Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning Oct 6, 2021 Continual Learning Cross-Lingual Transfer
— Unverified Hypernetworks for Continual Semi-Supervised Learning Oct 5, 2021 Continual Learning Generative Adversarial Network
— Unverified GROWN: GRow Only When Necessary for Continual Learning Oct 3, 2021 Continual Learning Transfer Learning
— Unverified DualNet: Continual Learning, Fast and Slow Oct 1, 2021 Continual Learning Hippocampus
Code Code Available Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problems Oct 1, 2021 BIG-bench Machine Learning Bilevel Optimization
Code Code Available TyXe: Pyro-based Bayesian neural nets for Pytorch Oct 1, 2021 Continual Learning image-classification
Code Code Available Optimizing Class Distribution in Memory for Multi-Label Continual Learning Sep 29, 2021 Continual Learning
— Unverified Designing Less Forgetful Networks for Continual Learning Sep 29, 2021 Continual Learning
— Unverified A Unified Knowledge Distillation Framework for Deep Directed Graphical Models Sep 29, 2021 Continual Learning Federated Learning
— Unverified Improving Meta-Continual Learning Representations with Representation Replay Sep 29, 2021 Continual Learning Meta-Learning
Code Code Available Continual Learning of Neural Networks for Realtime Wireline Cable Position Inference Sep 29, 2021 Continual Learning Position
— Unverified Effect of scale on catastrophic forgetting in neural networks Sep 29, 2021 Continual Learning
— Unverified Continual Learning Using Task Conditional Neural Networks Sep 29, 2021 Continual Learning Mixture-of-Experts
— Unverified Ensembles and Encoders for Task-Free Continual Learning Sep 29, 2021 Continual Learning Self-Supervised Learning
— Unverified ACCTS: an Adaptive Model Training Policy for Continuous Classification of Time Series Sep 29, 2021 Continual Learning Time Series
— Unverified Continual Learning with Filter Atom Swapping Sep 29, 2021 Continual Learning
Code Code Available Mako: Semi-supervised continual learning with minimal labeled data via data programming Sep 29, 2021 Continual Learning image-classification
— Unverified Gradient Imbalance and solution in Online Continual learning Sep 29, 2021 Continual Learning Incremental Learning
— Unverified Partially Relaxed Masks for Lightweight Knowledge Transfer without Forgetting in Continual Learning Sep 29, 2021 Continual Learning Incremental Learning
— Unverified Learn the Time to Learn: Replay Scheduling for Continual Learning Sep 29, 2021 Continual Learning Scheduling
— Unverified Continual Learning via Low-Rank Network Updates Sep 29, 2021 Continual Learning
— Unverified Chameleon Sampling: Diverse and Pure Example Selection for Online Continual Learning with Noisy Labels Sep 29, 2021 Continual Learning Diversity
— Unverified Pretrained Language Model in Continual Learning: A Comparative Study Sep 29, 2021 Continual Learning Language Modeling
— Unverified Continual Learning Using Pseudo-Replay via Latent Space Sampling Sep 29, 2021 class-incremental learning Class Incremental Learning
— Unverified Model Zoo: A Growing Brain That Learns Continually Sep 29, 2021 Continual Learning Learning Theory
— Unverified Brain insights improve RNNs' accuracy and robustness for hierarchical control of continually learned autonomous motor motifs Sep 29, 2021 Continual Learning Inductive Bias
— Unverified On the Convergence of Nonconvex Continual Learning with Adaptive Learning Rate Sep 29, 2021 Continual Learning image-classification
— Unverified Closed-loop Control for Online Continual Learning Sep 29, 2021 Continual Learning
— Unverified Design and Evaluation for Robust Continual Learning Sep 29, 2021 Continual Learning Experimental Design
— Unverified Towards a theory of out-of-distribution learning Sep 29, 2021 Continual Learning Learning Theory
— Unverified Formalizing the Generalization-Forgetting Trade-off in Continual Learning Sep 28, 2021 Continual Learning
— Unverified Bayesian deep learning of affordances from RGB images Sep 27, 2021 Continual Learning Deep Learning
— Unverified Recent Advances of Continual Learning in Computer Vision: An Overview Sep 23, 2021 Continual Learning Knowledge Distillation
— Unverified Lifelong 3D Object Recognition and Grasp Synthesis Using Dual Memory Recurrent Self-Organization Networks Sep 23, 2021 3D Object Recognition Continual Learning
Code Code Available Towards Generalized and Incremental Few-Shot Object Detection Sep 23, 2021 Autonomous Driving Continual Learning
— Unverified Continual Learning with Memory Cascades Sep 22, 2021 Continual Learning Permuted-MNIST
— Unverified Stabilizing Elastic Weight Consolidation method in practical ML tasks and using weight importances for neural network pruning Sep 21, 2021 Continual Learning Network Pruning
Code Code Available Learning offline: memory replay in biological and artificial reinforcement learning Sep 21, 2021 Continual Learning Decision Making
— Unverified Unsupervised Continual Learning in Streaming Environments Sep 20, 2021 Clustering Continual Learning
— Unverified Class incremental learning for video action classification Sep 19, 2021 Action Classification Action Recognition In Videos
— Unverified Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments Sep 16, 2021 Continual Learning
— Unverified Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers Sep 11, 2021 Continual Learning Semantic Parsing
Code Code Available Saliency Guided Experience Packing for Replay in Continual Learning Sep 10, 2021 Continual Learning Image Classification
Code Code Available A distillation-based approach integrating continual learning and federated learning for pervasive services Sep 9, 2021 Activity Recognition Continual Learning
— Unverified On robustness of generative representations against catastrophic forgetting Sep 4, 2021 Continual Learning Specificity
— Unverified Complementary Calibration: Boosting General Continual Learning with Collaborative Distillation and Self-Supervision Sep 3, 2021 Continual Learning Contrastive Learning
Code Code Available Federated Reconnaissance: Efficient, Distributed, Class-Incremental Learning Sep 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available How Does Adversarial Fine-Tuning Benefit BERT? Aug 31, 2021 Continual Learning Dependency Parsing
— Unverified Prototype-Guided Memory Replay for Continual Learning Aug 28, 2021 Continual Learning Meta-Learning
— Unverified Detection and Continual Learning of Novel Face Presentation Attacks Aug 27, 2021 Continual Learning Face Presentation Attack Detection
— Unverified 