Christopher Beckham
7 papers · 2017–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (4)
ICML (2)
JMLR (1)
Top co-authors
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)
diffusion model
(1)
convolutional neural network
(1)
ensemble method
(1)
surrogate model
(1)
decision boundary
(1)
bi-level optimization
(1)
cross-entropy loss
(1)
model-based optimization
(1)
bounding box prediction
(1)
gradient ascent
(1)
spatiotemporal datum
(1)
Papers
Score-Based Diffusion Models in Function Space
JMLR 2025
Parallel-mentoring for Offline Model-based Optimization
NIPS 2023
On Adversarial Mixup Resynthesis
NIPS 2019
Manifold Mixup: Better Representations by Interpolating Hidden States
ICML 2019
Unsupervised Depth Estimation, 3D Face Rotation and Replacement
NIPS 2018
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events
NIPS 2017
Unimodal Probability Distributions for Deep Ordinal Classification
ICML 2017