ICML Submissions

Predicting Feature Imputability in the Absence of Ground Truth
Niamh McCombe, Xuemei Ding, Girijesh Prasad, David P Finn, Stephen Todd, Paula L McClean, Kongfatt Wong-Lin
- 09 Jun 2020 (modified: 14 Jul 2020)
- ICML 2020 Workshop Artemiss Submission
- Readers: Everyone
Self-supervised Pitch Detection by Inverse Audio Synthesis
Jesse Engel, Rigel Swavely, Lamtharn Hanoi Hantrakul, Adam Roberts, Curtis Hawthorne
- 10 Jun 2020 (modified: 14 Jul 2020)
- ICML 2020 Workshop SAS Submission
- Readers: Everyone
Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer
Seungwon Lee, Sima Behpour, ERIC EATON
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Meta-Learning GNN Initializations for Low-Resource Molecular Property Prediction
Cuong Q. Nguyen, Constantine Kreatsoulas, Kim M. Branson
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Storing Encoded Episodes as Concepts for Continual Learning
Ali Ayub, Alan R. Wagner
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Gradient Based Memory Editing for Task-Free Continual Learning
Xisen Jin, Junyi Du, Xiang Ren
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Continual Learning of Object Instances
Kishan Parshotam, Mert Kilickaya
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees
Jonas Rothfuss, Vincent Fortuin, Andreas Krause
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Generalizing Curricula for Reinforcement Learning
Sanmit Narvekar, Peter Stone
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Curriculum Learning with Diversity for Supervised Computer Vision Tasks
Petru Soviany
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Optimizing for the Future in Non-Stationary MDPs
Yash Chandak, Georgios Theocharous, Shiv Shankar, Martha White, Sridhar Mahadevan, Philip S. Thomas
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
A Policy Gradient Method for Task-Agnostic Exploration
Mirco Mutti, Lorenzo Pratissoli, Marcello Restelli
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Effective Diversity in Population Based Reinforcement Learning
Jack Parker-Holder, Aldo Pacchiano, Krzysztof Choromanski, Stephen Roberts
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Exchangeable Models in Meta Reinforcement Learning
Iryna Korshunova, Jonas Degrave, Joni Dambre, Arthur Gretton, Ferenc Huszar
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Off-Policy Meta-Reinforcement Learning Based on Feature Embedding Spaces
Takahisa Imagawa, Takuya Hiraoka, Yoshimasa Tsuruoka
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Continual Deep Learning by Functional Regularisation of Memorable Past
Pingbo Pan, Siddharth Swaroop, Alexander Immer, Runa Eschenhagen, Richard Turner, Mohammad Emtiyaz Khan
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Task Agnostic Continual Learning via Meta Learning
Xu He, Jakub Sygnowski, Alexandre Galashov, Andrei A. Rusu, Yee Whye Teh, Razvan Pascanu
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
ELSIM: End-to-end learning of reusable skills through intrinsic motivation
Arthur Aubret, Laetitia Matignon, Salima Hassas
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
A Brief Look at Generalization in Visual Meta-Reinforcement Learning
Safa Alver, Doina Precup
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Pseudo-Rehearsal for Continual Learning with Normalizing Flows
jary Pomponi, Simone Scardapane, Aurelio Uncini
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Combining Variational Continual Learning with FiLM Layers
Noel Loo, Siddharth Swaroop, Richard E Turner
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
RATT: Recurrent Attention to Transient Tasks for Continual Image Captioning
Riccardo Del Chiaro, Bartłomiej Twardowski, Andrew D. Bagdanov, Joost van de weijer
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Meta-Learning for Recalibration of EMG-Based Upper Limb Prostheses
Krsto Proroković, Michael Wand, Jürgen Schmidhuber
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Deep Reinforcement Learning amidst Lifelong Non-Stationarity
Annie Xie, James Harrison, Chelsea Finn
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Logical Composition in Lifelong Reinforcement Learning
Geraud Nangue Tasse, Steven James, Benjamin Rosman
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone