Adam Prugel-Bennett
7 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
ICLR (3)
NIPS (3)
ICML (1)
Keywords
unsupervised learning
(1)
representation learning
(1)
object detection
(1)
data augmentation
(1)
deep learning
(1)
set prediction
(1)
convergence guarantee
(1)
disentangled representation
(1)
traveling salesman problem
(1)
algorithm learning
(1)
variational autoencoder
(1)
bounding box
(1)
iterative algorithm
(1)
feature vector
(1)
shape bia
(1)
neural network
(1)
occlusion robustness
(1)
linear disentanglement
(1)
lipchitz constraint
(1)
action estimation
(1)
Papers
Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints
NIPS 2024
On the Effects of Artificial Data Modification
ICML 2022
Linear Disentangled Representations and Unsupervised Action Estimation
NIPS 2020
FSPool: Learning Set Representations with Featurewise Sort Pooling
ICLR 2020
Deep Set Prediction Networks
NIPS 2019
Learning Representations of Sets through Optimized Permutations
ICLR 2019
Learning to Count Objects in Natural Images for Visual Question Answering
ICLR 2018