Tom Tirer
9 papers · 2020–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(6)
Core Methods
(5)
Computer Vision
(4)
Processing
(4)
Learning Types
(3)
Models
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Learning Paradigms
(2)
Optimization & Theory · Deep Learning
(2)
Techniques
(2)
Architectures
(1)
Domain-Specific
(1)
Generation
(1)
Keywords
neural collapse
(3)
image restoration
(3)
convolutional neural network
(2)
diffusion model
(2)
inverse problem
(2)
image reconstruction
(2)
feature learning
(2)
calibration
(1)
image deblurring
(1)
zero-shot learning
(1)
perturbation analysis
(1)
stochastic block model
(1)
image inpainting
(1)
deep classifier
(1)
kernel estimation
(1)
conformal prediction
(1)
spectral method
(1)
image super-resolution
(1)
deep neural network
(1)
compressed sensing
(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
NeurIPS 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
Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers
CVPR 2020
Image-Adaptive GAN Based Reconstruction
AAAI 2020