Seeing Objects in dark with Continual Contrastive Learning Dec 6, 2021 Continual Learning Contrastive Learning
— Unverified Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks Dec 6, 2021 Continual Learning Sentiment Analysis
— Unverified Is Class-Incremental Enough for Continual Learning? Dec 6, 2021 Computational Efficiency Continual Learning
— Unverified CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks Dec 5, 2021 Classification Continual Learning
— Unverified Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning Dec 5, 2021 Continual Learning Language Modeling
— Unverified Contrastive Continual Learning with Feature Propagation Dec 3, 2021 Continual Learning Representation Learning
— Unverified Learning Curves for Continual Learning in Neural Networks: Self-Knowledge Transfer and Forgetting Dec 3, 2021 Continual Learning Transfer Learning
— Unverified Lifelong Domain Adaptation via Consolidated Internal Distribution Dec 1, 2021 Continual Learning Domain Adaptation
— Unverified On Plasticity, Invariance, and Mutually Frozen Weights in Sequential Task Learning Dec 1, 2021 Continual Learning Transfer Learning
— Unverified Mitigating Forgetting in Online Continual Learning with Neuron Calibration Dec 1, 2021 Continual Learning
— Unverified Generative vs. Discriminative: Rethinking The Meta-Continual Learning Dec 1, 2021 Continual Learning Meta-Learning
Code Code Available BNS: Building Network Structures Dynamically for Continual Learning Dec 1, 2021 Continual Learning Transfer Learning
— Unverified Hierarchical Prototype Networks for Continual Graph Representation Learning Nov 30, 2021 Attribute Continual Learning
— Unverified Latent Space based Memory Replay for Continual Learning in Artificial Neural Networks Nov 26, 2021 Continual Learning
— Unverified Non-IID data and Continual Learning processes in Federated Learning: A long road ahead Nov 26, 2021 BIG-bench Machine Learning Continual Learning
— Unverified Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics Nov 25, 2021 Active Learning Age Estimation
Code Code Available Reviewing continual learning from the perspective of human-level intelligence Nov 23, 2021 Continual Learning
— Unverified Fixed Points in Cyber Space: Rethinking Optimal Evasion Attacks in the Age of AI-NIDS Nov 23, 2021 Continual Learning Multi-agent Reinforcement Learning
— Unverified Multi-lingual agents through multi-headed neural networks Nov 22, 2021 Continual Learning Multi-agent Reinforcement Learning
Code Code Available FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning Nov 22, 2021 Continual Learning Memorization
— Unverified Can Sequential Bayesian Inference Solve Continual Learning? Nov 22, 2021 Bayesian Inference Continual Learning
— Unverified Defeating Catastrophic Forgetting via Enhanced Orthogonal Weights Modification Nov 19, 2021 Continual Learning
— Unverified GCR: Gradient Coreset Based Replay Buffer Selection For Continual Learning Nov 18, 2021 Continual Learning
— Unverified Sustainable Artificial Intelligence through Continual Learning Nov 17, 2021 Continual Learning
— Unverified Power Norm Based Lifelong Learning for Paraphrase Generations Nov 16, 2021 Continual Learning Lifelong learning
— Unverified Continual Prompt Tuning for Dialog State Tracking Nov 16, 2021 Continual Learning dialog state tracking
— Unverified MAML-CL: Edited Model-Agnostic Meta-Learning for Continual Learning Nov 16, 2021 Continual Learning Meta-Learning
Code Code Available Consecutive Task-oriented Dialog Policy Learning Nov 16, 2021 Continual Learning Management
— Unverified CoLLIE: Continual Learning of Language Grounding from Language-Image Embeddings Nov 15, 2021 Continual Learning Few-Shot Learning
Code Code Available Target Layer Regularization for Continual Learning Using Cramer-Wold Generator Nov 15, 2021 Continual Learning
Code Code Available Attentive Federated Learning for Concept Drift in Distributed 5G Edge Networks Nov 14, 2021 Continual Learning Edge-computing
Code Code Available Incremental Meta-Learning via Episodic Replay Distillation for Few-Shot Image Recognition Nov 9, 2021 Continual Learning Knowledge Distillation
Code Code Available Joint Inference for Neural Network Depth and Dropout Regularization Nov 8, 2021 Continual Learning Model Selection
Code Code Available TaskDrop: A Competitive Baseline for Continual Learning of Sentiment Classification Nov 5, 2021 Classification Continual Learning
Code Code Available Online Continual Learning via Multiple Deep Metric Learning and Uncertainty-guided Episodic Memory Replay -- 3rd Place Solution for ICCV 2021 Workshop SSLAD Track 3A Continual Object Classification Nov 4, 2021 Autonomous Driving Continual Learning
Code Code Available One Pass ImageNet Nov 3, 2021 Continual Learning Deep Learning
— Unverified A Meta-Learned Neuron model for Continual Learning Nov 3, 2021 Continual Learning model
— Unverified Provable Lifelong Learning of Representations Oct 27, 2021 Continual Learning Lifelong learning
— Unverified Deep learning via message passing algorithms based on belief propagation Oct 27, 2021 Continual Learning Deep Learning
— Unverified Brain-inspired feature exaggeration in generative replay for continual learning Oct 26, 2021 class-incremental learning Class Incremental Learning
— Unverified Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications Oct 25, 2021 Continual Learning Incremental Learning
— Unverified Mixture-of-Variational-Experts for Continual Learning Oct 25, 2021 Continual Learning Domain-IL Continual Learning
Code Code Available Wide Neural Networks Forget Less Catastrophically Oct 21, 2021 Continual Learning
— Unverified Center Loss Regularization for Continual Learning Oct 21, 2021 Continual Learning Domain Adaptation
— Unverified A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays Oct 20, 2021 Continual Learning Quantization
— Unverified Continual Learning in Multilingual NMT via Language-Specific Embeddings Oct 20, 2021 Continual Learning NMT
— Unverified On Label-Efficient Computer Vision: Building Fast and Effective Few-Shot Image Classifiers Oct 19, 2021 Active Learning Continual Learning
— Unverified A Simple Approach to Continual Learning by Transferring Skill Parameters Oct 19, 2021 Continual Learning
— Unverified Dendritic Self-Organizing Maps for Continual Learning Oct 18, 2021 Continual Learning Split-CIFAR-10
— Unverified Online Continual Learning Via Candidates Voting Oct 17, 2021 Continual Learning image-classification
— Unverified 