Khaki, Samir

9 publications

CVPR 2025 Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios Kai Wang, Zekai Li, Zhi-Qi Cheng, Samir Khaki, Ahmad Sajedi, Ramakrishna Vedantam, Konstantinos N Plataniotis, Alexander Hauptmann, Yang You

ICML 2025 SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity Samir Khaki, Xiuyu Li, Junxian Guo, Ligeng Zhu, Konstantinos N. Plataniotis, Amir Yazdanbakhsh, Kurt Keutzer, Song Han, Zhijian Liu

ICCV 2025 SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference Samir Khaki, Junxian Guo, Jiaming Tang, Shang Yang, Yukang Chen, Konstantinos N. Plataniotis, Yao Lu, Song Han, Zhijian Liu

CVPRW 2024 ATOM: Attention Mixer for Efficient Dataset Distillation Samir Khaki, Ahmad Sajedi, Kai Wang, Lucy Z. Liu, Yuri A. Lawryshyn, Konstantinos N. Plataniotis

ECCV 2024 Data-to-Model Distillation: Data-Efficient Learning Framework Ahmad Sajedi, Samir Khaki, Lucy Z. Liu, Ehsan Amjadian, Yuri A. Lawryshyn, Konstantinos N. Plataniotis

ECCV 2024 Sparse Refinement for Efficient High-Resolution Semantic Segmentation Zhijian Liu, Zhuoyang Zhang, Samir Khaki, Shang Yang, Haotian Tang, Chenfeng Xu, Kurt Keutzer, Song Han

ICLR 2024 The Need for Speed: Pruning Transformers with One Recipe Samir Khaki, Konstantinos N Plataniotis

CVPRW 2023 CFDP: Common Frequency Domain Pruning Samir Khaki, Weihan Luo

ICCV 2023 DataDAM: Efficient Dataset Distillation with Attention Matching Ahmad Sajedi, Samir Khaki, Ehsan Amjadian, Lucy Z. Liu, Yuri A. Lawryshyn, Konstantinos N. Plataniotis