Christos Bouganis
Imperial College London
H-index: 30
Europe-United Kingdom
Top articles of Christos Bouganis
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction | arXiv preprint arXiv:2403.18921 | Petros Toupas Zhewen Yu Christos-Savvas Bouganis Dimitrios Tzovaras | 2024/3/27 |
Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It | arXiv preprint arXiv:2403.14715 | Guoxuan Xia Olivier Laurent Gianni Franchi Christos-Savvas Bouganis | 2024/3/19 |
Augmenting the Softmax with Additional Confidence Scores for Improved Selective Classification with Out-of-Distribution Data | International Journal of Computer Vision | Guoxuan Xia Christos-Savvas Bouganis | 2024/4/23 |
Latency driven spatially sparse optimization for multi-branch cnns for semantic segmentation | Georgios Zampokas Christos-Savvas Bouganis Dimitrios Tzovaras | 2024 | |
Window-based early-exit cascades for uncertainty estimation: When deep ensembles are more efficient than single models | Guoxuan Xia Christos-Savvas Bouganis | 2023 | |
SATAY: a streaming architecture toolflow for accelerating YOLO Models on FPGA Devices | Alexander Montgomerie-Corcoran Petros Toupas Zhewen Yu Christos-Savvas Bouganis | 2023/12/12 | |
Fast prototyping next-generation accelerators for new ml models using mase: Ml accelerator system exploration | arXiv preprint arXiv:2307.15517 | Jianyi Cheng Cheng Zhang Zhewen Yu Alex Montgomerie-Corcoran Can Xiao | 2023/7/28 |
Svd-nas: Coupling low-rank approximation and neural architecture search | Zhewen Yu Christos-Savvas Bouganis | 2023 | |
AutoWS: Automate Weights Streaming in Layer-wise Pipelined DNN Accelerators | arXiv preprint arXiv:2311.04764 | Zhewen Yu Christos-Savvas Bouganis | 2023/11/8 |
FMM-X3D: FPGA-based modeling and mapping of X3D for Human Action Recognition | Petros Toupas Christos-Savvas Bouganis Dimitrios Tzovaras | 2023/7/19 | |
PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration | Alexander Montgomerie-Corcoran Zhewen Yu Jianyi Cheng Christos-Savvas Bouganis | 2023/9/4 | |
ATHEENA: A Toolflow for Hardware Early-Exit Network Automation | Benjamin Biggs Christos-Savvas Bouganis George Constantinides | 2023/5/8 | |
Harflow3d: A latency-oriented 3d-cnn accelerator toolflow for har on fpga devices | Petros Toupas Alexander Montgomerie-Corcoran Christos-Savvas Bouganis Dimitrios Tzovaras | 2023/5/8 | |
Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition | Zhewen Yu Christos-Savvas Bouganis | 2023/9/4 | |
Multiple-Deep Neural Network Accelerators for Next-Generation Artificial Intelligence Systems | Computer | Stylianos I Venieris Christos-Savvas Bouganis Nicholas D Lane | 2023/3/3 |
fpgaHART: A toolflow for throughput-oriented acceleration of 3D CNNs for HAR onto FPGAs | Petros Toupas Christos-Savvas Bouganis Dimitrios Tzovaras | 2023/9/4 | |
Augmenting softmax information for selective classification with out-of-distribution data | Guoxuan Xia Christos-Savvas Bouganis | 2022 | |
Wta/tla: A uav-captured dataset for semantic segmentation of energy infrastructure | Georgios Zampokas Evangelos Skartados Dimitrios Alexiou Kosmas Tsiakas Ioannis Tzanakis | 2022/6/21 | |
Multi-DNN accelerators for next-generation AI systems | arXiv preprint arXiv:2205.09376 | Stylianos I Venieris Christos-Savvas Bouganis Nicholas D Lane | 2022/5/19 |
Improved spike-based brain-machine interface using Bayesian adaptive kernel smoother and deep learning | IEEE Access | Nur Ahmadi Trio Adiono Ayu Purwarianti Timothy G Constandinou Christos-Savvas Bouganis | 2022/3/14 |
Co-Authors
