Tom Tirer
9 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(18)
π£
Hot Topic Early Bird
Conferences
CVPR (3)
ICML (3)
AAAI (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
neural collapse
(3)
image restoration
(3)
diffusion model
(2)
convolutional neural network
(2)
feature learning
(2)
inverse problem
(2)
image reconstruction
(2)
stochastic block model
(1)
image inpainting
(1)
spectral method
(1)
deep neural network
(1)
gradient flow
(1)
node classification
(1)
generative adversarial network
(1)
denoising diffusion
(1)
consistency model
(1)
deep image prior
(1)
variational auto-encoder
(1)
iterative algorithm
(1)
classifier training
(1)
Papers
On Temperature Scaling and Conformal Prediction of Deep Classifiers
ICML 2025
Zero-Shot Image Restoration Using Few-Step Guidance of Consistency Models (and Beyond)
CVPR 2025
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance
CVPR 2024
A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks
NIPS 2023
Perturbation Analysis of Neural Collapse
ICML 2023
Extended Unconstrained Features Model for Exploring Deep Neural Collapse
ICML 2022
Image Restoration by Deep Projected GSURE
WACV 2022
Image-Adaptive GAN Based Reconstruction
AAAI 2020
Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers
CVPR 2020