Dan Casas
7 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(4)
Generation
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Computer Science
(2)
Deep Learning
(2)
Applications
(2)
Core AI
(2)
Domain-Specific
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Robotics
(1)
Analysis
(1)
Capabilities
(1)
Keywords
self-supervised learning
(2)
garment deformation
(2)
virtual try-on
(2)
3d reconstruction
(1)
computer graphics
(1)
neural rendering
(1)
texture synthesis
(1)
implicit representation
(1)
physics-based animation
(1)
generative model
(1)
convolutional neural network
(1)
synthetic data
(1)
stochastic differential equation
(1)
generative adversarial network
(1)
adversarial loss
(1)
binary classifier
(1)
3d representation
(1)
cycle consistency
(1)
image-to-image translation
(1)
pose estimation
(1)
Papers
Learning Extremely High Density Crowds as Active Matters
CVPR 2025
TexTile: A Differentiable Metric for Texture Tileability
CVPR 2024
SNUG: Self-Supervised Neural Dynamic Garments
CVPR 2022
ULNeF: Untangled Layered Neural Fields for Mix-and-Match Virtual Try-On
NeurIPS 2022
Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On
CVPR 2021
GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB
CVPR 2018
Real-Time Hand Tracking Under Occlusion From an Egocentric RGB-D Sensor
ICCV 2017