Boris Joukovsky

17 papers A 1B 1Misc 2Journal 10Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Interpretable Neural Networks for Video Separation: Deep Unfolding RPCA With Foreground Masking. IEEE Trans. Image Process. Boris Joukovsky, Yonina C. Eldar, Nikos Deligiannis
2024	Misc	`conf`	Learned Layered Coding for Successive Refinement in the Wyner-Ziv Problem. ICASSP Boris Joukovsky, Brent De Weerdt, Nikos Deligiannis
2024	J	`jnl`	SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection. ACM Trans. Multim. Comput. Commun. Appl. Yuqing Yang, Boris Joukovsky, José Oramas Mogrovejo, Tinne Tuytelaars, Nikos Deligiannis
2024	J	`jnl`	Visualizing and Understanding Contrastive Learning. IEEE Trans. Image Process. Fawaz Sammani, Boris Joukovsky, Nikos Deligiannis
2023	J	`jnl`	Learned layered coding for Successive Refinement in the Wyner-Ziv Problem. CoRR Boris Joukovsky, Brent De Weerdt, Nikos Deligiannis
2023	B	`conf`	Model-Agnostic Visual Explanations via Approximate Bilinear Models. ICIP Boris Joukovsky, Fawaz Sammani, Nikos Deligiannis
2023	—	`conf`	Quantitative Evaluation of Video Explainability Methods via Anomaly Localization. EUSIPCO Xinyue Zhang, Boris Joukovsky, Nikos Deligiannis
2023	Misc	`conf`	Relevance Propagation through Deep Conditional Random Fields. ICASSP Xiangyu Yang, Boris Joukovsky, Nikos Deligiannis
2023	—	`conf`	Visualizing Invariant Features in Vision Models. DSP Fawaz Sammani, Boris Joukovsky, Nikos Deligiannis
2022	J	`jnl`	FRF estimation using multiple kernel-based regularisation. Autom. Noël Hallemans, Rik Pintelon, Boris Joukovsky, Dries Peumans, John Lataire
2022	J	`jnl`	Visualizing and Understanding Self-Supervised Vision Learning. CoRR Fawaz Sammani, Boris Joukovsky, Nikos Deligiannis
2021	J	`jnl`	Designing Interpretable Recurrent Neural Networks for Video Reconstruction via Deep Unfolding. IEEE Trans. Image Process. Huynh Van Luong, Boris Joukovsky, Nikos Deligiannis
2021	A	`conf`	Generalization error bounds for deep unfolding RNNs. UAI Boris Joukovsky, Tanmoy Mukherjee, Huynh Van Luong, Nikos Deligiannis
2020	—	`conf`	A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation. EUSIPCO Huynh Van Luong, Boris Joukovsky, Yonina C. Eldar, Nikos Deligiannis
2020	J	`jnl`	A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation. CoRR Huynh Van Luong, Boris Joukovsky, Yonina C. Eldar, Nikos Deligiannis
2020	J	`jnl`	Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging. CoRR Abel Díaz Berenguer, Hichem Sahli, Boris Joukovsky, Maryna Kvasnytsia, Ine Dirks, Mitchel Alioscha-Pérez, Nikos Deligiannis, Panagiotis Gonidakis, Sebastián Amador Sánchez, Redona Brahimetaj, Evgenia Papavasileiou, Jonathan Cheung-Wai Chan, Fei Li, Shangzhen Song, Yixin Yang, Sofie Tilborghs, Siri Willems, Tom Eelbode, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Paul Suetens, Lucas Fidon, Tom Vercauteren, David Robben, Arne Brys, Dirk Smeets, Bart Ilsen, Nico Buls, Nina Watté, Johan de Mey, Annemiek Snoeckx, Paul M. Parizel, Julien Guiot, Louis Deprez, Paul Meunier, Stefaan Gryspeerdt, Kristof De Smet, Bart Jansen, Jef Vandemeulebroucke
2020	J	`jnl`	Interpretable Deep Recurrent Neural Networks via Unfolding Reweighted 𝓁 CoRR Huynh Van Luong, Boris Joukovsky, Nikos Deligiannis