George Cazenavette
6 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
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Research topics
Deep Learning
(5)
Machine Learning
(4)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Models
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Core AI · Artificial Intelligence
(2)
Core Methods
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Processing
(1)
Keywords
dataset distillation
(3)
generative model
(2)
neural network
(2)
synthetic data
(2)
gradient descent
(2)
synthetic dataset
(2)
basis pursuit
(1)
adversarial attack
(1)
diffusion model
(1)
inverse problem
(1)
deep neural network
(1)
generative prior
(1)
latent space
(1)
training dynamics
(1)
denoising diffusion model
(1)
stable diffusion
(1)
conditional generative model
(1)
skip connection
(1)
partial observation
(1)
latent space optimization
(1)
Papers
FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion
CVPR 2024
Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
ICLR 2024
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision
NeurIPS 2023
Generalizing Dataset Distillation via Deep Generative Prior
CVPR 2023
Dataset Distillation by Matching Training Trajectories
CVPR 2022
Architectural Adversarial Robustness: The Case for Deep Pursuit
CVPR 2021