Privacy-Preserving Indoor Localization via Active Scene Illumination. - Jinyuan Zhao; Natalia Frumkin; Janusz Konrad; Prakash Ishwar (CVPR Workshops, 2018)

CNN-Based Indoor Occupant Localization via Active Scene Illumination. - Jinyuan Zhao; Natalia Frumkin; Prakash Ishwar; Janusz Konrad (ICIP, 2019)

CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers. - Natalia Frumkin; Dibakar Gope; Diana Marculescu (CoRR, 2022)

MobileTL: On-Device Transfer Learning with Inverted Residual Blocks. - Hung-Yueh Chiang; Natalia Frumkin; Feng Liang; Diana Marculescu (AAAI, 2023)

Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers. - Natalia Frumkin; Dibakar Gope; Diana Marculescu (ICCV, 2023)

Quamba: A Post-Training Quantization Recipe for Selective State Space Models. - Hung-Yueh Chiang; Chi-Chih Chang; Natalia Frumkin; Kai-Chiang Wu; Diana Marculescu (ICLR, 2025)

Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models. - Hung-Yueh Chiang; Chi-Chih Chang; Natalia Frumkin; Kai-Chiang Wu; Mohamed S. Abdelfattah; Diana Marculescu (CoRR, 2025)