Research graph
References from Elastic Multi-Gradient Descent for Parallel Continual Learning. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1007/978-3-030-01219-9_9
10.1007/978-3-030-01219-9_9 · External reference
A framework for learning predictive structures from multiple tasks and unlabeled data
2005 · External reference
10.1007/s10994-007-5040-8
10.1007/s10994-007-5040-8 · External reference
10.1016/j.neucom.2020.11.050
10.1016/j.neucom.2020.11.050 · External reference
10.1145/543613.543615
10.1145/543613.543615 · External reference
10.1109/cvpr46437.2021.00812
10.1109/cvpr46437.2021.00812 · External reference
Convex multi-task learning by clustering
External reference
10.52202/079017-3284
10.52202/079017-3284 · External reference
10.1609/aaai.v38i10.28987
10.1609/aaai.v38i10.28987 · External reference
10.5555/2981562.2981582
10.5555/2981562.2981582 · External reference
Dark experience for general continual learning: A strong, simple baseline
External reference
10.1007/bf01442131
10.1007/bf01442131 · External reference
Generalization errors and learning curves for regression with multi-task Gaussian processes
External reference
10.1007/978-3-030-01252-6_33
10.1007/978-3-030-01252-6_33 · External reference
10.1609/aaai.v35i8.16861
10.1609/aaai.v35i8.16861 · External reference
Efficient lifelong learning with a-gem
External reference
On tiny episodic memories in continual learning
2019 · External reference
GradNorm: Gradient normalization for adaptive loss balancing in deep multitask networks
External reference
Just pick a sign: Optimizing deep multitask models with gradient sign dropout
External reference
Online continual learning from imbalanced data
External reference
10.1109/tpami.2021.3057446
10.1109/tpami.2021.3057446 · External reference
10.1109/iccv48922.2021.00814
10.1109/iccv48922.2021.00814 · External reference
10.1016/j.crma.2012.03.014
10.1016/j.crma.2012.03.014 · External reference
10.1109/cvpr52688.2022.00907
10.1109/cvpr52688.2022.00907 · External reference
10.1007/s001860000043
10.1007/s001860000043 · External reference
10.1016/s1364-6613(99)01294-2
10.1016/s1364-6613(99)01294-2 · External reference
10.1109/wacv48630.2021.00151
10.1109/wacv48630.2021.00151 · External reference
10.1609/aaai.v36i6.20634
10.1609/aaai.v36i6.20634 · External reference
Improved schemes for episodic memory-based lifelong learning
External reference
GRASP: A rehearsal policy for efficient online continual learning
2023 · External reference
10.1109/cvpr.2016.90
10.1109/cvpr.2016.90 · External reference
Gradient episodic memory with a soft constraint for continual learning
2020 · External reference
10.1073/pnas.1611835114
10.1073/pnas.1611835114 · External reference
10.1609/aaai.v38i16.29805
10.1609/aaai.v38i16.29805 · External reference
Adaptive multi-task lasso: With application to eqtl detection
External reference
Gshard: Scaling giant models with conditional computation and automatic sharding
External reference
10.1109/tpami.2017.2773081
10.1109/tpami.2017.2773081 · External reference
10.52202/075280-0492
10.52202/075280-0492 · External reference
10.1007/978-3-031-16452-1_15
10.1007/978-3-031-16452-1_15 · External reference
Radial basis function network for multi-task learning
External reference
A closer look at loss weighting in multi-task learning
2021 · External reference
Pareto multi-task learning
External reference
Multi-task feature learning via efficient l2, 1-norm minimization
External reference
Towards impartial multi-task learning
External reference
10.1109/cvpr.2019.00197
10.1109/cvpr.2019.00197 · External reference
10.1109/cvpr.2015.7298994
10.1109/cvpr.2015.7298994 · External reference
10.18653/v1/p19-1441
10.18653/v1/p19-1441 · External reference
10.1109/cvprw50498.2020.00121
10.1109/cvprw50498.2020.00121 · External reference
Gradient episodic memory for continual learning
External reference
10.1109/iccv51070.2023.01048
10.1109/iccv51070.2023.01048 · External reference
10.1609/aaai.v35i10.17068
10.1609/aaai.v35i10.17068 · External reference
10.1145/3219819.3220007
10.1145/3219819.3220007 · External reference
10.1007/978-3-030-01225-0_5
10.1007/978-3-030-01225-0_5 · External reference
Sparse coding for multitask and transfer learning
External reference
Continual multi-task Gaussian processes
2019 · External reference
Multi-task learning as a bargaining game
External reference
RanDumb: A simple approach that questions the efficacy of continual representation learning
2024 · External reference
10.1109/cvpr.2017.587
10.1109/cvpr.2017.587 · External reference
Gradient-based editing of memory examples for online task-free continual learning
External reference
10.1109/tpami.2018.2884462
10.1109/tpami.2018.2884462 · External reference
Multi-task learning as multi-objective optimization
External reference
10.1109/cvpr52729.2023.01923
10.1109/cvpr52729.2023.01923 · External reference
Overcoming catastrophic forgetting with hard attention to the task
External reference
10.1007/s10994-008-5088-0
10.1007/s10994-008-5088-0 · External reference
10.1609/aaai.v34i04.6054
10.1609/aaai.v34i04.6054 · External reference
Discovering structure in multiple learning tasks: The TC algorithm
External reference
Visualizing data using t-SNE
2008 · External reference
Safe screening for multi-task feature learning with multiple data matrices
External reference
10.1109/iccv51070.2023.01720
10.1109/iccv51070.2023.01720 · External reference
Memory replay GANs: Learning to generate new categories without forgetting
External reference
Forgetting, ignorance or myopia: Revisiting key challenges in online continual learning
External reference
A unified perspective on multi-domain and multi-task learning
External reference
Lifelong learning with dynamically expandable networks
External reference
10.1145/1102351.1102479
10.1145/1102351.1102479 · External reference
Gradient surgery for multi-task learning
External reference
Continual learning through synaptic intelligence
External reference
Share or not? Learning to schedule language-specific capacity for multilingual translation
External reference
Learning multiple related tasks using latent independent component analysis
External reference
Overcoming negative transfer: A survey
2020 · External reference
10.1109/tkde.2021.3070203
10.1109/tkde.2021.3070203 · External reference
10.1145/3298689.3346997
10.1145/3298689.3346997 · External reference
