Christopher Beckham
7 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
semi-supervised learning
(2)
representation learning
(2)
3d reconstruction
(1)
adversarial learning
(1)
adversarial robustness
(1)
depth estimation
(1)
function space
(1)
gaussian process
(1)
probability distribution
(1)
bilevel optimization
(1)
diffusion model
(1)
convolutional neural network
(1)
ensemble method
(1)
surrogate model
(1)
decision boundary
(1)
cross-entropy loss
(1)
model-based optimization
(1)
bounding box prediction
(1)
spatio-temporal data
(1)
gradient ascent
(1)
Papers
Score-Based Diffusion Models in Function Space
JMLR 2025
Parallel-mentoring for Offline Model-based Optimization
NeurIPS 2023
Manifold Mixup: Better Representations by Interpolating Hidden States
ICML 2019
On Adversarial Mixup Resynthesis
NeurIPS 2019
Unsupervised Depth Estimation, 3D Face Rotation and Replacement
NeurIPS 2018
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events
NeurIPS 2017
Unimodal Probability Distributions for Deep Ordinal Classification
ICML 2017