conftrace_

class incremental learning

101 papers

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Also known as

CIL

Co-occurring keywords

continual learning (1181) catastrophic forgetting (958) knowledge distillation (3725) representation learning (6206) few-shot learning (3398) class-incremental learning (154) exemplar-free learning (21) incremental learning (278) prototype learning (405) semantic segmentation (3186)

Papers

CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning CVPR 2023
Masked Autoencoders are Efficient Class Incremental Learners ICCV 2023
Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract) AAAI 2023
Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning AAAI 2023
DDGR: Continual Learning with Deep Diffusion-based Generative Replay ICML 2023
Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform ACL 2023
Exemplar-Free Continual Transformer with Convolutions ICCV 2023
Endpoints Weight Fusion for Class Incremental Semantic Segmentation CVPR 2023
GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task CVPR 2023
DKT: Diverse Knowledge Transfer Transformer for Class Incremental Learning CVPR 2023
Dense Network Expansion for Class Incremental Learning CVPR 2023
Rebalancing Batch Normalization for Exemplar-Based Class-Incremental Learning CVPR 2023
Optimizing Mode Connectivity for Class Incremental Learning ICML 2023
Learnability and Algorithm for Continual Learning ICML 2023
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks NIPS 2023
Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement INTERSPEECH 2023
Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks IJCAI 2023
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration NIPS 2023
SSFE-Net: Self-Supervised Feature Enhancement for Ultra-Fine-Grained Few-Shot Class Incremental Learning WACV 2023
Online Continual Learning on Hierarchical Label Expansion ICCV 2023
Prototypical Kernel Learning and Open-set Foreground Perception for Generalized Few-shot Semantic Segmentation ICCV 2023
Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning ICCV 2023
Heterogeneous Forgetting Compensation for Class-Incremental Learning ICCV 2023
ICICLE: Interpretable Class Incremental Continual Learning ICCV 2023
Dynamic Residual Classifier for Class Incremental Learning ICCV 2023