DiffClass: Diffusion-Based Class Incremental Learning

DiffClass: Diffusion-Based Class Incremental Learning

European Conference on Computer Vision (ECCV), 2024

8 March 2024

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Papers citing "DiffClass: Diffusion-Based Class Incremental Learning"

11 / 11 papers shown

Title
VidCLearn: A Continual Learning Approach for Text-to-Video Generation Luca Zanchetta Lorenzo Papa Luca Maiano Irene Amerini DiffM VGen 92 0 0 21 Sep 2025
LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning Kaihong Wang Donghyun Kim Margrit Betke 240 0 0 17 Jul 2025
Exemplar-Free Continual Learning for State Space Models Isaac Ning Lee Leila Mahmoodi Trung Le Mehrtash Harandi CLL 205 0 0 24 May 2025
Harmony: A Unified Framework for Modality Incremental Learning Y. Song Xiaoshan Yang Shihong Deng Yaowei Wang Changsheng Xu CLL 339 0 0 17 Apr 2025
Adaptive Additive Parameter Updates of Vision Transformers for Few-Shot Continual Learning Kyle Stein A. Mahyari Guillermo Francia III Eman El-Sheikh CLL 266 1 0 11 Apr 2025
Beyond Synthetic Replays: Turning Diffusion Features into Few-Shot Class-Incremental Learning Knowledge Junsu Kim Yunhoe Ku Dongyoon Han Seungryul Baek DiffM 376 1 0 30 Mar 2025
Does Training with Synthetic Data Truly Protect Privacy?International Conference on Learning Representations (ICLR), 2025 Yunpeng Zhao Jie Zhang 287 5 0 18 Feb 2025
On the Discrimination and Consistency for Exemplar-Free Class Incremental LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Tianqi Wang Jingcai Guo Depeng Li Zhi Chen 67 3 0 28 Jan 2025
Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2024 Peihua Deng Jiehua Zhang Xichun Sheng C. Yan Yaoqi Sun Ying Fu Liang-Sheng Li CLL 590 8 0 25 Nov 2024
Towards Incremental Learning in Large Language Models: A Critical Review M. Jovanovic Peter Voss ELM CLL KELM 520 8 0 28 Apr 2024
Future-Proofing Class-Incremental LearningMachine Vision and Applications (MVA), 2024 Quentin Jodelet Xin Liu Yin Jun Phua Tsuyoshi Murata VLM 460 5 0 04 Apr 2024