conftrace_

class-incremental learning

154 papers

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Also known as

CIL CLASS-IL

Co-occurring keywords

catastrophic forgetting (958) continual learning (1181) knowledge distillation (3725) few-shot learning (3398) representation learning (6206) few-shot class-incremental learning (19) prototype learning (405) incremental learning (278) semantic segmentation (3186) knowledge transfer (648)

Papers

Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning CVPR 2025
External Knowledge Injection for CLIP-Based Class-Incremental Learning ICCV 2025
Revisiting Pool-based Prompt Learning for Few-shot Class-incremental Learning ICCV 2025
pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation CVPR 2025
AIC3DOD: Advancing Indoor Class-Incremental 3D Object Detection with Point Transformer Architecture and Room Layout Constraints WACV 2025
A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning WACV 2025
CD^2: Constrained Dataset Distillation for Few-Shot Class-Incremental Learning IJCAI 2025
Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning CVPR 2025
SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning CVPR 2025
Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization AAAI 2025
Compress to One Point: Neural Collapse for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025
RainbowPrompt: Diversity-Enhanced Prompt-Evolving for Continual Learning ICCV 2025
Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning ICCV 2025
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection WACV 2025
Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning ICCV 2025
Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning CVPR 2025
Lark: Low-Rank Updates After Knowledge Localization for Few-shot Class-Incremental Learning ICCV 2025
ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning ICCV 2025
Rebalancing Multi-Label Class-Incremental Learning AAAI 2025
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning WACV 2025
Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning AAAI 2025
Training Consistent Mixture-of-Experts-Based Prompt Generator for Continual Learning AAAI 2025
PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning AAAI 2025
Seeing 3D Through 2D Lenses: 3D Few-Shot Class-Incremental Learning via Cross-Modal Geometric Rectification ICCV 2025