Philippe Bich

25 papers A* 1Journal 16Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Multiply-And-Max/Min Neuron Paradigm for Aggressively Prunable Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Luciano Prono, Philippe Bich, Chiara Boretti, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2025 J jnl
Linearly-interpretable concept embedding models for text analysis.
Mach. Learn.
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
2025 J jnl
MESA: A Dynamical Attention-Based Pre-Processing Pipeline for High-Throughput Event-Based Computer Vision Tasks.
IEEE Trans. Circuits Syst. II Express Briefs
Philippe Bich, Luciano Prono, Chiara Boretti, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2025 J jnl
On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons.
IEEE Trans. Pattern Anal. Mach. Intell.
Philippe Bich, Andriy Enttsel, Luciano Prono, Alex Marchioni, Fabio Pareschi, Mauro Mangia, Gianluca Setti, Riccardo Rovatti
2025 J jnl
SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights.
CoRR
Lorenz K. Müller, Philippe Bich, Jiawei Zhuang, Ahmet Çelik, Luca Benfenati, Lukas Cavigelli
2025 — conf
Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models.
ECML/PKDD (3)
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Tania Cerquitelli, Danilo Giordano
2025 J jnl
Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models.
CoRR
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
2025 — conf
V-CEM: Bridging Performance and Intervenability in Concept-Based Models.
xAI (1)
Francesco De Santis, Gabriele Ciravegna, Philippe Bich, Danilo Giordano, Tania Cerquitelli
2025 J jnl
V-CEM: Bridging Performance and Intervenability in Concept-based Models.
CoRR
Francesco De Santis, Gabriele Ciravegna, Philippe Bich, Danilo Giordano, Tania Cerquitelli
2024 — conf
Event-Based Eye Tracking. AIS 2024 Challenge Survey.
CVPR Workshops
Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen, Zhengjun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brüers, Sébastien M. Crouzet, Douglas McLelland, Olivier Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lica, David Dinucu-Jianu, Catalin Grîu, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai
2024 J jnl
Event-Based Eye Tracking. AIS 2024 Challenge Survey.
CoRR
Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen, Zhengjun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brüers, Sébastien M. Crouzet, Douglas McLelland, Olivier Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lica, David Dinucu-Jianu, Catalin Grîu, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai
2024 — conf
Memory in Motion: Exploring Leaky Integration of Time Surfaces for Event-based Eye-tracking.
BioCAS
Chiara Boretti, Philippe Bich, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2024 J jnl
Oddness of the number of Nash equilibria: The case of polynomial payoff functions.
Games Econ. Behav.
Philippe Bich, Julien Fixary
2024 — conf
Optimizing Vision Transformers: Leveraging Max and Min Operations for Efficient Pruning.
AICAS
Philippe Bich, Chiara Boretti, Luciano Prono, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2024 J jnl
Self-supervised Interpretable Concept-based Models for Text Classification.
CoRR
Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli
2023 — conf
Multiply-And-Max/min Neurons at the Edge: Pruned Autoencoder Implementation.
MWSCAS
Philippe Bich, Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2023 J jnl
On perfect pairwise stable networks.
J. Econ. Theory
Philippe Bich, Mariya Teteryatnikova
2023 — conf
PEDRo: an Event-based Dataset for Person Detection in Robotics.
CVPR Workshops
Chiara Boretti, Philippe Bich, Fabio Pareschi, Luciano Prono, Riccardo Rovatti, Gianluca Setti
2022 — conf
Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing.
BioCAS
Philippe Bich, Luciano Prono, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2022 A* conf
Visual Navigation Using Sparse Optical Flow and Time-to-Transit.
ICRA
Chiara Boretti, Philippe Bich, Yanyu Zhang, John Baillieul
2021 J jnl
Visual Navigation Using Sparse Optical Flow and Time-to-Transit.
CoRR
Chiara Boretti, Philippe Bich, Yanyu Zhang, John Baillieul
2020 J jnl
On the Existence of Pairwise Stable Weighted Networks.
Math. Oper. Res.
Philippe Bich, Lisa Morhaim
2019 J jnl
Strategic uncertainty and equilibrium selection in discontinuous games.
J. Econ. Theory
Philippe Bich
2009 J jnl
Existence of pure Nash equilibria in discontinuous and non quasiconcave games.
Int. J. Game Theory
Philippe Bich
2008 J jnl
An answer to a question by Herings et al.
Oper. Res. Lett.
Philippe Bich