Robust and Controllable Object-Centric Learning through Energy-based
ModelsInternational Conference on Learning Representations (ICLR), 2022 |
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and
Acquisition at Inference TimeNeural Information Processing Systems (NeurIPS), 2022 |
Robust Meta-learning with Sampling Noise and Label Noise via
Eigen-ReptileInternational Conference on Machine Learning (ICML), 2022 |
Thalamus: a brain-inspired algorithm for biologically-plausible
continual learning and disentangled representationsInternational Conference on Learning Representations (ICLR), 2022 |
Implicit Behavioral CloningConference on Robot Learning (CoRL), 2021 |
Set Prediction without Imposing Structure as Conditional Density
EstimationInternational Conference on Learning Representations (ICLR), 2020 |
Meta-Learning with Implicit GradientsNeural Information Processing Systems (NeurIPS), 2019 |
Deep Set Prediction NetworksNeural Information Processing Systems (NeurIPS), 2019 |