Accepted papers at TMLR
@TmlrPub
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23-03-2022 12:33:08
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Continual HyperTransformer: A Meta-Learner for Continual Few-Shot Learning
Max Vladymyrov, Andrey Zhmoginov, Mark Sandler.
Action editor: Jake Snell.
openreview.net/forum?id=zdtSq…
#forgetting #cnn #hypertransformer
Federated Learning with Convex Global and Local Constraints
Chuan He, Le Peng, Ju Sun.
Action editor: Alain Oliviero Durmus.
openreview.net/forum?id=qItxV…
#unconstrained #constraints #constrained
On Good Practices for Task-Specific Distillation of Large Pretrained Visual Models
Juliette Marrie, Michael Arbel, Julien Mairal, Diane Larlus.
Action editor: Vincent Fortuin.
openreview.net/forum?id=oyISa…
#recognition #pretrained #models
IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning
Prashant Shivaram Bhat, Bharath Chennamkulam Renjith, Elahe Arani, Bahram Zonooz.
Action editor: Ahmad Beirami.
openreview.net/forum?id=p1a6r…
#forgetting #regularization #cont
DP-ImgSyn: Dataset Alignment for Obfuscated, Differentially Private Image Synthesis
Efstathia Soufleri, Deepak Ravikumar, Kaushik Roy.
Action editor: Kamalika Chaudhuri.
openreview.net/forum?id=KleJZ…
#adversarial #gans #generative
Reproducibility Study of 'Explaining RL Decisions with Trajectories'
Clio Feng, Colin Bot, Bart den Boef, Bart Aaldering.
Action editor: Mohammad Ghavamzadeh.
openreview.net/forum?id=JQoWm…
#trajectories #environments #seaquest
Identify Ambiguous Tasks Combining Crowdsourced Labels by Weighting Areas Under the Margin
Tanguy Lefort, Benjamin Charlier, Alexis Joly, Joseph Salmon.
Action editor: Sebastian Tschiatschek.
openreview.net/forum?id=raD84…
#crowdsourcing #crowdsourced #supervised
Decentralized Decoupled Training for Federated Long-Tailed Learning
Wenkai Yang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun.
Action editor: Bo Li.
openreview.net/forum?id=hw7in…
#federated_learning_experiments #classifier #datasets