Florian Scheidegger

28 papers A* 3A 2C 1Journal 17Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding. CoRR Jovana Kondic, Pengyuan Li, Dhiraj Joshi, Isaac Sanchez, Ben Wiesel, Shafiq Abedin, Amit Alfassy, Eli Schwartz, Daniel Caraballo, Yagmur Gizem Cinar, Florian Scheidegger, Steven I. Ross, Daniel Karl I. Weidele, Hang Hua, Ekaterina Arutyunova, Roei Herzig, Zexue He, Zihan Wang, Xinyue Yu, Yunfei Zhao, Sicong Jiang, Minghao Liu, Qunshu Lin, Peter W. J. Staar, Luis A. Lastras, Aude Oliva, Rogério Feris
2025	J	`jnl`	Q-SAM2: Accurate Quantization for Segment Anything Model 2. CoRR Nicola Farronato, Florian Scheidegger, Mattia Rigotti, Cristiano Malossi, Michele Magno, Haotong Qin
2025	J	`jnl`	VP Lab: a PEFT-Enabled Visual Prompting Laboratory for Semantic Segmentation. CoRR Niccolò Avogaro, Thomas Frick, Yagmur Gizem Cinar, Daniel Caraballo, Cezary Skura, Filip Janicki, Piotr Kluska, Brown Ebouky, Nicola Farronato, Florian Scheidegger, Cristiano Malossi, Konrad Schindler, Andrea Bartezzaghi, Roy Assaf, Mattia Rigotti
2024	A	`conf`	Beyond Static and Dynamic Quantization - Hybrid Quantization of Vision Transformers. BMVC Piotr Kluska, Florian Scheidegger, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí
2024	J	`jnl`	MAEDAY: MAE for few- and zero-shot AnomalY-Detection. Comput. Vis. Image Underst. Eli Schwartz, Assaf Arbelle, Leonid Karlinsky, Sivan Harary, Florian Scheidegger, Sivan Doveh, Raja Giryes
2024	A*	`conf`	Probabilistic Feature Matching for Fast Scalable Visual Prompting. IJCAI Thomas Frick, Cezary Skura, Filip Janicki, Roy Assaf, Niccolò Avogaro, Daniel Caraballo, Yagmur Gizem Cinar, Brown Ebouky, Ioana Giurgiu, Takayuki Katsuki, Piotr Kluska, Cristiano Malossi, Haoxiang Qiu, Tomoya Sakai, Florian Scheidegger, Andrej Simeski, Daniel Yang, Andrea Bartezzaghi, Mattia Rigotti
2024	—	`conf`	QAttn: Efficient GPU Kernels for mixed-precision Vision Transformers. CVPR Workshops Piotr Kluska, Adrián Castelló, Florian Scheidegger, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí
2023	J	`jnl`	Counterfactual Image Generation for adversarially robust and interpretable Classifiers. CoRR Rafael Bischof, Florian Scheidegger, Michael A. Kraus, A. Cristiano I. Malossi
2022	J	`jnl`	MAEDAY: MAE for few and zero shot AnomalY-Detection. CoRR Eli Schwartz, Assaf Arbelle, Leonid Karlinsky, Sivan Harary, Florian Scheidegger, Sivan Doveh, Raja Giryes
2021	J	`jnl`	Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy. Vis. Comput. Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2020	J	`jnl`	Generating Efficient DNN-Ensembles with Evolutionary Computation. CoRR Marc Ortiz, Florian Scheidegger, Marc Casas, A. Cristiano I. Malossi, Eduard Ayguadé
2020	—	`—`	The concept of transprecision computing. Florian Scheidegger
2020	—	`conf`	XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs. COOL CHIPS Dionysios Diamantopoulos, Florian Scheidegger, Stefan Mach, Fabian Schuiki, Germain Haugou, Michael Schaffner, Frank K. Gürkaynak, Christoph Hagleitner, A. Cristiano I. Malossi, Luca Benini
2020	J	`jnl`	torcpy: Supporting task parallelism in Python. SoftwareX Panagiotis E. Hadjidoukas, Andrea Bartezzaghi, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
2019	A*	`conf`	Constrained deep neural network architecture search for IoT devices accounting for hardware calibration. NeurIPS Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2019	J	`jnl`	Constrained deep neural network architecture search for IoT devices accounting hardware calibration. CoRR Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2019	J	`jnl`	FloatX: A C++ Library for Customized Floating-Point Arithmetic. ACM Trans. Math. Softw. Goran Flegar, Florian Scheidegger, Vedran Novakovic, Giovanni Mariani, Andrés E. Tomás, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí
2019	J	`jnl`	NeuNetS: An Automated Synthesis Engine for Neural Network Design. CoRR Atin Sood, Benjamin Elder, Benjamin Herta, Chao Xue, Costas Bekas, A. Cristiano I. Malossi, Debashish Saha, Florian Scheidegger, Ganesh Venkataraman, Gegi Thomas, Giovanni Mariani, Hendrik Strobelt, Horst Samulowitz, Martin Wistuba, Matteo Manica, Mihir R. Choudhury, Rong Yan, Roxana Istrate, Ruchir Puri, Tejaswini Pedapati
2019	A*	`conf`	TAPAS: Train-Less Accuracy Predictor for Architecture Search. AAAI Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Constantine Bekas, Adelmo Cristiano Innocenza Malossi
2018	J	`jnl`	BAGAN: Data Augmentation with Balancing GAN. CoRR Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
2018	J	`jnl`	Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. CoRR Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2018	—	`conf`	High-Performance GPU Implementation of PageRank with Reduced Precision Based on Mantissa Segmentation. IA3@SC Thomas Grützmacher, Hartwig Anzt, Florian Scheidegger, Enrique S. Quintana-Ortí
2018	C	`conf`	Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOS. ISCAS Manuel Eggimann, Christelle Gloor, Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, Aljosa Smolic, Luca Benini
2018	J	`jnl`	TAPAS: Train-less Accuracy Predictor for Architecture Search. CoRR Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Costas Bekas, A. Cristiano I. Malossi
2018	J	`jnl`	Towards Edge-Aware Spatio-Temporal Filtering in Real-Time. IEEE Trans. Image Process. Michael Schaffner, Florian Scheidegger, Lukas Cavigelli, Hubert Kaeslin, Luca Benini, Aljosa Smolic
2017	J	`jnl`	Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOS. CoRR Manuel Eggimann, Christelle Gloor, Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, Aljosa Smolic, Luca Benini
2017	—	`conf`	Impact of temporal subsampling on accuracy and performance in practical video classification. EUSIPCO Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, A. Cristiano I. Malossi, Constantine Bekas, Luca Benini
2016	A	`conf`	High-efficiency logarithmic number unit design based on an improved cotransformation scheme. DATE Youri Popoff, Florian Scheidegger, Michael Schaffner, Michael Gautschi, Frank K. Gürkaynak, Luca Benini