Natalia Frumkin

12 papers A* 4B 1Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Q-Sched: Pushing the Boundaries of Few-Step Diffusion Models with Quantization-Aware Scheduling.
CoRR
Natalia Frumkin, Diana Marculescu
2025 A* conf
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models.
ICML
Hung-Yueh Chiang, Chi-Chih Chang, Natalia Frumkin, Kai-Chiang Wu, Mohamed S. Abdelfattah, Diana Marculescu
2025 J jnl
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models.
CoRR
Hung-Yueh Chiang, Chi-Chih Chang, Natalia Frumkin, Kai-Chiang Wu, Mohamed S. Abdelfattah, Diana Marculescu
2025 A* conf
Quamba: A Post-Training Quantization Recipe for Selective State Space Models.
ICLR
Hung-Yueh Chiang, Chi-Chih Chang, Natalia Frumkin, Kai-Chiang Wu, Diana Marculescu
2024 J jnl
Quamba: A Post-Training Quantization Recipe for Selective State Space Models.
CoRR
Hung-Yueh Chiang, Chi-Chih Chang, Natalia Frumkin, Kai-Chiang Wu, Diana Marculescu
2023 A* conf
Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers.
ICCV
Natalia Frumkin, Dibakar Gope, Diana Marculescu
2023 J jnl
Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers.
CoRR
Natalia Frumkin, Dibakar Gope, Diana Marculescu
2023 A* conf
MobileTL: On-Device Transfer Learning with Inverted Residual Blocks.
AAAI
Hung-Yueh Chiang, Natalia Frumkin, Feng Liang, Diana Marculescu
2022 J jnl
CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers.
CoRR
Natalia Frumkin, Dibakar Gope, Diana Marculescu
2022 J jnl
MobileTL: On-device Transfer Learning with Inverted Residual Blocks.
CoRR
Hung-Yueh Chiang, Natalia Frumkin, Feng Liang, Diana Marculescu
2019 B conf
CNN-Based Indoor Occupant Localization via Active Scene Illumination.
ICIP
Jinyuan Zhao, Natalia Frumkin, Prakash Ishwar, Janusz Konrad
2018 — conf
Privacy-Preserving Indoor Localization via Active Scene Illumination.
CVPR Workshops
Jinyuan Zhao, Natalia Frumkin, Janusz Konrad, Prakash Ishwar