Senem Velipasalar

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 134

Top Venues

Publications

Yilan Li, Yantao Lu, Helei Cui, Senem Velipasalar
Improving robustness and efficiency of edge computing models. Wirel. Networks 30 (6) (2024)
Chenbin Pan, Burhaneddin Yaman, Tommaso Nesti, Abhirup Mallik, Alessandro Gabriele Allievi, Senem Velipasalar, Liu Ren
VLP: Vision Language Planning for Autonomous Driving. CoRR (2024)
Jiyang Wang, Ayse Altay, Senem Velipasalar
Block-As-Domain Adaptation for Workload Prediction from fNIRS Data. CoRR (2024)
Yantao Lu, Haining Ren, Weiheng Chai, Senem Velipasalar, Yilan Li
Time-aware and task-transferable adversarial attack for perception of autonomous vehicles. Pattern Recognit. Lett. 178 (2024)
Feng Wang, Mustafa Cenk Gursoy, Senem Velipasalar
Feature-based Federated Transfer Learning: Communication Efficiency, Robustness and Privacy. CoRR (2024)
Feng Wang, Senem Velipasalar, Mustafa Cenk Gursoy
Maximum Knowledge Orthogonality Reconstruction with Gradients in Federated Learning. WACV (2024)
Chenbin Pan, Burhaneddin Yaman, Senem Velipasalar, Liu Ren
CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow. CoRR (2024)
Huantao Ren, Jiajing Chen, Senem Velipasalar
GaitPoint+: A Gait Recognition Network Incorporating Point Cloud Analysis and Recycling. CoRR (2024)
Jiajing Chen, Minmin Yang, Senem Velipasalar
Letting 3D Guide the Way: 3D Guided 2D Few-Shot Image Classification. WACV (2024)
Weiheng Chai, Brian Testa, Huantao Ren, Asif Salekin, Senem Velipasalar
Only My Model On My Data: A Privacy Preserving Approach Protecting one Model and Deceiving Unauthorized Black-Box Models. CoRR (2024)
Weiheng Chai, Jiyang Wang, Jiajing Chen, Senem Velipasalar, Anuj Sharma
Rethinking the Evaluation of Driver Behavior Analysis Approaches. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Minmin Yang, Weiheng Chai, Jiyang Wang, Senem Velipasalar
SimpliMix: A Simplified Manifold Mixup for Few-shot Point Cloud Classification. WACV (2024)
Feng Wang, Senem Velipasalar, Mustafa Cenk Gursoy
Maximum Knowledge Orthogonality Reconstruction with Gradients in Federated Learning. CoRR (2023)
Xinglin Li, Jiajing Chen, Jinhui Ouyang, Hanhui Deng, Senem Velipasalar, Di Wu
ToThePoint: Efficient Contrastive Learning of 3D Point Clouds via Recycling. CVPR (2023)
Feng Wang, Mustafa Cenk Gursoy, Senem Velipasalar
Sensitivity of Dynamic Network Slicing to Deep Reinforcement Learning Based Jamming Attacks. PIMRC (2023)
Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing. IEEE Trans. Signal Inf. Process. over Networks 9 (2023)
Md Zahid Hasan, Jiajing Chen, Jiyang Wang, Ameya Joshi, Senem Velipasalar, Chinmay Hegde, Anuj Sharma, Soumik Sarkar
Vision-Language Models can Identify Distracted Driver Behavior from Naturalistic Videos. CoRR (2023)
Chenbin Pan, Rui Hou, Hanchao Yu, Qifan Wang, Senem Velipasalar, Madian Khabsa
SVT: Supertoken Video Transformer for Efficient Video Understanding. CoRR (2023)
Chenbin Pan, Zhiqi Zhang, Senem Velipasalar, Yi Xu
EgoViT: Pyramid Video Transformer for Egocentric Action Recognition. CoRR (2023)
Minmin Yang, Jiajing Chen, Senem Velipasalar
Cross-Modality Feature Fusion Network for Few-Shot 3D Point Cloud Classification. WACV (2023)
Jiajing Chen, Minmin Yang, Senem Velipasalar
ViewNet: A Novel Projection-Based Backbone with View Pooling for Few-shot Point Cloud Classification. CVPR (2023)
Weiheng Chai, Jiajing Chen, Jiyang Wang, Senem Velipasalar, Archana Venkatachalapathy, Yaw Adu-Gyamfi, Jennifer Merickel, Anuj Sharma
Driver Head Pose Detection From Naturalistic Driving Data. IEEE Trans. Intell. Transp. Syst. 24 (9) (2023)
Feng Wang, Mustafa Cenk Gursoy, Senem Velipasalar
Robust Network Slicing: Multi-Agent Policies, Adversarial Attacks, and Defensive Strategies. CoRR (2023)
Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney
Anomaly Detection via Learning-Based Sequential Controlled Sensing. CoRR (2023)
Jiyang Wang, Trevor Grant, Senem Velipasalar, Baocheng Geng, Leanne M. Hirshfield
Taking a Deeper Look at the Brain: Predicting Visual Perceptual and Working Memory Load From High-Density fNIRS Data. IEEE J. Biomed. Health Informatics 26 (5) (2022)
Feng Wang, Mustafa Cenk Gursoy, Senem Velipasalar
Communication-Efficient and Privacy-Preserving Feature-based Federated Transfer Learning. GLOBECOM (2022)
Feng Wang, Mustafa Cenk Gursoy, Senem Velipasalar, Yalin E. Sagduyu
Robust Deep Reinforcement Learning Based Network Slicing under Adversarial Jamming Attacks. PIMRC (2022)
Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Learning-Based Robust Anomaly Detection in the Presence of Adversarial Attacks. WCNC (2022)
Jiajing Chen, Huantao Ren, Frank Sicong Chen, Senem Velipasalar, Vir V. Phoha
Gaitpoint: A Gait Recognition Network Based on Point Cloud Analysis. ICIP (2022)
Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Controlled Sensing and Anomaly Detection Via Soft Actor-Critic Reinforcement Learning. ICASSP (2022)
Chenbin Pan, Jiyang Wang, Weiheng Chai, Burak Kakillioglu, Yasser El Masri, Eleanna Panagoulia, Norhan Bayomi, Kaiwen Chen, John E. Fernandez, Tarek Rakha, Senem Velipasalar
Capsule network-based semantic segmentation model for thermal anomaly identification on building envelopes. Adv. Eng. Informatics 54 (2022)
Feng Wang, Mustafa Cenk Gursoy, Senem Velipasalar
Communication-Efficient and Privacy-Preserving Feature-based Federated Transfer Learning. CoRR (2022)
Jiajing Chen, Burak Kakillioglu, Senem Velipasalar
Background-Aware 3-D Point Cloud Segmentation With Dynamic Point Feature Aggregation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiyang Wang, Weiheng Chai, Archana Venkatachalapathy, Kai Liang Tan, Arya Haghighat, Senem Velipasalar, Yaw Adu-Gyamfi, Anuj Sharma
A Survey on Driver Behavior Analysis From In-Vehicle Cameras. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Jiajing Chen, Burak Kakillioglu, Huantao Ren, Senem Velipasalar
Why Discard if You can Recycle?: A Recycling Max Pooling Module for 3D Point Cloud Analysis. CVPR (2022)
Norhan Bayomi, Mohanned El Kholy, John E. Fernandez, Senem Velipasalar, Tarek Rakha
Building Envelope Object Detection Using YOLO Models. ANNSIM (2022)
Feng Wang, Mustafa Cenk Gursoy, Senem Velipasalar
Multi-Agent Reinforcement Learning with Pointer Networks for Network Slicing in Cellular Systems. ICC (2022)
Chenbin Pan, Senem Velipasalar
PT-CapsNet: A Novel Prediction-Tuning Capsule Network Suitable for Deeper Architectures. ICCV (2021)
Weiheng Chai, Yantao Lu, Senem Velipasalar
Weighted Average Precision: Adversarial Example Detection for Visual Perception Of Autonomous Vehicles. ICIP (2021)
Feng Wang, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Resilient Dynamic Channel Access via Robust Deep Reinforcement Learning. IEEE Access 9 (2021)
Feng Wang, Mustafa Cenk Gursoy, Senem Velipasalar
Adversarial Reinforcement Learning in Dynamic Channel Access and Power Control. CoRR (2021)
Sek Chai, Senem Velipasalar
Guest Editorial: Special Issue on Embedded Machine Learning. J. Signal Process. Syst. 93 (6) (2021)
Yu Zheng, Senem Velipasalar
Part-Based Feature Squeezing To Detect Adversarial Examples in Person Re-Identification Networks. ICIP (2021)
Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing. CoRR (2021)
Fatih Altay, Guillermo Ramón Sánchez, Yanli James, Stephen V. Faraone, Senem Velipasalar, Asif Salekin
Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans. AAAI (2021)
Feng Wang, Mustafa Cenk Gursoy, Senem Velipasalar
Adversarial Reinforcement Learning in Dynamic Channel Access and Power Control. WCNC (2021)
Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney
Anomaly Detection via Controlled Sensing and Deep Active Inference. CoRR (2021)
Jiajing Chen, Burak Kakillioglu, Senem Velipasalar
Background-Aware 3D Point Cloud Segmentationwith Dynamic Point Feature Aggregation. CoRR (2021)
Yantao Lu, Xuetao Hao, Shiqi Sun, Weiheng Chai, Muchenxuan Tong, Senem Velipasalar
RAANet: Range-Aware Attention Network for LiDAR-based 3D Object Detection with Auxiliary Density Level Estimation. CoRR (2021)
Yantao Lu, Xueying Du, Bingkun Sun, Haining Ren, Senem Velipasalar
Fabricate-Vanish: An Effective And Transferable Black-Box Adversarial Attack Incorporating Feature Distortion. ICIP (2021)
Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Anomaly Detection and Sampling Cost Control via Hierarchical GANs. CoRR (2020)
Feng Wang, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Defense Strategies Against Adversarial Jamming Attacks via Deep Reinforcement Learning. CISS (2020)
Yantao Lu, Yunhan Jia, Jianyu Wang, Bai Li, Weiheng Chai, Lawrence Carin, Senem Velipasalar
Enhancing Cross-Task Black-Box Transferability of Adversarial Examples With Dispersion Reduction. CVPR (2020)
Yilan Li, Senem Velipasalar
Weighted Average Precision: Adversarial Example Detection in the Visual Perception of Autonomous Vehicles. CoRR (2020)
Maria Cornacchia, Senem Velipasalar
Autonomous Selective Parts-Based Tracking. IEEE Trans. Image Process. 29 (2020)
Caifeng Shan, Víctor M. Brea, Senem Velipasalar
Special issue on smart cameras for real-time image and video processing. J. Real Time Image Process. 17 (6) (2020)
Jiajing Chen, Burak Kakillioglu, Senem Velipasalar
Hierarchical Grow Network for Point Cloud Segmentation. ACSSC (2020)
Fatih Altay, Guillermo Ramon Sanchez, Yanli James, Stephen V. Faraone, Senem Velipasalar, Asif Salekin
Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans. CoRR (2020)
Burak Kakillioglu, Ao Ren, Yanzhi Wang, Senem Velipasalar
3D Capsule Networks for Object Classification With Weight Pruning. IEEE Access 8 (2020)
Yulin Hu, Yi Li, Mustafa Cenk Gursoy, Senem Velipasalar, Anke Schmeink
Throughput Analysis of Low-Latency IoT Systems With QoS Constraints and Finite Blocklength Codes. IEEE Trans. Veh. Technol. 69 (3) (2020)
Chen Zhong, Feng Wang, Mustafa Cenk Gursoy, Senem Velipasalar
Adversarial Jamming Attacks on Deep Reinforcement Learning Based Dynamic Multichannel Access. WCNC (2020)
Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney
Anomaly Detection via Controlled Sensing and Deep Active Inference. GLOBECOM (2020)
Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Deep Reinforcement Learning-Based Edge Caching in Wireless Networks. IEEE Trans. Cogn. Commun. Netw. 6 (1) (2020)
Fatih Altay, Senem Velipasalar
Pedestrian Detection from Thermal Images Incorporating Saliency Features. ACSSC (2020)
Yu Zheng, Yantao Lu, Senem Velipasalar
An Effective Adversarial Attack on Person Re-Identification in Video Surveillance via Dispersion Reduction. IEEE Access 8 (2020)
Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Anomaly Detection and Sampling Cost Control via Hierarchical GANs. GLOBECOM (2020)
Feng Wang, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Adversarial jamming attacks and defense strategies via adaptive deep reinforcement learning. CoRR (2020)
Natalie Sommer, Senem Velipasalar, Leanne M. Hirshfield, Yantao Lu, Burak Kakillioglu
Simultaneous and Spatiotemporal Detection of Different Levels of Activity in Multidimensional Data. IEEE Access 8 (2020)
Weiheng Chai, Senem Velipasalar
Detecting Adversarial Images via Texture Analysis. ACSSC (2020)
Yunhan Jia, Yantao Lu, Senem Velipasalar, Zhenyu Zhong, Tao Wei
Enhancing Cross-task Transferability of Adversarial Examples with Dispersion Reduction. CoRR (2019)
Chen Zhong, Ziyang Lu, Mustafa Cenk Gursoy, Senem Velipasalar
A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access. CoRR (2019)
Yantao Lu, Yunhan Jia, Jianyu Wang, Bai Li, Weiheng Chai, Lawrence Carin, Senem Velipasalar
Enhancing Cross-task Black-Box Transferability of Adversarial Examples with Dispersion Reduction. CoRR (2019)
Yantao Lu, Senem Velipasalar
Autonomous Choice of Deep Neural Network Parameters by a Modified Generative Adversarial Network. ICIP (2019)
Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Deep Actor-Critic Reinforcement Learning for Anomaly Detection. GLOBECOM (2019)
Chuang Ye, Mustafa Cenk Gursoy, Senem Velipasalar
Power Control for Wireless VBR Video Streaming: From Optimization to Reinforcement Learning. CoRR (2019)
Yantao Lu, Senem Velipasalar
Autonomous Human Activity Classification from Ego-vision Camera and Accelerometer Data. CoRR (2019)
Burak Kakillioglu, Jiyang Wang, Senem Velipasalar, Alireza Janani, Edward Koch
3D Sensor-Based UAV Localization for Bridge Inspection. ACSSC (2019)
Chen Zhong, Ziyang Lu, Mustafa Cenk Gursoy, Senem Velipasalar
A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access. IEEE Trans. Cogn. Commun. Netw. 5 (4) (2019)
Chuang Ye, Mustafa Cenk Gursoy, Senem Velipasalar
Power Control for Wireless VBR Video Streaming: From Optimization to Reinforcement Learning. IEEE Trans. Commun. 67 (8) (2019)
Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless Networks. CoRR (2019)
Yantao Lu, Yilan Li, Senem Velipasalar
Efficient Human Activity Classification from Egocentric Videos Incorporating Actor-Critic Reinforcement Learning. ICIP (2019)
Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Deep Actor-Critic Reinforcement Learning for Anomaly Detection. CoRR (2019)
Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless Networks. ICC (2019)
Deli Qiao, Mustafa Cenk Gursoy, Senem Velipasalar
Throughput-Delay Tradeoffs With Finite Blocklength Coding Over Multiple Coherence Blocks. IEEE Trans. Commun. 67 (8) (2019)
Chuang Ye, Mustafa Cenk Gursoy, Senem Velipasalar
Quality-Driven Resource Allocation for Full-Duplex Delay-Constrained Wireless Video Transmissions. IEEE Trans. Commun. 66 (9) (2018)
Fatih Altay, Senem Velipasalar
Image Completion with Discriminator Guided Context Encoder. ACSSC (2018)
Maria Cornacchia, Yu Zheng, Burak Kakillioglu, Senem Velipasalar
Obstacle Detection and Classification with Portable Uncalibrated Patterned Projected Light. ACSSC (2018)
Chuang Ye, Mustafa Cenk Gursoy, Senem Velipasalar
Deep Learning Based Power Control for Quality-Driven Wireless Video Transmissions. GlobalSIP (2018)
Chuang Ye, Mustafa Cenk Gursoy, Senem Velipasalar
Deep Learning Based Power Control for Quality-Driven Wireless Video Transmissions. CoRR (2018)
Chuang Ye, Mustafa Cenk Gursoy, Senem Velipasalar
Power control and mode selection for VBR video streaming in D2D networks. WCNC (2018)
Danushka Bandara, Senem Velipasalar, Sarah Bratt, Leanne M. Hirshfield
Building predictive models of emotion with functional near-infrared spectroscopy. Int. J. Hum. Comput. Stud. 110 (2018)
Yantao Lu, Senem Velipasalar
Human Activity Classification Incorporating Egocentric Video and Inertial Measurement Unit Data. GlobalSIP (2018)
Yantao Lu, Burak Kakillioglu, Senem Velipasalar
Autonomously and Simultaneously Refining Deep Neural Network Parameters by a Bi-Generative Adversarial Network Aided Genetic Algorithm. CoRR (2018)
Chuang Ye, Mustafa Cenk Gursoy, Senem Velipasalar
Quality-Driven Resource Allocation for Wireless Video Transmissions Under Energy Efficiency and Delay Constraints. IEEE Access 6 (2018)
Chuang Ye, Mustafa Cenk Gursoy, Senem Velipasalar
Power Control and Mode Selection for VBR Video Streaming in D2D Networks. CoRR (2018)
Burak Kakillioglu, Ayesha Ahmad, Senem Velipasalar
Object Classification from 3D Volumetric Data with 3D Capsule Networks. GlobalSIP (2018)
Burak Kakillioglu, Yantao Lu, Senem Velipasalar
Autonomously and Simultaneously Refining Deep Neural Network Parameters by Generative Adversarial Networks. CoRR (2018)
Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
A deep reinforcement learning-based framework for content caching. CISS (2018)
Ayesha Ahmad, Burak Kakillioglu, Senem Velipasalar
3D Capsule Networks for Object Classification from 3D Model Data. ACSSC (2018)
Yi Li, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar
Learning-Based Delay-Aware Caching in Wireless D2D Caching Networks. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Senem Velipasalar