Francesco Locatello
Institute of Science and Technology Austria(AT)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis, Machine Learning and Data Classification, Bayesian Modeling and Causal Inference, Adversarial Robustness in Machine Learning
Most-Cited Works
- → Toward Causal Representation Learning(2021)952 cited
- → Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations(2018)612 cited
- → Object-Centric Learning with Slot Attention(2020)218 cited
- → Weakly-Supervised Disentanglement Without Compromises(2020)96 cited
- Are Disentangled Representations Helpful for Abstract Visual Reasoning(2019)
- → Towards Causal Representation Learning(2021)76 cited
- → SCIM: universal single-cell matching with unpaired feature sets(2020)64 cited
- → Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style(2021)62 cited