Chin-Yi Cheng
10 papers · 2020–2023 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Century Club Β· Bronze
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
graph neural network
(4)
layout generation
(2)
semantic segmentation
(1)
pose estimation
(1)
scene understanding
(1)
object detection
(1)
conditional generation
(1)
differentiable simulation
(1)
adversarial training
(1)
iterative refinement
(1)
latent representation
(1)
autoregressive model
(1)
disentangled representation
(1)
generative adversarial network
(1)
3d generation
(1)
3d vision
(1)
latent diffusion
(1)
clip model
(1)
shape assembly
(1)
variational inference
(1)
Papers
PLay: Parametrically Conditioned Layout Generation using Latent Diffusion
ICML 2023
CLIP-Forge: Towards Zero-Shot Text-To-Shape Generation
CVPR 2022
IKEA-Manual: Seeing Shape Assembly Step by Step
NeurIPS 2022
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks
ICML 2022
Translating a Visual LEGO Manual to a Machine-Executable Plan
ECCV 2022
Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation
ICCV 2021
House-GAN++: Generative Adversarial Layout Refinement Network towards Intelligent Computational Agent for Professional Architects
CVPR 2021
Inferring CAD Modeling Sequences Using Zone Graphs
CVPR 2021
House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation
ECCV 2020
Learning to Simulate and Design for Structural Engineering
ICML 2020