Frumkin, Natalia

6 publications

ICML 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

ICLR 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

ICCV 2023 Jumping Through Local Minima: Quantization in the Loss Landscape of Vision Transformers Natalia Frumkin, Dibakar Gope, Diana Marculescu

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

ICMLW 2022 RL-Tune: A Deep Reinforcement Learning Assisted Layer-Wise Fine-Tuning Approach for Transfer Learning Tanvir Mahmud, Natalia Frumkin, Diana Marculescu

CVPRW 2018 Privacy-Preserving Indoor Localization via Active Scene Illumination Jinyuan Zhao, Natalia Frumkin, Janusz Konrad, Prakash Ishwar