Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts Aug 26, 2021 Continual Learning Image Reconstruction
Code Code Available Continual learning under domain transfer with sparse synaptic bursting Aug 26, 2021 Continual Learning Meta-Learning
— Unverified Wanderlust: Online Continual Object Detection in the Real World Aug 25, 2021 Continual Learning Object
Code Code Available Adaptive Explainable Continual Learning Framework for Regression Problems with Focus on Power Forecasts Aug 24, 2021 Continual Learning regression
— Unverified Principal Gradient Direction and Confidence Reservoir Sampling for Continual Learning Aug 21, 2021 Continual Learning
— Unverified Online Continual Learning with Natural Distribution Shifts: An Empirical Study with Visual Data Aug 20, 2021 Continual Learning
Code Code Available Continual Learning for Image-Based Camera Localization Aug 20, 2021 Autonomous Driving Camera Localization
Code Code Available Online Continual Learning For Visual Food Classification Aug 15, 2021 Classification Continual Learning
— Unverified An Investigation of Replay-based Approaches for Continual Learning Aug 15, 2021 Continual Learning
— Unverified Continual Semi-Supervised Learning through Contrastive Interpolation Consistency Aug 14, 2021 Continual Learning Metric Learning
Code Code Available Continual Backprop: Stochastic Gradient Descent with Persistent Randomness Aug 13, 2021 Continual Learning Reinforcement Learning (RL)
Code Code Available Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations Aug 12, 2021 Continual Learning
— Unverified Discriminative Distillation to Reduce Class Confusion in Continual Learning Aug 11, 2021 Continual Learning image-classification
— Unverified Continual Learning for Grounded Instruction Generation by Observing Human Following Behavior Aug 10, 2021 Continual Learning
— Unverified RECALL: Replay-based Continual Learning in Semantic Segmentation Aug 8, 2021 Continual Learning Generative Adversarial Network
Code Code Available Quantum Continual Learning Overcoming Catastrophic Forgetting Aug 5, 2021 BIG-bench Machine Learning Continual Learning
— Unverified Sequoia: A Software Framework to Unify Continual Learning Research Aug 2, 2021 Continual Learning
Code Code Available Preserving Cross-Linguality of Pre-trained Models via Continual Learning Aug 1, 2021 Continual Learning named-entity-recognition
— Unverified Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction Aug 1, 2021 Continual Learning Continual Relation Extraction
Code Code Available Learning to Solve NLP Tasks in an Incremental Number of Languages Aug 1, 2021 Continual Learning Relational Reasoning
— Unverified On The State of Data In Computer Vision: Human Annotations Remain Indispensable for Developing Deep Learning Models Jul 31, 2021 Continual Learning
— Unverified Few-Shot and Continual Learning with Attentive Independent Mechanisms Jul 29, 2021 Continual Learning Few-Shot Learning
Code Code Available Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation Jul 28, 2021 Continual Learning Navigate
— Unverified Task-Specific Normalization for Continual Learning of Blind Image Quality Models Jul 28, 2021 Continual Learning Image Quality Assessment
Code Code Available Continual Learning with Neuron Activation Importance Jul 27, 2021 Continual Learning
— Unverified An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning Jul 26, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified In Defense of the Learning Without Forgetting for Task Incremental Learning Jul 26, 2021 Continual Learning Incremental Learning
— Unverified Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation Jul 19, 2021 Continual Learning Continual Semantic Segmentation
Code Code Available Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking Jul 17, 2021 Continual Learning Network Pruning
Code Code Available GopGAN: Gradients Orthogonal Projection Generative Adversarial Network With Continual Learning Jul 16, 2021 Continual Learning Generative Adversarial Network
— Unverified Continual Learning for Automated Audio Captioning Using The Learning Without Forgetting Approach Jul 16, 2021 Audio captioning Continual Learning
Code Code Available Algorithmic insights on continual learning from fruit flies Jul 15, 2021 Continual Learning Lifelong learning
Code Code Available AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training Jul 13, 2021 Continual Learning Semantic Segmentation
— Unverified Kernel Continual Learning Jul 12, 2021 Continual Learning Variational Inference
Code Code Available Contrast R-CNN for Continual Learning in Object Detection Jul 11, 2021 Continual Learning image-classification
— Unverified ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data Jul 11, 2021 Continual Learning Music Transcription
— Unverified Behavior Self-Organization Supports Task Inference for Continual Robot Learning Jul 9, 2021 Continual Learning Multi-Task Learning
— Unverified Continual Learning in the Teacher-Student Setup: Impact of Task Similarity Jul 9, 2021 Continual Learning
Code Code Available A Fixed Version of Quadratic Program in Gradient Episodic Memory Jul 7, 2021 Continual Learning
— Unverified Regularization-based Continual Learning for Fault Prediction in Lithium-Ion Batteries Jul 7, 2021 Continual Learning
— Unverified CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation Jul 6, 2021 Continual Learning Domain Adaptation
Code Code Available Continual Contrastive Learning for Image Classification Jul 5, 2021 Classification Continual Learning
Code Code Available Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network Jul 3, 2021 class-incremental learning Class Incremental Learning
Code Code Available Improving Human Motion Prediction Through Continual Learning Jul 1, 2021 Continual Learning Diversity
— Unverified Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation Jun 29, 2021 Class Incremental Learning Continual Learning
Code Code Available Co^2L: Contrastive Continual Learning Jun 28, 2021 Continual Learning Contrastive Learning
Code Code Available Unsupervised Continual Learning via Self-Adaptive Deep Clustering Approach Jun 28, 2021 Clustering Continual Learning
Code Code Available Continual Learning via Inter-Task Synaptic Mapping Jun 26, 2021 Continual Learning
Code Code Available Continual Novelty Detection Jun 24, 2021 Continual Learning Novelty Detection
Code Code Available Task-agnostic Continual Learning with Hybrid Probabilistic Models Jun 24, 2021 Anomaly Detection Continual Learning
— Unverified 