Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need
Paper
•
2303.07338
•
Published
Da-Wei Zhou
zhoudw
AI & ML interests
None yet
Recent Activity
authored
a paper
26 minutes ago
Revisiting Class-Incremental Learning with Pre-Trained Models:
Generalizability and Adaptivity are All You Need
authored
a paper
27 minutes ago
Learning without Forgetting for Vision-Language Models
authored
a paper
27 minutes ago
Few-Shot Class-Incremental Learning via Training-Free Prototype
Calibration
Organizations
None yet
authored
a
paper
26 minutes ago
authored
12
papers
27 minutes ago
Learning without Forgetting for Vision-Language Models
Paper
•
2305.19270
•
Published
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration
Paper
•
2312.05229
•
Published
Co-Transport for Class-Incremental Learning
Paper
•
2107.12654
•
Published
Continual Learning with Pre-Trained Models: A Survey
Paper
•
2401.16386
•
Published
•
1
PyCIL: A Python Toolbox for Class-Incremental Learning
Paper
•
2112.12533
•
Published
PILOT: A Pre-Trained Model-Based Continual Learning Toolbox
Paper
•
2309.07117
•
Published
•
2
Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks
Paper
•
2203.17030
•
Published
FOSTER: Feature Boosting and Compression for Class-Incremental Learning
Paper
•
2204.04662
•
Published
A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning
Paper
•
2205.13218
•
Published
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning
Paper
•
2403.12030
•
Published
Deep Class-Incremental Learning: A Survey
Paper
•
2302.03648
•
Published
MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning
Paper
•
2412.09441
•
Published
authored
a
paper
about 21 hours ago
liked
a
model
over 1 year ago
upvoted
a
paper
over 1 year ago
authored
a
paper
over 1 year ago