Natalia Frumkin

According to our database, Natalia Frumkin authored at least 7 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, March, 2025

Quamba: A Post-Training Quantization Recipe for Selective State Space Models.

Hung-Yueh Chiang, Chi-Chih Chang, Natalia Frumkin, Kai-Chiang Wu, Diana Marculescu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023

Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers.

Natalia Frumkin, Dibakar Gope, Diana Marculescu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MobileTL: On-Device Transfer Learning with Inverted Residual Blocks.

Hung-Yueh Chiang, Natalia Frumkin, Feng Liang, Diana Marculescu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers.

Natalia Frumkin, Dibakar Gope, Diana Marculescu

CoRR, 2022

2019

CNN-Based Indoor Occupant Localization via Active Scene Illumination.

Jinyuan Zhao, Natalia Frumkin, Prakash Ishwar, Janusz Konrad

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Privacy-Preserving Indoor Localization via Active Scene Illumination.

Jinyuan Zhao, Natalia Frumkin, Janusz Konrad, Prakash Ishwar

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018