Nazanin Rahnavard

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 74

Top Venues

CoRR

CVPR

MILCOM

IEEE Trans. Commun.

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Katarina Vuckovic, Mahdi Boloursaz Mashhadi, Farzam Hejazi, Nazanin Rahnavard, Ahmed Alkhateeb
PARAMOUNT: Toward Generalizable Deep Learning for mmWave Beam Selection Using Sub-6 GHz Channel Measurements. IEEE Trans. Wirel. Commun. 23 (5) (2024)
Ashkan Esmaeili, Marzieh Edraki, Nazanin Rahnavard, Ajmal Mian, Mubarak Shah
Low-Rank and Sparse Decomposition for Low-Query Decision-Based Adversarial Attacks. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Nazmul Karim, Abdullah Al Arafat, Umar Khalid, Zhishan Guo, Nazanin Rahnavard
Augmented Neural Fine-Tuning for Efficient Backdoor Purification. CoRR (2024)
Nazmul Karim, Niluthpol Chowdhury Mithun, Abhinav Rajvanshi, Han-Pang Chiu, Supun Samarasekera, Nazanin Rahnavard
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation. CoRR (2023)
Nazmul Karim, Umar Khalid, Mohsen Joneidi, Chen Chen, Nazanin Rahnavard
SAVE: Spectral-Shift-Aware Adaptation of Image Diffusion Models for Text-guided Video Editing. CoRR (2023)
Nazmul Karim, Abdullah Al Arafat, Umar Khalid, Zhishan Guo, Nazanin Rahnavard
Efficient Backdoor Removal Through Natural Gradient Fine-tuning. CoRR (2023)
Nazmul Karim, Niluthpol Chowdhury Mithun, Abhinav Rajvanshi, Han-Pang Chiu, Supun Samarasekera, Nazanin Rahnavard
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation. CVPR (2023)
Nazmul Karim, Umar Khalid, Ashkan Esmaeili, Nazanin Rahnavard
CNLL: A Semi-supervised Approach For Continual Noisy Label Learning. CVPR Workshops (2022)
Nazmul Karim, Mamshad Nayeem Rizve, Nazanin Rahnavard, Ajmal Mian, Mubarak Shah
UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning. CoRR (2022)
Umar Khalid, Nazmul Karim, Nazanin Rahnavard
RF Signal Transformation and Classification using Deep Neural Networks. CoRR (2022)
Umar Khalid, Ashkan Esmaeili, Nazmul Karim, Nazanin Rahnavard
RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection. CoRR (2022)
Umar Khalid, Ashkan Esmaeili, Nazmul Karim, Nazanin Rahnavard
RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection. CVPR Workshops (2022)
Elie Atallah, Nazanin Rahnavard, Qiyu Sun
CoDGraD: A Code-based Distributed Gradient Descent Scheme for Decentralized Convex Optimization. CoRR (2022)
Maliha Arif, Calvin Yong, Abhijit Mahalanobis, Nazanin Rahnavard
Background-Tolerant Object Classification With Embedded Segmentation Mask For Infrared And Color Imagery. ICIP (2022)
Camilo Pestana, Naveed Akhtar, Nazanin Rahnavard, Mubarak Shah, Ajmal Mian
Transferable 3D Adversarial Textures using End-to-end Optimization. WACV (2022)
Farzam Hejazi, Katarina Vuckovic, Nazanin Rahnavard
Spectrum Shaping for Multiple Link Discovery in 6G THz Systems. IEEE Trans. Commun. 70 (8) (2022)
Nazmul Karim, Umar Khalid, Ashkan Esmaeili, Nazanin Rahnavard
CNLL: A Semi-supervised Approach For Continual Noisy Label Learning. CoRR (2022)
Nazmul Karim, Mamshad Nayeem Rizve, Nazanin Rahnavard, Ajmal Mian, Mubarak Shah
UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning. CVPR (2022)
Erica Lindbeck, Joseph Conenna, Nazanin Rahnavard
A Low-Cost and Portable Single-Pixel Camera. ACSCC (2021)
Ashkan Esmaeili, Mohsen Joneidi, Mehrdad Salimitari, Umar Khalid, Nazanin Rahnavard
Two-way Spectrum Pursuit for CUR Decomposition and Its Application in Joint Column/Row Subset Selection. CoRR (2021)
Farzam Hejazi, Nazanin Rahnavard
Phase Spectrometry For High Precision mm-Wave DoA Estimation In 5G Systems. CoRR (2021)
Farzam Hejazi, Katarina Vuckovic, Nazanin Rahnavard
Spectrum Shaping For Multiple Link Discovery in 6G THz Systems. CoRR (2021)
Marzieh Edraki, Nazmul Karim, Nazanin Rahnavard, Ajmal Mian, Mubarak Shah
Odyssey: Creation, Analysis and Detection of Trojan Models. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Alireza Zaeemzadeh, Shabnam Ghadar, Baldo Faieta, Zhe Lin, Nazanin Rahnavard, Mubarak Shah, Ratheesh Kalarot
Face Image Retrieval with Attribute Manipulation. ICCV (2021)
Ashkan Esmaeili, Mohsen Joneidi, Mehrdad Salimitari, Umar Khalid, Nazanin Rahnavard
Two-Way Spectrum Pursuit for CUR Decomposition and its Application in Joint Column/Row Subset Selection. MLSP (2021)
Ashkan Esmaeili, Marzieh Edraki, Nazanin Rahnavard, Mubarak Shah, Ajmal Mian
LSDAT: Low-Rank and Sparse Decomposition for Decision-based Adversarial Attack. CoRR (2021)
Alireza Zaeemzadeh, Niccoló Bisagno, Zeno Sambugaro, Nicola Conci, Nazanin Rahnavard, Mubarak Shah
Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces. CVPR (2021)
Alireza Zaeemzadeh, Nazanin Rahnavard, Mubarak Shah
Norm-Preservation: Why Residual Networks Can Become Extremely Deep? IEEE Trans. Pattern Anal. Mach. Intell. 43 (11) (2021)
Farzam Hejazi, Katarina Vuckovic, Nazanin Rahnavard
DyLoc: Dynamic Localization for Massive MIMO Using Predictive Recurrent Neural Networks. CoRR (2021)
Nazmul Karim, Nazanin Rahnavard
SPI-GAN: Towards Single-Pixel Imaging through Generative Adversarial Network. CoRR (2021)
Nazmul Karim, Alireza Zaeemzadeh, Nazanin Rahnavard
RL-NCS: Reinforcement learning based data-driven approach for nonuniform compressed sensing. CoRR (2021)
Farzam Hejazi, Katarina Vuckovic, Nazanin Rahnavard
DyLoc: Dynamic Localization for Massive MIMO Using Predictive Recurrent Neural Networks. INFOCOM (2021)
Katarina Vuckovic, Farzam Hejazi, Nazanin Rahnavard
MAP-CSI: Single-site Map-Assisted Localization Using Massive MIMO CSI. GLOBECOM (2021)
Xiaoyu Zhang, Rohit Gupta, Ajmal Mian, Nazanin Rahnavard, Mubarak Shah
Cassandra: Detecting Trojaned Networks From Adversarial Perturbations. IEEE Access 9 (2021)
Elie Atallah, Nazanin Rahnavard, Chinwendu Enyioha
Straggler-Robust Distributed Optimization in Parameter-Server Networks. CoRR (2021)
Xiaoyu Zhang, Ajmal Mian, Rohit Gupta, Nazanin Rahnavard, Mubarak Shah
Cassandra: Detecting Trojaned Networks from Adversarial Perturbations. CoRR (2020)
Marzieh Edraki, Nazanin Rahnavard, Mubarak Shah
Subspace Capsule Network. CoRR (2020)
Marzieh Edraki, Nazmul Karim, Nazanin Rahnavard, Ajmal Mian, Mubarak Shah
Odyssey: Creation, Analysis and Detection of Trojan Models. CoRR (2020)
Mohsen Joneidi, Alireza Zaeemzadeh, Behzad Shahrasbi, Guo-Jun Qi, Nazanin Rahnavard
E-Optimal Sensor Selection for Compressive Sensing-Based Purposes. IEEE Trans. Big Data 6 (1) (2020)
Mohsen Joneidi, Saeed Vahidian, Ashkan Esmaeili, Weijia Wang, Nazanin Rahnavard, Bill Lin, Mubarak Shah
Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds. CVPR (2020)
Amir Reza Sadri, Mehmet Emre Celebi, Nazanin Rahnavard, Satish E. Viswanath
Sparse Wavelet Networks. IEEE Signal Process. Lett. 27 (2020)
Marzieh Edraki, Nazanin Rahnavard, Mubarak Shah
SubSpace Capsule Network. AAAI (2020)
Alireza Zaeemzadeh, Mohsen Joneidi, Nazanin Rahnavard, Mubarak Shah
Iterative Projection and Matching: Finding Structure-Preserving Representatives and Its Application to Computer Vision. CVPR (2019)
Mohsen Joneidi, Nazanin Rahnavard
Primary User Localization and Online Radio Cartography via Structured Tensor Decomposition. CoRR (2019)
Nazmul Karim, Alireza Zaeemzadeh, Nazanin Rahnavard
Rl-Ncs: Reinforcement Learning Based Data-Driven Approach For Nonuniform Compressed Sensing. MLSP (2019)
Mohsen Joneidi, Hassan Yazdani, Azadeh Vosoughi, Nazanin Rahnavard
Source Localization and Tracking for Dynamic Radio Cartography using Directional Antennas. SECON (2019)
Mohsen Joneidi, Hassan Yazdani, Azadeh Vosoughi, Nazanin Rahnavard
Source Localization and Tracking for Dynamic Radio Cartography using Directional Antennas. CoRR (2019)
Soheil Salehi, Ramtin Zand, Alireza Zaeemzadeh, Nazanin Rahnavard, Ronald F. DeMara
AQuRate: MRAM-based Stochastic Oscillator for Adaptive Quantization Rate Sampling of Sparse Signals. CoRR (2019)
Mohsen Joneidi, Ismail Alkhouri, Nazanin Rahnavard
Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks. CoRR (2019)
Jamie Haddock, Deanna Needell, Alireza Zaeemzadeh, Nazanin Rahnavard
Convergence of Iterative Hard Thresholding Variants with Application to Asynchronous Parallel Methods for Sparse Recovery. ACSSC (2019)
Soheil Salehi, Ramtin Zand, Alireza Zaeemzadeh, Nazanin Rahnavard, Ronald F. DeMara
AQuRate: MRAM-based Stochastic Oscillator for Adaptive Quantization Rate Sampling of Sparse Signals. ACM Great Lakes Symposium on VLSI (2019)
Mojtaba Taherisadr, Mohsen Joneidi, Nazanin Rahnavard
EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks. MLSP (2019)
Soheil Salehi, Alireza Zaeemzadeh, Adrian Tatulian, Nazanin Rahnavard, Ronald F. DeMara
MRAM-Based Stochastic Oscillators for Adaptive Non-Uniform Sampling of Sparse Signals in IoT Applications. ISVLSI (2019)
Elie Atallah, Nazanin Rahnavard, Chinwendu Enyioha
Distributed Asynchronous Random Projection Algorithm (DARPA) with Arbitrary Uniformly Bounded Delay. Allerton (2019)
Alireza Zaeemzadeh, Nazanin Rahnavard, Mubarak Shah
Norm-Preservation: Why Residual Networks Can Become Extremely Deep? CoRR (2018)
Alireza Zaeemzadeh, Jamie Haddock, Nazanin Rahnavard, Deanna Needell
A Bayesian Approach for Asynchronous Parallel Sparse Recovery. ACSSC (2018)
Sheng Wang, Nazanin Rahnavard
A Framework for Clustered and Skewed Sparse Signal Recovery. IEEE Trans. Signal Process. 66 (15) (2018)
Soheil Salehi, Mahdi Boloursaz Mashhadi, Alireza Zaeemzadeh, Nazanin Rahnavard, Ronald F. DeMara
Energy-Aware Adaptive Rate and Resolution Sampling of Spectrally Sparse Signals Leveraging VCMA-MTJ Devices. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (4) (2018)
Elie Atallah, Nazanin Rahnavard
A Code-Based Distributed Gradient Descent Method. Allerton (2018)
Alireza Zaeemzadeh, Mohsen Joneidi, Nazanin Rahnavard, Guo-Jun Qi
Co-SpOT: Cooperative Spectrum Opportunity Detection Using Bayesian Clustering in Spectrum-Heterogeneous Cognitive Radio Networks. IEEE Trans. Cogn. Commun. Netw. 4 (2) (2018)
Mahdi Boloursaz Mashhadi, Saeed Gazor, Nazanin Rahnavard, Farokh Marvasti
Feedback Acquisition and Reconstruction of Spectrum-Sparse Signals by Predictive Level Comparisons. IEEE Signal Process. Lett. 25 (4) (2018)
Mohsen Joneidi, Alireza Zaeemzadeh, Nazanin Rahnavard, Mubarak Shah
Iterative Projection and Matching: Finding Structure-preserving Representatives and Its Application to Computer Vision. CoRR (2018)
Hassan Yazdani, Azadeh Vosoughi, Nazanin Rahnavard
Compressive sensing based direction-of-arrival estimation using reweighted greedy block coordinate descent algorithm for ESPAR antennas. MILCOM (2017)
Mahdi Boloursaz Mashhadi, Saeed Gazor, Nazanin Rahnavard, Farokh Marvasti
Feedback Acquisition and Reconstruction of Spectrum-Sparse Signals by Predictive Level Comparisons. CoRR (2017)
Behzad Shahrasbi, Nazanin Rahnavard, Azadeh Vosoughi
Cluster-CMSS: A Cluster-Based Coordinated Spectrum Sensing in Geographically Dispersed Mobile Cognitive Radio Networks. IEEE Trans. Veh. Technol. 66 (7) (2017)
Behzad Shahrasbi, Nazanin Rahnavard
Model-Based Nonuniform Compressive Sampling and Recovery of Natural Images Utilizing a Wavelet-Domain Universal Hidden Markov Model. IEEE Trans. Signal Process. 65 (1) (2017)
Mohsen Joneidi, Alireza Zaeemzadeh, Nazanin Rahnavard
Dynamic Sensor Selection for Reliable Spectrum Sensing via E-Optimal Criterion. MASS (2017)
Alireza Zaeemzadeh, Mohsen Joneidi, Nazanin Rahnavard
Adaptive Non-uniform Compressive Sampling for Time-varying Signals. CoRR (2017)
Alireza Zaeemzadeh, Mohsen Joneidi, Behzad Shahrasbi, Nazanin Rahnavard
Robust Target Localization Based on Squared Range Iterative Reweighted Least Squares. MASS (2017)
Alireza Zaeemzadeh, Mohsen Joneidi, Nazanin Rahnavard
Adaptive non-uniform compressive sampling for time-varying signals. CISS (2017)
Nahal Maleki, Azadeh Vosoughi, Nazanin Rahnavard
Distributed Binary Detection Over Fading Channels: Cooperative and Parallel Architectures. IEEE Trans. Veh. Technol. 65 (9) (2016)
Mohsen Joneidi, Parvin Ahmadi, Mostafa Sadeghi, Nazanin Rahnavard
Union of low-rank subspaces detector. IET Signal Process. 10 (1) (2016)
Ali Talari, Nazanin Rahnavard
CStorage: Decentralized compressive data storage in wireless sensor networks. Ad Hoc Networks 37 (2016)
Minh Tuan Nguyen, Keith A. Teague, Nazanin Rahnavard
CCS: Energy-efficient data collection in clustered wireless sensor networks utilizing block-wise compressive sensing. Comput. Networks 106 (2016)
Nahal Maleki, Azadeh Vosoughi, Nazanin Rahnavard
Distributed Binary Detection over Fading Channels: Cooperative and Parallel Architectures. CoRR (2015)
Young-Kil Suh, JongHyun Baik, Nazanin Rahnavard, Jun Heo
Fountain Code Design for Broadcasting Systems With Intermediate-State Users. IEEE Trans. Commun. 63 (9) (2015)
Alireza Zaeemzadeh, Mohsen Joneidi, Behzad Shahrasbi, Nazanin Rahnavard
Missing spectrum-data recovery in cognitive radio networks using piecewise constant Nonnegative Matrix Factorization. MILCOM (2015)
Mohsen Joneidi, Alireza Zaeemzadeh, Shideh Rezaeifar, Mahdi Abavisani, Nazanin Rahnavard
LFM signal detection and estimation based on sparse representation. CISS (2015)
Brian Millikan, Aritra Dutta, Nazanin Rahnavard, Qiyu Sun, Hassan Foroosh
Initialized iterative reweighted least squares for automatic target recognition. MILCOM (2015)
Sheng Wang, Nazanin Rahnavard
A Framework for Compressive Sensing of Asymmetric Signals Using Normal and Skew-Normal Mixture Prior. IEEE Trans. Commun. 63 (12) (2015)
Alireza Zaeemzadeh, Mohsen Joneidi, Behzad Shahrasbi, Nazanin Rahnavard
Missing Spectrum-Data Recovery in Cognitive Radio Networks Using Piecewise Constant Nonnegative Matrix Factorization. CoRR (2015)
JongHyun Baik, Young-Kil Suh, Nazanin Rahnavard, Jun Heo
Generalized Unequal Error Protection Rateless Codes for Distributed Wireless Relay Networks. IEEE Trans. Commun. 63 (12) (2015)
Minh Tuan Nguyen, Keith A. Teague, Nazanin Rahnavard
Inter-cluster Multi-hop Routing in Wireless Sensor Networks Employing Compressive Sensing. MILCOM (2014)
Ali Talari, Nazanin Rahnavard
Robust LT codes with alternating feedback. Comput. Commun. 49 (2014)
Mohsen Joneidi, Mahdi Barzegar Khalilsarai, Alireza Zaeemzadeh, Nazanin Rahnavard
Matrix Coherency Graph: A Tool for Improving Sparse Coding Performance. CoRR (2014)
Yeqing Wu, Fei Hu, Sunil Kumar, Yingying Zhu, Ali Talari, Nazanin Rahnavard, John D. Matyjas
A Learning-Based QoE-Driven Spectrum Handoff Scheme for Multimedia Transmissions over Cognitive Radio Networks. IEEE J. Sel. Areas Commun. 32 (11) (2014)
Alireza T. Boloorchi, Mansur H. Samadzadeh, Nazanin Rahnavard
A New Parallelism-Capable Clustering Algorithm for Wireless Sensor Networks. CCGRID (2014)
Behzad Shahrasbi, Nazanin Rahnavard
A clustering-based coordinated spectrum sensing in wideband large-scale cognitive radio networks. GLOBECOM (2013)
Sheng Wang, Behzad Shahrasbi, Nazanin Rahnavard
SRL1: Structured reweighted ℓ1 minimization for compressive sampling of videos. ISIT (2013)
Ali Talari, Nazanin Rahnavard
LT-AF codes: LT codes with Alternating Feedback. ISIT (2013)
Minh Tuan Nguyen, Nazanin Rahnavard
Cluster-Based Energy-Efficient Data Collection in Wireless Sensor Networks Utilizing Compressive Sensing. MILCOM (2013)
Sheng Wang, Nazanin Rahnavard
Binary Compressive Sensing via Sum of l1-Norm and l(infinity)-Norm Regularization. MILCOM (2013)
Ali Talari, Sunil Kumar, Nazanin Rahnavard, Seethal Paluri, John D. Matyjas
Optimized cross-layer forward error correction coding for H.264 AVC video transmission over wireless channels. EURASIP J. Wirel. Commun. Netw. 2013 (2013)
Ali Talari, Nazanin Rahnavard
Distributed Unequal Error Protection Rateless Codes over Erasure Channels: A Two-Source Scenario. IEEE Trans. Commun. 60 (8) (2012)
Sheng Wang, Nazanin Rahnavard
Eigenvalue-based cooperative spectrum sensing with finite samples/sensors. CISS (2012)
Ali Talari, Nazanin Rahnavard
On the Intermediate Symbol Recovery Rate of Rateless Codes. IEEE Trans. Commun. 60 (5) (2012)
Ukash Nakarmi, Nazanin Rahnavard
BCS: Compressive sensing for binary sparse signals. MILCOM (2012)
Behzad Shahrasbi, Nazanin Rahnavard
DS+CS: Joint direct and compressive sampling for signals with nonuniform sparsity. CISS (2012)
Betelhem Mekisso, Ali Talari, Nazanin Rahnavard
Unequal compressive imaging. MILCOM (2011)
Behzad Shahrasbi, Ali Talari, Nazanin Rahnavard
TC-CSBP: Compressive sensing for time-correlated data based on belief propagation. CISS (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nazanin Rahnavard