IEEE

Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning

Abstract: Class-Incremental Learning (CIL) enables models to continuously learn new classes while mitigating catastrophic forgetting. Recently, Pre-Trained Models (PTMs) have greatly enhanced CIL ...
Koimoi

Kantara: Chapter 1 Hindi Box Office Day 24: Outshines Housefull 5 To Become 5th Highest ...

Kantara: Chapter 1 Hindi Box Office Day 24: Enters Top 5 Hindi Grossers Of 2025 By Beating Housefull 5 (Photo Credit – Prime Video/Instagram) The Hindi-dubbed version of Rishab Shetty’s Kantara: ...
IEEE

Reformulating Classification as Image-Class Matching for Class Incremental Learning

Abstract: Class incremental learning (CIL) sequentially increases the number of classes, which often leads to catastrophic forgetting when fine-tuning on new classes. Existing approaches typically ...