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Showing 1–25 of 72 papers

TitleStatusHype
Addressing The Devastating Effects Of Single-Task Data Poisoning In Exemplar-Free Continual LearningCode0
DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic—0
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental LearningCode0
Exemplar-Free Continual Learning for State Space Models—0
StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video 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
AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting—0
Audio-Visual Class-Incremental Learning for Fish Feeding intensity Assessment in Aquaculture—0
Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identificationCode1
Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-TrainingCode1
LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual LearningCode1
EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental LearningCode1
Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental LearningCode1
Incremental Learning with Repetition via Pseudo-Feature ProjectionCode0
ConSense: Continually Sensing Human Activity with WiFi via Growing and PickingCode0
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
CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental LearningCode0
Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental LearningCode1
DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-IdentificationCode0
TS-ACL: Closed-Form Solution for Time Series-oriented Continual Learning—0
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental LearningCode1
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning—0
GCA-SUNet: A Gated Context-Aware Swin-UNet for Exemplar-Free CountingCode0
Adaptive Adapter Routing for Long-Tailed Class-Incremental LearningCode0
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