Toward industrial use of continual learning : new metrics proposal for class incremental learning Apr 10, 2024 class-incremental learning Class Incremental Learning
— Unverified Hyperparameter Selection in Continual Learning Apr 9, 2024 Continual Learning
— Unverified On the Convergence of Continual Learning with Adaptive Methods Apr 8, 2024 Continual Learning image-classification
— Unverified F-MALLOC: Feed-forward Memory Allocation for Continual Learning in Neural Machine Translation Apr 7, 2024 Continual Learning Machine Translation
Code Code Available Data Stream Sampling with Fuzzy Task Boundaries and Noisy Labels Apr 7, 2024 Continual Learning Fairness
Code Code Available DELTA: Decoupling Long-Tailed Online Continual Learning Apr 6, 2024 Continual Learning Contrastive Learning
Code Code Available Continual Learning with Weight Interpolation Apr 5, 2024 Continual Learning
Code Code Available Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models Apr 4, 2024 Continual Learning Retrieval
— Unverified Continual Learning of Numerous Tasks from Long-tail Distributions Apr 3, 2024 Continual Learning
— Unverified Empowering Biomedical Discovery with AI Agents Apr 3, 2024 Continual Learning Navigate
— Unverified Learning Equi-angular Representations for Online Continual Learning Apr 2, 2024 Continual Learning
Code Code Available Make Continual Learning Stronger via C-Flat Apr 1, 2024 Continual Learning
Code Code Available Continual Learning for Smart City: A Survey Apr 1, 2024 Continual Learning Federated Learning
— Unverified Rehearsal-Free Modular and Compositional Continual Learning for Language Models Mar 31, 2024 Continual Learning Transfer Learning
Code Code Available Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning Mar 31, 2024 Continual Learning Representation Learning
Code Code Available Continual Learning for Autonomous Robots: A Prototype-based Approach Mar 30, 2024 Continual Learning
— Unverified Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation Mar 30, 2024 Continual Learning Knowledge Distillation
Code Code Available InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning Mar 30, 2024 Continual Learning parameter-efficient fine-tuning
Code Code Available Convolutional Prompting meets Language Models for Continual Learning Mar 29, 2024 Continual Learning
— Unverified Selective Attention-based Modulation for Continual Learning Mar 29, 2024 Continual Learning Saliency Prediction
Code Code Available Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer Mar 29, 2024 class-incremental learning Class Incremental Learning
Code Code Available ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning Mar 29, 2024 Continual Learning Continual Panoptic Segmentation
Code Code Available CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models Mar 28, 2024 Continual Learning
Code Code Available Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning Mar 27, 2024 Continual Learning
Code Code Available Enhancing Generative Class Incremental Learning Performance with Model Forgetting Approach Mar 27, 2024 class-incremental learning Class Incremental Learning
— Unverified Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Mar 27, 2024 Continual Learning Continual Self-Supervised Learning
— Unverified The Artificial Neural Twin -- Process Optimization and Continual Learning in Distributed Process Chains Mar 27, 2024 Continual Learning Model Predictive Control
— Unverified DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning Mar 26, 2024 class-incremental learning Class Incremental Learning
— Unverified One-Shot Domain Incremental Learning Mar 25, 2024 Continual Learning Incremental Learning
Code Code Available Enhancing Visual Continual Learning with Language-Guided Supervision Mar 24, 2024 class-incremental learning Class Incremental Learning
— Unverified Live and Learn: Continual Action Clustering with Incremental Views Mar 23, 2024 Clustering Continual Learning
— Unverified GACL: Exemplar-Free Generalized Analytic Continual Learning Mar 23, 2024 class-incremental learning Class Incremental Learning
Code Code Available Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness Mar 22, 2024 class-incremental learning Class Incremental Learning
Code Code Available Continual Vision-and-Language Navigation Mar 22, 2024 Continual Learning Navigate
— Unverified A Bag of Tricks for Few-Shot Class-Incremental Learning Mar 21, 2024 class-incremental learning Class Incremental Learning
— Unverified A Unified and General Framework for Continual Learning Mar 20, 2024 Continual Learning
Code Code Available Unveiling the Anomalies in an Ever-Changing World: A Benchmark for Pixel-Level Anomaly Detection in Continual Learning Mar 19, 2024 Anomaly Detection Continual Learning
— Unverified Predictive, scalable and interpretable knowledge tracing on structured domains Mar 19, 2024 Bayesian Inference Continual Learning
Code Code Available Informed Spectral Normalized Gaussian Processes for Trajectory Prediction Mar 18, 2024 Autonomous Driving Continual Learning
— Unverified InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions Mar 18, 2024 Continual Learning Diversity
— Unverified PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks Mar 18, 2024 Continual Learning Few-Shot Learning
— Unverified Semantic Prompting with Image-Token for Continual Learning Mar 18, 2024 Continual Learning
— Unverified Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters Mar 18, 2024 Continual Learning Incremental Learning
Code Code Available Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration Mar 17, 2024 Continual Learning
Code Code Available Feature Aggregation with Latent Generative Replay for Federated Continual Learning of Socially Appropriate Robot Behaviours Mar 16, 2024 Continual Learning CPU
— Unverified Function-space Parameterization of Neural Networks for Sequential Learning Mar 16, 2024 Continual Learning Gaussian Processes
Code Code Available Towards Robustness and Diversity: Continual Learning in Dialog Generation with Text-Mixup and Batch Nuclear-Norm Maximization Mar 16, 2024 Continual Learning Data Augmentation
— Unverified Just Say the Name: Online Continual Learning with Category Names Only via Data Generation Mar 16, 2024 Continual Learning Diversity
— Unverified CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning Mar 15, 2024 class-incremental learning Class Incremental Learning
Code Code Available Open Continual Feature Selection via Granular-Ball Knowledge Transfer Mar 15, 2024 Continual Learning feature selection
Code Code Available 