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Showing 1–25 of 37 papers

TitleStatusHype
Generative replay with feedback connections as a general strategy for continual learningCode2
Three scenarios for continual learningCode2
Bayesian continual learning and forgetting in neural networksCode1
Improving and Understanding Variational Continual LearningCode1
CKConv: Continuous Kernel Convolution For Sequential DataCode1
The CLEAR Benchmark: Continual LEArning on Real-World ImageryCode1
HiPPO: Recurrent Memory with Optimal Polynomial ProjectionsCode1
Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNsCode0
Artificial Neuronal Ensembles with Learned Context Dependent GatingCode0
Disentangling and Mitigating the Impact of Task Similarity for Continual LearningCode0
IGLOO: Slicing the Features Space to Represent SequencesCode0
Low-rank passthrough neural networksCode0
Mixture-of-Variational-Experts for Continual LearningCode0
Shared and Private VAEs with Generative Replay for Continual LearningCode0
Short-Term Memory Optimization in Recurrent Neural Networks by Autoencoder-based InitializationCode0
Exploiting Task Relationships for Continual Learning Using Transferability-Aware Task Embeddings—0
Continual Learning with Extended Kronecker-factored Approximate Curvature—0
Continual Learning via Explicit Structure Learning—0
Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime—0
Bayesian Metaplasticity from Synaptic Uncertainty—0
Increasing Depth of Neural Networks for Life-long Learning—0
Interactions between Representation Learning and Supervision—0
Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting—0
Lifelong Learning with Sketched Structural Regularization—0
Autoencoder-based Initialization for Recurrent Neural Networks with a Linear Memory—0
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