Latent Spectral Regularization for Continual Learning Jan 9, 2023 Continual Learning Incremental Learning
Code Code Available Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning Jan 6, 2023 class-incremental learning Class Incremental Learning
— Unverified On Sequential Bayesian Inference for Continual Learning Jan 4, 2023 Bayesian Inference Continual Learning
Code Code Available A Survey on Deep Industrial Transfer Learning in Fault Prognostics Jan 4, 2023 Continual Learning Survey
— Unverified Dissecting Continual Learning a Structural and Data Analysis Jan 3, 2023 Continual Learning Incremental Learning
— Unverified Generative appearance replay for continual unsupervised domain adaptation Jan 3, 2023 Continual Learning Domain Adaptation
— Unverified Dynamically Modular and Sparse General Continual Learning Jan 2, 2023 Continual Learning
Code Code Available Growing a Brain with Sparsity-Inducing Generation for Continual Learning Jan 1, 2023 Action Recognition Continual Learning
Code Code Available Continual Learning for Personalized Co-speech Gesture Generation Jan 1, 2023 Continual Learning Gesture Generation
— Unverified NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available Self-Evolved Dynamic Expansion Model for Task-Free Continual Learning Jan 1, 2023 Continual Learning Diversity
Code Code Available Data Augmented Flatness-aware Gradient Projection for Continual Learning Jan 1, 2023 Continual Learning
— Unverified Measuring Asymmetric Gradient Discrepancy in Parallel Continual Learning Jan 1, 2023 Continual Learning
— Unverified Instance and Category Supervision are Alternate Learners for Continual Learning Jan 1, 2023 Continual Learning Self-Supervised Learning
— Unverified Wasserstein Expansible Variational Autoencoder for Discriminative and Generative Continual Learning Jan 1, 2023 Continual Learning Diversity
Code Code Available Generating Instance-level Prompts for Rehearsal-free Continual Learning Jan 1, 2023 Continual Learning
— Unverified Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision Jan 1, 2023 Continual Learning Incremental Learning
Code Code Available A Simple Recipe to Meta-Learn Forward and Backward Transfer Jan 1, 2023 Continual Learning Meta-Learning
— Unverified CTP:Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation Jan 1, 2023 Continual Learning Continual Pretraining
Code Code Available Towards Realistic Evaluation of Industrial Continual Learning Scenarios with an Emphasis on Energy Consumption and Computational Footprint Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering Jan 1, 2023 Continual Learning Language Modelling
— Unverified Few-shot Continual Infomax Learning Jan 1, 2023 Continual Learning Few-Shot Learning
— Unverified Bilateral Memory Consolidation for Continual Learning Jan 1, 2023 Continual Learning Knowledge Distillation
— Unverified CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling Jan 1, 2023 Continual Learning
— Unverified MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation Jan 1, 2023 Continual Learning Data Augmentation
— Unverified Adaptive Plasticity Improvement for Continual Learning Jan 1, 2023 Continual Learning Lifelong learning
— Unverified GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified A-La-Carte Prompt Tuning (APT): Combining Distinct Data via Composable Prompting Jan 1, 2023 Continual Learning
— Unverified VQACL: A Novel Visual Question Answering Continual Learning Setting Jan 1, 2023 Continual Learning Question Answering
Code Code Available Sparse Coding in a Dual Memory System for Lifelong Learning Dec 28, 2022 Continual Learning Lifelong learning
Code Code Available Saliency-Augmented Memory Completion for Continual Learning Dec 26, 2022 Bilevel Optimization Continual Learning
Code Code Available Re-basin via implicit Sinkhorn differentiation Dec 22, 2022 Continual Learning Incremental Learning
Code Code Available Continual Learning Approaches for Anomaly Detection Dec 21, 2022 Anomaly Detection Continual Learning
Code Code Available Hierarchically branched diffusion models leverage dataset structure for class-conditional generation Dec 21, 2022 Continual Learning
Code Code Available DSI++: Updating Transformer Memory with New Documents Dec 19, 2022 Continual Learning Natural Questions
— Unverified Continual Learning for Instruction Following from Realtime Feedback Dec 19, 2022 Continual Learning Instruction Following
Code Code Available 3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding Dec 13, 2022 Continual Learning Incremental Learning
Code Code Available Instance-Conditional Timescales of Decay for Non-Stationary Learning Dec 12, 2022 Continual Learning Meta-Learning
— Unverified PIVOT: Prompting for Video Continual Learning Dec 9, 2022 Continual Learning
— Unverified A soft nearest-neighbor framework for continual semi-supervised learning Dec 9, 2022 Continual Learning
Code Code Available Selective Amnesia: On Efficient, High-Fidelity and Blind Suppression of Backdoor Effects in Trojaned Machine Learning Models Dec 9, 2022 Continual Learning
— Unverified System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games Dec 8, 2022 Continual Learning Lifelong learning
— Unverified Bio-Inspired, Task-Free Continual Learning through Activity Regularization Dec 8, 2022 Continual Learning Split-MNIST
— Unverified Statistical mechanics of continual learning: variational principle and mean-field potential Dec 6, 2022 Continual Learning Multi-Task Learning
Code Code Available Continual learning on deployment pipelines for Machine Learning Systems Dec 5, 2022 Anomaly Detection Continual Learning
— Unverified FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge Dec 4, 2022 Continual Learning Transfer Learning
— Unverified Continual Learning for On-Device Speech Recognition using Disentangled Conformers Dec 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Continual Learning with Distributed Optimization: Does CoCoA Forget? Nov 30, 2022 Continual Learning Distributed Optimization
— Unverified Continual Learning with Optimal Transport based Mixture Model Nov 30, 2022 class-incremental learning Class Incremental Learning
— Unverified 