Vision-Intelligence-and-Robots-Group / Best-Incremental-Learning

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

Vision-Intelligence-and-Robots-Group/Best-Incremental-Learning Issues

Is there any application of incremental learning in regression tasks
Updated 2 months ago1
Add a new toolbox about PTM-based incremental learning
Closed 7 months ago1
NeurIPS
Closed 2 years ago1
ECCV
Closed 2 years ago1
LifeLonger: A Benchmark for Continual Disease Classification
Closed 2 years ago1
a little mistake
Closed 2 years ago1
ERROR：Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization
Closed 2 years ago2
Avalanche: an End-to-End Library for Continual Learning
Closed 2 years ago1
Modeling the Background for Incremental Learning in Semantic Segmentation
Closed 2 years ago1
RD-IOD: Two-Level Residual-Distillation-Based Triple-Network for Incremental Object Detection
Closed 2 years ago1
RESPONSE-BASED DISTILLATION FOR INCREMENTAL OBJECT DETECTION
Closed 2 years ago1
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation
Closed 2 years ago1
Class-Incremental Continual Learning into the eXtended DER-verse
Updated 2 years ago1
Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning
Closed 2 years ago1
Incremental Multi-Domain Learning with Network Latent Tensor Factorization
Updated 2 years ago3
datasets:CORe50: a New Dataset and Benchmark for Continuous Object Recognition
Closed 2 years ago1
Learning to Imagine: Diversify Memory for Incremental Learning using Unlabeled Data
Closed 2 years ago1
Incremental Prototype Prompt-tuning with Pre-trained Representation for Class Incremental Learnining
Closed 2 years ago1
Self-Supervised Models are Continual Learners
Updated 2 years ago
Exemplar-free Online Continual Learning
Closed 2 years ago1
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection
Closed 2 years ago1
some paper
Closed 2 years ago2