@conference{SmoothDiffusion_WACV_2026,

title = {SmoothDiffusion-VE: Real-time Generative Video Editing Using Adaptive Feature Cache},

author = {Mustafa Munir and Sophia Zalewski and Shiqiu Liu and David Tarjan and Sushmitha Belede and Anjul Patney and Radu Marculescu},

year  = {2026},

date = {2026-03-02},

booktitle = {2026 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2026)},

keywords = {Edge AI, Efficient AI, Efficient Inference, Generative AI},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{NeuS-QA,

title = {NeuS-QA: Grounding Long-Form Video Understanding in Temporal Logic and Neuro-Symbolic Reasoning},

author = {Sahil Shah and S P Sharan and Harsh Goel and Minkyu Choi and Mustafa Munir and Manvik Pasula and Radu Marculescu and Sandeep Chinchali},

url = {https://arxiv.org/abs/2509.18041},

year  = {2026},

date = {2026-01-15},

urldate = {2026-01-15},

booktitle = {AAAI Conference on Artificial Intelligence 2026},

keywords = {Deep Learning, Efficient AI, Featured, Generative AI},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{nokey,

title = {Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models},

author = {Xiwen Wei and Mustafa Munir and Radu Marculescu},

url = {https://openreview.net/pdf?id=CBsANtjBV4},

year  = {2025},

date = {2025-12-03},

urldate = {2025-12-03},

publisher = {Proceedings of the Advances in Neural Information Processing Systems (NeurIPS 2025)},

keywords = {Continual Learning, Deep Learning, Generative AI},

pubstate = {forthcoming},

tppubtype = {conference}

}

@conference{ADA_VE_WACV_2025,

title = {Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior},

author = {Tanvir Mahmud and Mustafa Munir and Radu Marculescu and Diana Marculescu},

url = {https://ieeexplore.ieee.org/document/10943436},

year  = {2025},

date = {2025-02-28},

urldate = {2025-02-28},

booktitle = {2025 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025)},

keywords = {Efficient Inference, Generative AI},

pubstate = {published},

tppubtype = {conference}

}