Plataniotis, Konstantinos N.

27 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

ICLR 2025 Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation Zhixiang Chi, Li Gu, Huan Liu, Ziqiang Wang, Yanan Wu, Yang Wang, Konstantinos N Plataniotis

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

CVPR 2025 Wonderland: Navigating 3D Scenes from a Single Image Hanwen Liang, Junli Cao, Vidit Goel, Guocheng Qian, Sergei Korolev, Demetri Terzopoulos, Konstantinos N. Plataniotis, Sergey Tulyakov, Jian Ren

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

ICLR 2024 Adapting to Distribution Shift by Visual Domain Prompt Generation Zhixiang Chi, Li Gu, Tao Zhong, Huan Liu, Yuanhao Yu, Konstantinos N Plataniotis, Yang Wang

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

NeurIPS 2024 Diffusion4D: Fast Spatial-Temporal Consistent 4D Generation via Video Diffusion Models Hanwen Liang, Yuyang Yin, Dejia Xu, Hanxue Liang, Zhangyang Wang, Konstantinos N. Plataniotis, Yao Zhao, Yunchao Wei

ECCV 2024 Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams Ziqiang Wang, Zhixiang Chi, Yanan Wu, Li Gu, Zhi Liu, Konstantinos N Plataniotis, Yang Wang

ECCVW 2024 GSTAM: Efficient Graph Distillation with Structural Attention-Matching Arash Rasti-Meymandi, Ahmad Sajedi, Zhaopan Xu, Konstantinos N. Plataniotis

AAAI 2024 Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization Yanan Wu, Zhixiang Chi, Yang Wang, Konstantinos N. Plataniotis, Songhe Feng

AAAI 2024 Test-Time Personalization with Meta Prompt for Gaze Estimation Huan Liu, Julia Qi, Zhenhao Li, Mohammad Hassanpour, Yang Wang, Konstantinos N. Plataniotis, Yuanhao Yu

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

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

NeurIPS 2023 Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images Pai Chet Ng, Zhixiang Chi, Yannick Verdie, Juwei Lu, Konstantinos N Plataniotis

CVPR 2022 Exploiting Explainable Metrics for Augmented SGD Mahdi S. Hosseini, Mathieu Tuli, Konstantinos N. Plataniotis

NeurIPS 2022 Surprise Minimizing Multi-Agent Learning with Energy-Based Models Karush Suri, Xiao Qi Shi, Konstantinos N Plataniotis, Yuri Lawryshyn

ICCVW 2021 CONet: Channel Optimization for Convolutional Neural Networks Mahdi S. Hosseini, Jia Shu Zhang, Zhe Liu, Andre Fu, Jingxuan Su, Mathieu Tuli, Konstantinos N. Plataniotis

AAAI 2021 Explaining Convolutional Neural Networks Through Attribution-Based Input Sampling and Block-Wise Feature Aggregation Sam Sattarzadeh, Mahesh Sudhakar, Anthony Lem, Shervin Mehryar, Konstantinos N. Plataniotis, Jongseong Jang, Hyunwoo Kim, Yeonjeong Jeong, Sangmin Lee, Kyunghoon Bae

ICCVW 2021 Probeable DARTS with Application to Computational Pathology Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang

CVPRW 2021 Reconsidering CO2 Emissions from Computer Vision Andre Fu, Mahdi S. Hosseini, Konstantinos N. Plataniotis

ICCVW 2021 SVEA: A Small-Scale Benchmark for Validating the Usability of Post-Hoc Explainable AI Solutions in Image and Signal Recognition Sam Sattarzadeh, Mahesh Sudhakar, Konstantinos N. Plataniotis

ECCV 2020 All at Once: Temporally Adaptive Multi-Frame Interpolation with Advanced Motion Modeling Zhixiang Chi, Rasoul Mohammadi Nasiri, Zheng Liu, Juwei Lu, Jin Tang, Konstantinos N Plataniotis

ECCV 2020 On Transferability of Histological Tissue Labels in Computational Pathology Mahdi S. Hosseini, Lyndon Chan, Weimin Huang, Yichen Wang, Danial Hasan, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis

CVPRW 2009 On Conversion from Color to Gray-Scale Images for Face Detection Juwei Lu, Konstantinos N. Plataniotis

ICML 2008 Uncorrelated Multilinear Principal Component Analysis Through Successive Variance Maximization Haiping Lu, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos