Catalin Ionescu
10 papers · 2014–2025 · 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.
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online learning
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attention mechanism
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vision transformer
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random feature approximation
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normalized cut
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exploration-exploitation tradeoff
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structured output
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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
NeurIPS 2019
Large-Scale Data-Dependent Kernel Approximation
AISTATS 2017
Using Fast Weights to Attend to the Recent Past
NeurIPS 2016
Matrix Backpropagation for Deep Networks With Structured Layers
ICCV 2015
Iterated Second-Order Label Sensitive Pooling for 3D Human Pose Estimation
CVPR 2014