Daniel Ritchie
25 papers · 2016–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (42) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
ποΈ
Keyword Collector
(128)
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Renaissance Researcher
(7)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
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Trend Setter
Top co-authors
Research topics
Computer Vision
(16)
Deep Learning
(13)
Machine Learning
(12)
Generation
(10)
Analysis
(9)
Learning Types Β· Machine Learning
(7)
Models
(7)
Artificial Intelligence
(6)
Core AI
(6)
Core Methods
(6)
Architectures
(5)
Learning Types Β· Deep Learning
(4)
Processing
(3)
Computer Science
(2)
Natural Language Processing
(2)
Keywords
generative model
(3)
3d reconstruction
(3)
program inference
(3)
program synthesis
(2)
neural network
(2)
graphics program
(2)
shape decomposition
(2)
convolutional neural network
(2)
semantic segmentation
(2)
3d shape
(2)
3d shape generation
(2)
zero-shot learning
(2)
unsupervised learning
(2)
visual program
(2)
3d shape reconstruction
(2)
shape generation
(2)
scene understanding
(2)
diffusion model
(2)
text annotation
(1)
question answering
(1)
Papers
GenHSI: Controllable Generation of Human-Scene Interaction Videos
WACV 2026
Residual Primitive Fitting of 3D Shapes with SuperFrusta
CVPR 2026
Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling
ICCV 2025
GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities
CVPR 2025
Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy
CVPR 2025
Learning to Edit Visual Programs with Self-Supervision
NeurIPS 2024
Learning to Infer Generative Template Programs for Visual Concepts
ICML 2024
R3DS: Reality-linked 3D Scenes for Panoramic Scene Understanding
ECCV 2024
CLIP-Sculptor: Zero-Shot Generation of High-Fidelity and Diverse Shapes From Natural Language
CVPR 2023
Improving Unsupervised Visual Program Inference with Code Rewriting Families
ICCV 2023
Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly
CVPR 2023
Fantastic Questions and Where to Find Them: FairytaleQA β An Authentic Dataset for Narrative Comprehension
ACL 2022
PLAD: Learning To Infer Shape Programs With Pseudo-Labels and Approximate Distributions
CVPR 2022
ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model
NeurIPS 2022
The Neurally-Guided Shape Parser: Grammar-Based Labeling of 3D Shape Regions With Approximate Inference
CVPR 2022
The Shape Part Slot Machine: Contact-Based Reasoning for Generating 3D Shapes from Parts
ECCV 2022
Inferring CAD Modeling Sequences Using Zone Graphs
CVPR 2021
GANHopper: Multi-Hop GAN for Unsupervised Image-to-Image Translation
ECCV 2020
Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models
CVPR 2019
Learning to Describe Scenes with Programs
ICLR 2019
Improving Shape Deformation in Unsupervised Image-to-Image Translation
ECCV 2018
Learning to Infer Graphics Programs from Hand-Drawn Images
NeurIPS 2018
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans
CVPR 2018
C3: Lightweight Incrementalized MCMC for Probabilistic Programs using Continuations and Callsite Caching
AISTATS 2016
Neurally-Guided Procedural Models: Amortized Inference for Procedural Graphics Programs using Neural Networks
NeurIPS 2016