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Da-Wei Zhou's repositories

Awesome Few-Shot Class-Incremental Learning

Class-Incremental Learning: A Survey (TPAMI 2024)

Language:Python189 7 6

Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)

Language:Python110 10

The code repository for "Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need" in PyTorch.

Language:Python93 2 9

Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)

Language:Python77 10

The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023) in PyTorch.

Language:Python35 20

The code repository for "Co-Transport for Class-Incremental Learning" (ACM MM'21) in PyTorch.

Language:Python11 20

Code of KDD'19 paper Adaptive Deep Models for Incremental Learning: Considering Capacity Scalability and Sustainability

Language:Python7 10

Awesome Compatible Learning

The PyTorch code for LeadNet in the paper "Contextualizing Meta-Learning via Learning to Decompose (TPAMI 2023)"

Language:Python1 20