Ayan Das
8 papers · 2017–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
🔥
Unstoppable · Bronze
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Trend Setter
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Research topics
Deep Learning
(5)
Models
(5)
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Computer Vision
(2)
Generation
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Linguistics
(1)
Keywords
generative model
(3)
diffusion model
(2)
sketch generation
(2)
image generation
(2)
vector graphics
(2)
dependency parsing
(1)
point cloud
(1)
cross-modal learning
(1)
implicit representation
(1)
stochastic process
(1)
set representation
(1)
low-resource language
(1)
neural ordinary differential equation
(1)
shortest path
(1)
score-based model
(1)
continuous-time model
(1)
latent code
(1)
inverse graphics
(1)
bezier curve
(1)
parametric curve
(1)
Papers
Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes
CVPR 2024
Modelling complex vector drawings with stroke-clouds
ICLR 2024
ChiroDiff: Modelling chirographic data with Diffusion Models
ICLR 2023
Image generation with shortest path diffusion
ICML 2023
SketchODE: Learning neural sketch representation in continuous time
ICLR 2022
Cloud2Curve: Generation and Vectorization of Parametric Sketches
CVPR 2021
BézierSketch: A generative model for scalable vector sketches
ECCV 2020
Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks
CoNLL 2017