Integrating Curricula with Replays: Its Effects on Continual Learning Jul 8, 2023 Continual Learning Transfer Learning
Code Code Available RecallM: An Adaptable Memory Mechanism with Temporal Understanding for Large Language Models Jul 6, 2023 Continual Learning In-Context Learning
Code Code Available Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition Jul 5, 2023 Continual Learning Language Acquisition
Code Code Available Exploring Continual Learning for Code Generation Models Jul 5, 2023 Code Generation Continual Learning
Code Code Available RanPAC: Random Projections and Pre-trained Models for Continual Learning Jul 5, 2023 Continual Learning
Code Code Available Continual Learning in Open-vocabulary Classification with Complementary Memory Systems Jul 4, 2023 Continual Learning image-classification
Code Code Available Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory Jul 2, 2023 class-incremental learning Class Incremental Learning
— Unverified Long-Tailed Continual Learning For Visual Food Recognition Jul 1, 2023 Continual Learning Data Augmentation
— Unverified How Do Human Users Teach a Continual Learning Robot in Repeated Interactions? Jun 30, 2023 Continual Learning
Code Code Available Improving Online Continual Learning Performance and Stability with Temporal Ensembles Jun 29, 2023 Continual Learning
Code Code Available An Efficient General-Purpose Modular Vision Model via Multi-Task Heterogeneous Training Jun 29, 2023 Continual Learning Mixture-of-Experts
— Unverified The Importance of Robust Features in Mitigating Catastrophic Forgetting Jun 29, 2023 Adversarial Robustness Continual Learning
— Unverified Parameter-Level Soft-Masking for Continual Learning Jun 26, 2023 Continual Learning Incremental Learning
Code Code Available Continual Learning for Out-of-Distribution Pedestrian Detection Jun 26, 2023 Continual Learning object-detection
Code Code Available Few-Shot Continual Learning via Flat-to-Wide Approaches Jun 26, 2023 Continual Learning Data Augmentation
Code Code Available Exploring Data Redundancy in Real-world Image Classification through Data Selection Jun 25, 2023 Active Learning Continual Learning
Code Code Available Maintaining Plasticity in Deep Continual Learning Jun 23, 2023 Binary Classification Continual Learning
Code Code Available Can Continual Learning Improve Long-Tailed Recognition? Toward a Unified Framework Jun 23, 2023 Continual Learning
— Unverified Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion Jun 23, 2023 Continual Learning Lifelong learning
— Unverified Learnability and Algorithm for Continual Learning Jun 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available Class-Incremental Learning based on Label Generation Jun 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings Jun 21, 2023 Continual Learning Incremental Learning
— Unverified Continual Learners are Incremental Model Generalizers Jun 21, 2023 Continual Learning model
— Unverified Universal adversarial perturbations for multiple classification tasks with quantum classifiers Jun 21, 2023 Continual Learning Quantum Machine Learning
— Unverified Progressive Fourier Neural Representation for Sequential Video Compilation Jun 20, 2023 Continual Learning
Code Code Available Eight challenges in developing theory of intelligence Jun 20, 2023 Adversarial Robustness Continual Learning
— Unverified Partial Hypernetworks for Continual Learning Jun 19, 2023 Continual Learning
Code Code Available Rehearsal-Free Online Continual Learning for Automatic Speech Recognition Jun 19, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available IF2Net: Innately Forgetting-Free Networks for Continual Learning Jun 18, 2023 Continual Learning Decision Making
— Unverified Studying Generalization on Memory-Based Methods in Continual Learning Jun 16, 2023 Continual Learning Out-of-Distribution Generalization
— Unverified POP: Prompt Of Prompts for Continual Learning Jun 14, 2023 Continual Learning Open-Ended Question Answering
— Unverified Heterogeneous Continual Learning Jun 14, 2023 Continual Learning Knowledge Distillation
— Unverified Kalman Filter for Online Classification of Non-Stationary Data Jun 14, 2023 Classification Continual Learning
— Unverified Dynamically Masked Discriminator for Generative Adversarial Networks Jun 13, 2023 Continual Learning
Code Code Available A Brief Review of Hypernetworks in Deep Learning Jun 12, 2023 Causal Inference Continual Learning
Code Code Available A Protocol for Continual Explanation of SHAP Jun 12, 2023 Continual Learning
Code Code Available A Probabilistic Framework for Modular Continual Learning Jun 11, 2023 Continual Learning
Code Code Available SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers Jun 9, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning Jun 8, 2023 Continual Learning Continual Self-Supervised Learning
Code Code Available Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory Jun 6, 2023 Continual Learning Data Augmentation
— Unverified Learning Representations on the Unit Sphere: Investigating Angular Gaussian and von Mises-Fisher Distributions for Online Continual Learning Jun 6, 2023 Continual Learning Representation Learning
Code Code Available Masked Autoencoders are Efficient Continual Federated Learners Jun 6, 2023 Continual Learning Federated Learning
Code Code Available Continual Learning in Linear Classification on Separable Data Jun 6, 2023 Classification Continual Learning
— Unverified Memory-Based Dual Gaussian Processes for Sequential Learning Jun 6, 2023 Active Learning Bayesian Optimization
Code Code Available Fast Context Adaptation in Cost-Aware Continual Learning Jun 6, 2023 Continual Learning Friction
— Unverified Continual Learning with Pretrained Backbones by Tuning in the Input Space Jun 5, 2023 Continual Learning image-classification
— Unverified Towards Robust Feature Learning with t-vFM Similarity for Continual Learning Jun 4, 2023 Continual Learning image-classification
— Unverified Evaluating Continual Learning on a Home Robot Jun 4, 2023 Continual Learning
— Unverified A Peer-to-peer Federated Continual Learning Network for Improving CT Imaging from Multiple Institutions Jun 3, 2023 Computed Tomography (CT) Continual Learning
— Unverified SACSoN: Scalable Autonomous Control for Social Navigation Jun 2, 2023 Continual Learning counterfactual
— Unverified 