro Spodarets · Dec 17, 2022