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Showing 26–50 of 72 papers

TitleStatusHype
AIR: Analytic Imbalance Rectifier for Continual LearningCode1
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond—0
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation—0
Exemplar-free Continual Representation Learning via Learnable Drift CompensationCode1
TACLE: Task and Class-aware Exemplar-free Semi-supervised Class Incremental LearningCode0
Where's That Voice Coming? Continual Learning for Sound Source Localization—0
Resurrecting Old Classes with New Data for Exemplar-Free Continual LearningCode1
Online Analytic Exemplar-Free Continual Learning with Large Models for Imbalanced Autonomous Driving TaskCode0
Future-Proofing Class Incremental Learning—0
Every Shot Counts: Using Exemplars for Repetition Counting in VideosCode1
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental LearningCode0
Exemplar-Free Class Incremental Learning via Incremental Representation—0
GACL: Exemplar-Free Generalized Analytic Continual LearningCode1
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental LearningCode1
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning—0
FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing—0
DiffClass: Diffusion-Based Class Incremental Learning—0
LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic SurgeryCode0
Random Representations Outperform Online Continually Learned RepresentationsCode0
Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental LearningCode1
Divide and not forget: Ensemble of selectively trained experts in Continual LearningCode0
Towards Plastic and Stable Exemplar-Free Incremental Learning: A Dual-Learner Framework with Cumulative Parameter Averaging—0
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual LearningCode1
Plasticity-Optimized Complementary Networks for Unsupervised Continual LearningCode0
ABC Easy as 123: A Blind Counter for Exemplar-Free Multi-Class Class-agnostic Counting—0
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