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Continual Learning

1895 directly classified papers

Papers per year

Papers

To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation ICCV 2023
Towards Geospatial Foundation Models via Continual Pretraining ICCV 2023
ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis ICCV 2023
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision ICCV 2023
MetaGCD: Learning to Continually Learn in Generalized Category Discovery ICCV 2023
Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning ICCV 2023
Label-Efficient Online Continual Object Detection in Streaming Video ICCV 2023
CLNeRF: Continual Learning Meets NeRF ICCV 2023
Generating Instance-level Prompts for Rehearsal-free Continual Learning ICCV 2023
Preparing the Future for Continual Semantic Segmentation ICCV 2023
CLR: Channel-wise Lightweight Reprogramming for Continual Learning ICCV 2023
Instance and Category Supervision are Alternate Learners for Continual Learning ICCV 2023
Self-Organizing Pathway Expansion for Non-Exemplar Class-Incremental Learning ICCV 2023
Class-Incremental Grouping Network for Continual Audio-Visual Learning ICCV 2023
Growing a Brain with Sparsity-Inducing Generation for Continual Learning ICCV 2023
First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning ICCV 2023
Space-time Prompting for Video Class-incremental Learning ICCV 2023
LFS-GAN: Lifelong Few-Shot Image Generation ICCV 2023
Continual Zero-Shot Learning through Semantically Guided Generative Random Walks ICCV 2023
Knowledge Restore and Transfer for Multi-Label Class-Incremental Learning ICCV 2023
Perpetual Humanoid Control for Real-time Simulated Avatars ICCV 2023
TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation ICCV 2023
Data-Free Class-Incremental Hand Gesture Recognition ICCV 2023
CTP:Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation ICCV 2023
Few-shot Continual Infomax Learning ICCV 2023