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

External Knowledge Injection for CLIP-Based Class-Incremental Learning ICCV 2025
Seeing 3D Through 2D Lenses: 3D Few-Shot Class-Incremental Learning via Cross-Modal Geometric Rectification ICCV 2025
Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration CVPR 2025
Task-Aware Prompt Gradient Projection for Parameter-Efficient Tuning Federated Class-Incremental Learning ICCV 2025
MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification AAAI 2025
Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor INTERSPEECH 2024
Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and Refinement AAAI 2024
Adaptive Discovering and Merging for Incremental Novel Class Discovery AAAI 2024
MICS: Midpoint Interpolation To Learn Compact and Separated Representations for Few-Shot Class-Incremental Learning WACV 2024
MIND: Multi-Task Incremental Network Distillation AAAI 2024
Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning WACV 2024
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning AAAI 2024
Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings NIPS 2024
Online Class-Incremental Learning for Real-World Food Image Classification WACV 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024
OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning CVPR 2024
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning WACV 2024
Expanding Hyperspherical Space for Few-Shot Class-Incremental Learning WACV 2024
Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach NIPS 2024
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning CVPR 2024
Few-Shot Keyword-Incremental Learning with Total Calibration INTERSPEECH 2024
Wakening Past Concepts Without Past Data: Class-Incremental Learning From Online Placebos WACV 2024
Text-Enhanced Data-free Approach for Federated Class-Incremental Learning CVPR 2024
Vector Quantization Prompting for Continual Learning NIPS 2024
Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NIPS 2024