Continual Learning of Knowledge Graph Embeddings Jan 14, 2021 Continual Learning Graph Embedding
Code Code Available Co2L: Contrastive Continual Learning Jan 1, 2021 Continual Learning Contrastive Learning
Code Code Available GraphLog: A Benchmark for Measuring Logical Generalization in Graph Neural Networks Jan 1, 2021 Continual Learning Knowledge Graphs
Code Code Available Continual Learning in Task-Oriented Dialogue Systems Dec 31, 2020 Continual Learning Intent Recognition
Code Code Available Efficient Continual Learning with Modular Networks and Task-Driven Priors Dec 23, 2020 Continual Learning
Code Code Available Overcoming Catastrophic Forgetting in Graph Neural Networks Dec 10, 2020 Continual Learning
Code Code Available EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING Dec 7, 2020 Computational Efficiency Continual Learning
Code Code Available Look-ahead Meta Learning for Continual Learning Dec 1, 2020 Continual Learning Meta-Learning
Code Code Available Energy-Based Models for Continual Learning Nov 24, 2020 Continual Learning
Code Code Available PLOP: Learning without Forgetting for Continual Semantic Segmentation Nov 23, 2020 Class Incremental Learning Continual Learning
Code Code Available Learning to Continuously Optimize Wireless Resource In Episodically Dynamic Environment Nov 16, 2020 Continual Learning Fairness
Code Code Available Continual Learning of Control Primitives: Skill Discovery via Reset-Games Nov 10, 2020 Continual Learning
Code Code Available AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Oct 28, 2020 Continual Learning Organ Segmentation
Code Code Available Continual Learning in Low-rank Orthogonal Subspaces Oct 22, 2020 Continual Learning
Code Code Available Rethinking Experience Replay: a Bag of Tricks for Continual Learning Oct 12, 2020 Continual Learning
Code Code Available PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation Oct 12, 2020 Anomaly Detection Anomaly Segmentation
Code Code Available Linear Mode Connectivity in Multitask and Continual Learning Oct 9, 2020 Continual Learning Linear Mode Connectivity
Code Code Available Continual learning using hash-routed convolutional neural networks Oct 9, 2020 Continual Learning
Code Code Available A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix Oct 7, 2020 Continual Learning
Code Code Available Disentangle-based Continual Graph Representation Learning Oct 6, 2020 Continual Learning Graph Embedding
Code Code Available Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting Oct 4, 2020 Continual Learning
Code Code Available Meta-Consolidation for Continual Learning Oct 1, 2020 Continual Learning
Code Code Available Continual Model-Based Reinforcement Learning with Hypernetworks Sep 25, 2020 Continual Learning model
Code Code Available Few-Shot Unsupervised Continual Learning through Meta-Examples Sep 17, 2020 Clustering Continual Learning
Code Code Available Meta-Learning with Sparse Experience Replay for Lifelong Language Learning Sep 10, 2020 Continual Learning Lifelong learning
Code Code Available Imbalanced Continual Learning with Partitioning Reservoir Sampling Sep 8, 2020 Continual Learning Multi-Label Classification
Code Code Available Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams Sep 2, 2020 class-incremental learning Class Incremental Learning
Code Code Available Lifelong Graph Learning Sep 1, 2020 Action Recognition Continual Learning
Code Code Available Online Class-Incremental Continual Learning with Adversarial Shapley Value Aug 31, 2020 Continual Learning Open-Ended Question Answering
Code Code Available RODEO: Replay for Online Object Detection Aug 14, 2020 Class Incremental Learning Continual Learning
Code Code Available Brain-inspired replay for continual learning with artificial neural networks Aug 13, 2020 class-incremental learning Class Incremental Learning
Code Code Available ARCADe: A Rapid Continual Anomaly Detector Aug 10, 2020 Anomaly Detection continual anomaly detection
Code Code Available Online Continual Learning under Extreme Memory Constraints Aug 4, 2020 Continual Learning
Code Code Available GDumb: A Simple Approach that Questions Our Progress in Continual Learning Aug 1, 2020 class-incremental learning Class Incremental Learning
Code Code Available Bilevel Continual Learning Jul 30, 2020 Bilevel Optimization Continual Learning
Code Code Available La-MAML: Look-ahead Meta Learning for Continual Learning Jul 27, 2020 Continual Learning Meta-Learning
Code Code Available ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation Jul 23, 2020 Continual Learning Session-Based Recommendations
Code Code Available Drinking from a Firehose: Continual Learning with Web-scale Natural Language Jul 18, 2020 Continual Learning
Code Code Available Lifelong Learning of Compositional Structures Jul 15, 2020 Continual Learning Lifelong learning
Code Code Available RATT: Recurrent Attention to Transient Tasks for Continual Image Captioning Jul 13, 2020 Continual Learning Image Captioning
Code Code Available Batch-level Experience Replay with Review for Continual Learning Jul 11, 2020 Continual Learning
Code Code Available Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature Jul 7, 2020 Continual Learning Extractive Summarization
Code Code Available Graph Neural Networks with Continual Learning for Fake News Detection from Social Media Jul 7, 2020 Continual Learning Fact Checking
Code Code Available FLUID: A Unified Evaluation Framework for Flexible Sequential Data Jul 6, 2020 Continual Learning Representation Learning
Code Code Available Gradient-based Editing of Memory Examples for Online Task-free Continual Learning Jun 27, 2020 Continual Learning
Code Code Available Insights from the Future for Continual Learning Jun 24, 2020 Class Incremental Learning Continual Learning
Code Code Available Continual Learning in Recurrent Neural Networks Jun 22, 2020 Continual Learning
Code Code Available Automatic Recall Machines: Internal Replay, Continual Learning and the Brain Jun 22, 2020 Continual Learning
Code Code Available Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent Jun 21, 2020 Continual Learning Transfer Learning
Code Code Available Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes Jun 19, 2020 Continual Learning Decision Making
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