Published in The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025
Xiwen Wei, Mustafa Munir, & Radu Marculescu. (2025). "Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models." The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS).
Download Paper
Published in Proc. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
Xiwen Wei, Guihong Li, & Radu Marculescu. (2025). "Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptation." Proc. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).
Download Paper
Published in NeurIPS 2024 Workshop on Regulatable ML, 2024
Xiwen Wei, Guihong Li, & Radu Marculescu. (2024). "Fairness Implications of Machine Unlearning: Bias Risks in Removing NSFW Content from Text-to-Image Models." NeurIPS 2024 Workshop on Regulatable ML.
Download Paper