Gunduz, Deniz

15 publications

ICLR 2025 Actions Speak Louder than Words: Rate-Reward Trade-Off in Markov Decision Processes Haotian Wu, Gongpu Chen, Deniz Gunduz

NeurIPS 2025 Bi-Directional Communication-Efficient Stochastic FL via Remote Source Generation Maximilian Egger, Rawad Bitar, Antonia Wachter-Zeh, Nir Weinberger, Deniz Gunduz

ICML 2025 LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression Haotian Wu, Gongpu Chen, Pier Luigi Dragotti, Deniz Gunduz

NeurIPS 2025 MoRIC: A Modular Region-Based Implicit Codec for Image Compression Gen Li, Haotian Wu, Deniz Gunduz

AISTATS 2024 Adaptive Compression in Federated Learning via Side Information Berivan Isik, Francesco Pase, Deniz Gunduz, Sanmi Koyejo, Tsachy Weissman, Michele Zorzi

AAAI 2024 Friendly Attacks to Improve Channel Coding Reliability Anastasia Kurmukova, Deniz Gündüz

NeurIPSW 2024 Non-Interactive Remote Coordination Yassine Hamdi, Xueyan Niu, Bo Bai, Deniz Gunduz

NeurIPSW 2024 The Rate-Distortion-Perception Trade-Off with Algorithmic Realism Yassine Hamdi, Aaron B. Wagner, Deniz Gunduz

NeurIPS 2024 Universal Sample Coding Szymon Kobus, Tze-Yang Tung, Deniz Gündüz

ICMLW 2023 Leveraging Side Information for Communication-Efficient Federated Learning Berivan Isik, Francesco Pase, Deniz Gunduz, Sanmi Koyejo, Tsachy Weissman, Michele Zorzi

WACV 2023 Neural Distributed Image Compression with Cross-Attention Feature Alignment Nitish Mital, Ezgi Özyilkan, Ali Garjani, Deniz Gündüz

ICLR 2023 Sparse Random Networks for Communication-Efficient Federated Learning Berivan Isik, Francesco Pase, Deniz Gunduz, Tsachy Weissman, Zorzi Michele

NeurIPSW 2022 ColRel: Collaborative Relaying for Federated Learning over Intermittently Connected Networks Rajarshi Saha, Michal Yemini, Emre Ozfatura, Deniz Gunduz, Andrea Goldsmith

NeurIPSW 2022 Efficient Federated Random Subnetwork Training Francesco Pase, Berivan Isik, Deniz Gunduz, Tsachy Weissman, Michele Zorzi

ICMLW 2021 Less Is More: Feature Selection for Adversarial Robustness with Compressive Counter-Adversarial Attacks Emre Ozfatura, Muhammad Zaid Hameed, Kerem Ozfatura, Deniz Gunduz