Alex Bronstein
18 papers · 2017–2026 · 9 conferences · across top CS/AI conferences
Achievements
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๐ Academic Marathon (8) ๐งญ Keyword Pioneer ๐ Interdisciplinary Bridge ๐ Conference Polyglot (9) ๐ Cross-Pollinator (11)
๐
Academic Marathon
(8)
๐งญ
Keyword Pioneer
๐
Cross-Pollinator
(11)
๐งฌ
Topic Evolution
๐ฅ
Unstoppable
(9)
๐
Century Club
(17)
๐
Conference Pioneer
๐๏ธ
Keyword Collector
(80)
Conferences
AAAI (3)
CVPR (3)
MIDL (3)
ECCV (2)
ICCV (2)
NIPS (2)
AISTATS (1)
ICLR (1)
WACV (1)
Top co-authors
Keywords
image reconstruction
(3)
neural network
(2)
weakly supervised learning
(2)
manifold learning
(2)
compressed sensing
(2)
image segmentation
(1)
non-rigid matching
(1)
one-shot learning
(1)
few-shot learning
(1)
3d reconstruction
(1)
adversarial robustness
(1)
density estimation
(1)
object recognition
(1)
shape correspondence
(1)
self-supervised learning
(1)
optimal transport
(1)
medical imaging
(1)
adversarial learning
(1)
multimodal learning
(1)
image classification
(1)
Papers
T1-PILOT: Physics-Informed Learned Optimized Trajectories for T1 Mapping Acceleration
MIDL 2026
Sample- and Parameter-Efficient Auto-Regressive Image Models
CVPR 2025
Class-Conditioned Transformation for Enhanced Robust Image Classification
WACV 2025
A Theoretical Framework for an Efficient Normalizing Flow-Based Solution to the Electronic Schrรถdinger Equation
AAAI 2025
Vector Quantile Regression on Manifolds
AISTATS 2024
Multi PILOT: Feasible Learned Multiple Acquisition Trajectories For Dynamic MRI
MIDL 2023
Self-Supervised Classification Network
ECCV 2022
Detector-Free Weakly Supervised Grounding by Separation
ICCV 2021
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning
AAAI 2021
StarNet: towards Weakly Supervised Few-Shot Object Detection
AAAI 2021
Robust Quantization: One Model to Rule Them All
NIPS 2020
The Shape of Data: Intrinsic Distance for Data Distributions
ICLR 2020
Learning beamforming in ultrasound imaging
MIDL 2019
ForestHash: Semantic Hashing With Shallow Random Forests and Tiny Convolutional Networks
ECCV 2018
Deformable Shape Completion With Graph Convolutional Autoencoders
CVPR 2018
Delta-encoder: an effective sample synthesis method for few-shot object recognition
NIPS 2018
Deep Functional Maps: Structured Prediction for Dense Shape Correspondence
ICCV 2017
Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space
CVPR 2017