Thomas Paniagua
4 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
unsupervised learning
(1)
image classification
(1)
semantic segmentation
(1)
vision transformer
(1)
cluster analysis
(1)
object detection
(1)
point cloud generation
(1)
attention mechanism
(1)
point cloud
(1)
feature embedding
(1)
quadratic programming
(1)
adversarial attack
(1)
deep neural network
(1)
model efficiency
(1)
sparse datum
(1)
cluster learning
(1)
top-k attack
(1)
sparse deconvolution
(1)
3d mnist
(1)
ordered top-k attack
(1)
Papers
Adversarial Perturbations Are Formed by Iteratively Learning Linear Combinations of the Right Singular Vectors of the Adversarial Jacobian
ICML 2025
QuadAttac$K$: A Quadratic Programming Approach to Learning Ordered Top-$K$ Adversarial Attacks
NIPS 2023
PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers
CVPR 2023
A Simple Deconvolutional Mechanism for Point Clouds and Sparse Unordered Data (Student Abstract)
AAAI 2020