Chin-Yi Cheng
10 papers · 2020–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (23) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5)
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Cross-Pollinator
(8)
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Renaissance Researcher
(7)
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Trend Setter
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Century Club
(10)
Conferences
CVPR (3)
ICML (3)
ECCV (2)
ICCV (1)
NIPS (1)
Top co-authors
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
Translating a Visual LEGO Manual to a Machine-Executable Plan
ECCV 2022
CLIP-Forge: Towards Zero-Shot Text-To-Shape Generation
CVPR 2022
IKEA-Manual: Seeing Shape Assembly Step by Step
NIPS 2022
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks
ICML 2022
House-GAN++: Generative Adversarial Layout Refinement Network towards Intelligent Computational Agent for Professional Architects
CVPR 2021
Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation
ICCV 2021
Inferring CAD Modeling Sequences Using Zone Graphs
CVPR 2021
Learning to Simulate and Design for Structural Engineering
ICML 2020
House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation
ECCV 2020