Jovana Mitrovic
7 papers · 2016–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
contrastive learning
(3)
representation learning
(3)
causal inference
(3)
self-supervised learning
(2)
out-of-distribution generalization
(2)
causal discovery
(1)
nearest neighbor
(1)
reproducing kernel hilbert space
(1)
posterior inference
(1)
approximate bayesian computation
(1)
data efficiency
(1)
contrastive loss
(1)
causal graph
(1)
random fourier feature
(1)
invariant prediction
(1)
summary statistic
(1)
kernel methods
(1)
self-supervised objective
(1)
algorithm execution
(1)
neural algorithmic reasoning
(1)
Papers
Improving fine-grained understanding in image-text pre-training
ICML 2024
Neural Algorithmic Reasoning with Causal Regularisation
ICML 2023
SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations
ICLR 2023
CoBERL: Contrastive BERT for Reinforcement Learning
ICLR 2022
Representation Learning via Invariant Causal Mechanisms
ICLR 2021
Causal Inference via Kernel Deviance Measures
NeurIPS 2018
DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression
ICML 2016