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TitleStatusHype
Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identificationCode1
LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual LearningCode1
Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift CompensationCode1
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental LearningCode1
EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental LearningCode1
Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental LearningCode1
Every Shot Counts: Using Exemplars for Repetition Counting in VideosCode1
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental LearningCode1
GACL: Exemplar-Free Generalized Analytic Continual LearningCode1
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual LearningCode1
TARGET: Federated Class-Continual Learning via Exemplar-Free DistillationCode1
Exemplar-free Continual Representation Learning via Learnable Drift CompensationCode1
Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-TrainingCode1
Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight RegularizationCode1
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual LearningCode1
FeTrIL: Feature Translation for Exemplar-Free Class-Incremental LearningCode1
AIR: Analytic Imbalance Rectifier for Continual LearningCode1
S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental LearningCode1
Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental LearningCode1
Resurrecting Old Classes with New Data for Exemplar-Free Continual LearningCode1
Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental LearningCode1
When Prompt-based Incremental Learning Does Not Meet Strong PretrainingCode1
Self-distilled Knowledge Delegator for Exemplar-free Class Incremental Learning—0
ABC Easy as 123: A Blind Counter for Exemplar-Free Multi-Class Class-agnostic Counting—0
AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting—0
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning—0
Audio-Visual Class-Incremental Learning for Fish Feeding intensity Assessment in Aquaculture—0
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation—0
Bring Evanescent Representations to Life in Lifelong Class Incremental Learning—0
Where's That Voice Coming? Continual Learning for Sound Source Localization—0
Density Map Distillation for Incremental Object Counting—0
DiffClass: Diffusion-Based Class Incremental Learning—0
DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic—0
Exemplar Free Class Agnostic Counting—0
Exemplar-Free Class Incremental Learning via Incremental Representation—0
Exemplar-Free Continual Learning for State Space Models—0
Exemplar-Free Continual Transformer with Convolutions—0
Exemplar-free Online Continual Learning—0
FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing—0
Future-Proofing Class Incremental Learning—0
Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing—0
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning—0
PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning—0
PlaStIL: Plastic and Stable Memory-Free Class-Incremental Learning—0
PointCLIMB: An Exemplar-Free Point Cloud Class Incremental Benchmark—0
Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning—0
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning—0
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning—0
Rotation Augmented Distillation for Exemplar-Free Class Incremental Learning with Detailed Analysis—0
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond—0
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