Catalin Ionescu
10 papers · 2014–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (11) π Conference Polyglot (5) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (20)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Conference Polyglot
(5)
π±
Topic Pioneer
π§¬
Topic Evolution
π
Trend Setter
π
Century Club
(10)
Conferences
ICLR (3)
CVPR (2)
ICCV (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
neural network
(2)
representation learning
(2)
self-supervised learning
(2)
vision transformer
(1)
online learning
(1)
attention mechanism
(1)
depth estimation
(1)
future prediction
(1)
object tracking
(1)
random feature approximation
(1)
kernel approximation
(1)
normalized cut
(1)
structured output
(1)
short-term memory
(1)
3d human pose estimation
(1)
layer freezing
(1)
masked autoencoder
(1)
progressive training
(1)
sample-efficient learning
(1)
asymptotic convergence
(1)
Papers
LayerLock: Non-collapsing Representation Learning with Progressive Freezing
ICCV 2025
Learning from One Continuous Video Stream
CVPR 2024
Perceiver IO: A General Architecture for Structured Inputs & Outputs
ICLR 2022
Making Sense of Reinforcement Learning and Probabilistic Inference
ICLR 2020
Unsupervised Control Through Non-Parametric Discriminative Rewards
ICLR 2019
Unsupervised Learning of Object Keypoints for Perception and Control
NIPS 2019
Large-Scale Data-Dependent Kernel Approximation
AISTATS 2017
Using Fast Weights to Attend to the Recent Past
NIPS 2016
Matrix Backpropagation for Deep Networks With Structured Layers
ICCV 2015
Iterated Second-Order Label Sensitive Pooling for 3D Human Pose Estimation
CVPR 2014