Jhony H. Giraldo

73 papers A* 2A 5B 5C 1Misc 2Journal 44Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	TEP-ones: A simple yet effective approach for transferability estimation of pruned backbones. Neurocomputing Gabriele Spadaro, Andrea Bragagnolo, Riccardo Renzulli, Marco Grangetto, Jhony H. Giraldo, Attilio Fiandrotti, Enzo Tartaglione
2026	J	`jnl`	WildIng: A Wildlife Image Invariant Representation Model for Geographical Domain Shift. CoRR Julian D. Santamaria, Claudia Isaza, Jhony H. Giraldo
2026	J	`jnl`	WildIng: A Wildlife Image Invariant Representation Model for Geographical Domain Shift. Int. J. Comput. Vis. Julian D. Santamaria, Claudia Isaza, Jhony H. Giraldo
2025	J	`jnl`	A Fused Gromov-Wasserstein Approach to Subgraph Contrastive Learning. CoRR Amadou S. Sangare, Nicolas Dunou, Jhony H. Giraldo, Fragkiskos D. Malliaros
2025	J	`jnl`	A Fused Gromov-Wasserstein Approach to Subgraph Contrastive Learning. Trans. Mach. Learn. Res. Amadou S. Sangare, Nicolas Dunou, Jhony H. Giraldo, Fragkiskos D. Malliaros
2025	A	`conf`	CATALOG: A Camera Trap Language-Guided Contrastive Learning Model. WACV Julian D. Santamaria, Claudia Isaza, Jhony H. Giraldo
2025	J	`jnl`	COSMOS: Continuous Simplicial Neural Networks. CoRR Aref Einizade, Dorina Thanou, Fragkiskos D. Malliaros, Jhony H. Giraldo
2025	A	`conf`	Denoising Diffusion Probabilistic Model for Point Cloud Compression at Low Bit-Rates. ICME Gabriele Spadaro, Alberto Presta, Jhony H. Giraldo, Marco Grangetto, Wei Hu, Giuseppe Valenzise, Attilio Fiandrotti, Enzo Tartaglione
2025	J	`jnl`	Denoising Diffusion Probabilistic Model for Point Cloud Compression at Low Bit-Rates. CoRR Gabriele Spadaro, Alberto Presta, Jhony H. Giraldo, Marco Grangetto, Wei Hu, Giuseppe Valenzise, Attilio Fiandrotti, Enzo Tartaglione
2025	J	`jnl`	Feature-aware Hypergraph Generation via Next-Scale Prediction. CoRR Dorian Gailhard, Enzo Tartaglione, Lirida Naviner, Jhony H. Giraldo
2025	J	`jnl`	Graph-based Moving Object Segmentation for underwater videos using semi-supervised learning. Comput. Vis. Image Underst. Meghna Kapoor, Wieke Prummel, Jhony H. Giraldo, Badri Narayan Subudhi, Anastasia Zakharova, Thierry Bouwmans, Ankur Bansal
2025	A*	`conf`	HYGENE: A Diffusion-Based Hypergraph Generation Method. AAAI Dorian Gailhard, Enzo Tartaglione, Lirida Naviner, Jhony H. Giraldo
2025	J	`jnl`	Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks. IEEE Trans. Signal Inf. Process. over Networks Jhony H. Giraldo, Aref Einizade, Andjela Todorovic, Jhon A. Castro-Correa, Mohsen Badiey, Thierry Bouwmans, Fragkiskos D. Malliaros
2025	J	`jnl`	Piecewise Constant Spectral Graph Neural Network. CoRR Vahan Martirosyan, Jhony H. Giraldo, Fragkiskos D. Malliaros
2025	J	`jnl`	Piecewise Constant Spectral Graph Neural Network. Trans. Mach. Learn. Res. Vahan Martirosyan, Jhony H. Giraldo, Fragkiskos D. Malliaros
2025	J	`jnl`	Second-Order Tensorial Partial Differential Equations on Graphs. CoRR Aref Einizade, Fragkiskos D. Malliaros, Jhony H. Giraldo
2025	J	`jnl`	Solar-GECO: Perovskite Solar Cell Property Prediction with Geometric-Aware Co-Attention. CoRR Lucas Li, Jean-Baptiste Puel, Florence Carton, Dounya Barrit, Jhony H. Giraldo
2025	J	`jnl`	Subgraph Gaussian Embedding Contrast for Self-Supervised Graph Representation Learning. CoRR Shifeng Xie, Aref Einizade, Jhony H. Giraldo
2025	—	`conf`	Subgraph Gaussian Embedding Contrast for Self-supervised Graph Representation Learning. ECML/PKDD (6) Shifeng Xie, Aref Einizade, Jhony H. Giraldo
2025	A	`conf`	WiGNet: Windowed Vision Graph Neural Network. WACV Gabriele Spadaro, Marco Grangetto, Attilio Fiandrotti, Enzo Tartaglione, Jhony H. Giraldo
2024	C	`conf`	ALICE: Adapt your Learnable Image Compression modEl for variable bitrates. VCIP Gabriele Spadaro, Muhammad Salman Ali, Alberto Presta, Giommaria Pilo, Sung-Ho Bae, Jhony H. Giraldo, Attilio Fiandrotti, Marco Grangetto, Enzo Tartaglione
2024	—	`conf`	Anomalous Sound Detection For Road Surveillance Based On Graph Signal Processing. EUSIPCO Zied Mnasri, Jhony H. Giraldo, Thierry Bouwmans
2024	J	`jnl`	CATALOG: A Camera Trap Language-guided Contrastive Learning Model. CoRR Julian D. Santamaria, Claudia Isaza, Jhony H. Giraldo
2024	A*	`conf`	Continuous Product Graph Neural Networks. NeurIPS Aref Einizade, Fragkiskos D. Malliaros, Jhony H. Giraldo
2024	J	`jnl`	Continuous Product Graph Neural Networks. CoRR Aref Einizade, Fragkiskos D. Malliaros, Jhony H. Giraldo
2024	J	`jnl`	Estimation of a causal directed acyclic graph process using non-gaussianity. Digit. Signal Process. Aref Einizade, Jhony H. Giraldo, Fragkiskos D. Malliaros, Sepideh Hajipour Sardouie
2024	J	`jnl`	GABIC: Graph-based Attention Block for Image Compression. CoRR Gabriele Spadaro, Alberto Presta, Enzo Tartaglione, Jhony H. Giraldo, Marco Grangetto, Attilio Fiandrotti
2024	B	`conf`	Gabic: Graph-Based Attention Block for Image Compression. ICIP Gabriele Spadaro, Alberto Presta, Enzo Tartaglione, Jhony H. Giraldo, Marco Grangetto, Attilio Fiandrotti
2024	J	`jnl`	Gegenbauer Graph Neural Networks for Time-Varying Signal Reconstruction. IEEE Trans. Neural Networks Learn. Syst. Jhon A. Castro-Correa, Jhony H. Giraldo, Mohsen Badiey, Fragkiskos D. Malliaros
2024	J	`jnl`	Gegenbauer Graph Neural Networks for Time-varying Signal Reconstruction. CoRR Jhon A. Castro-Correa, Jhony H. Giraldo, Mohsen Badiey, Fragkiskos D. Malliaros
2024	J	`jnl`	HYGENE: A Diffusion-based Hypergraph Generation Method. CoRR Dorian Gailhard, Enzo Tartaglione, Lirida Naviner de Barros, Jhony H. Giraldo
2024	J	`jnl`	Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks. CoRR Jhony H. Giraldo, Aref Einizade, Andjela Todorovic, Jhon A. Castro-Correa, Mohsen Badiey, Thierry Bouwmans, Fragkiskos D. Malliaros
2024	—	`conf`	OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras. ICPR (16) Muhammad Rameez Ur Rahman, Jhony H. Giraldo, Indro Spinelli, Stéphane Lathuilière, Fabio Galasso
2024	J	`jnl`	OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras. CoRR Muhammad Rameez Ur Rahman, Jhony H. Giraldo, Indro Spinelli, Stéphane Lathuilière, Fabio Galasso
2024	—	`conf`	Privacy-Preserving Adaptive Re-Identification Without Image Transfer. ECCV (52) Hamza Rami, Jhony H. Giraldo, Nicolas Winckler, Stéphane Lathuilière
2024	J	`jnl`	Privacy-Preserving Adaptive Re-Identification without Image Transfer. CoRR Hamza Rami, Jhony H. Giraldo, Nicolas Winckler, Stéphane Lathuilière
2024	A	`conf`	Source-Guided Similarity Preservation for Online Person Re-Identification. WACV Hamza Rami, Jhony H. Giraldo, Nicolas Winckler, Stéphane Lathuilière
2024	J	`jnl`	Source-Guided Similarity Preservation for Online Person Re-Identification. CoRR Hamza Rami, Jhony H. Giraldo, Nicolas Winckler, Stéphane Lathuilière
2024	J	`jnl`	Spatiotemporal Forecasting Meets Efficiency: Causal Graph Process Neural Networks. CoRR Aref Einizade, Fragkiskos D. Malliaros, Jhony H. Giraldo
2024	J	`jnl`	Variational Graph Contrastive Learning. CoRR Shifeng Xie, Jhony H. Giraldo
2024	J	`jnl`	WiGNet: Windowed Vision Graph Neural Network. CoRR Gabriele Spadaro, Marco Grangetto, Attilio Fiandrotti, Enzo Tartaglione, Jhony H. Giraldo
2023	—	`conf`	Few Labels are Enough! Semi-supervised Graph Learning for Social Interaction. ICCV (Workshops) Nicola Corbellini, Jhony H. Giraldo, Giovanna Varni, Gualtiero Volpe
2023	Misc	`conf`	Higher-Order Sparse Convolutions in Graph Neural Networks. ICASSP Jhony H. Giraldo, Sajid Javed, Arif Mahmood, Fragkiskos D. Malliaros, Thierry Bouwmans
2023	J	`jnl`	Higher-order Sparse Convolutions in Graph Neural Networks. CoRR Jhony H. Giraldo, Sajid Javed, Arif Mahmood, Fragkiskos D. Malliaros, Thierry Bouwmans
2023	B	`conf`	Inductive Graph Neural Networks for Moving Object Segmentation. ICIP Wieke Prummel, Jhony H. Giraldo, Anastasia Zakharova, Thierry Bouwmans
2023	J	`jnl`	Inductive Graph Neural Networks for Moving Object Segmentation. CoRR Wieke Prummel, Jhony H. Giraldo, Anastasia Zakharova, Thierry Bouwmans
2023	A	`conf`	On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks. CIKM Jhony H. Giraldo, Konstantinos Skianis, Thierry Bouwmans, Fragkiskos D. Malliaros
2023	—	`conf`	Shannon Strikes Again! Entropy-based Pruning in Deep Neural Networks for Transfer Learning under Extreme Memory and Computation Budgets. ICCV (Workshops) Gabriele Spadaro, Riccardo Renzulli, Andrea Bragagnolo, Jhony H. Giraldo, Attilio Fiandrotti, Marco Grangetto, Enzo Tartaglione
2023	Misc	`conf`	Time-Varying Signals Recovery Via Graph Neural Networks. ICASSP Jhon A. Castro-Correa, Jhony H. Giraldo, Anindya Mondal, Mohsen Badiey, Thierry Bouwmans, Fragkiskos D. Malliaros
2023	J	`jnl`	Time-varying Signals Recovery via Graph Neural Networks. CoRR Jhon A. Castro-Correa, Jhony H. Giraldo, Anindya Mondal, Mohsen Badiey, Thierry Bouwmans, Fragkiskos D. Malliaros
2023	J	`jnl`	Uncertainty clustering internal validity assessment using Fréchet distance for unsupervised learning. Eng. Appl. Artif. Intell. Nestor Rendon, Jhony H. Giraldo, Thierry Bouwmans, Susana Rodríguez-Buritica, Edison Ramirez, Claudia Isaza
2022	J	`jnl`	Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos. CoRR Jhony H. Giraldo, Sajid Javed, Naoufel Werghi, Thierry Bouwmans
2022	J	`jnl`	Graph Moving Object Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Jhony H. Giraldo, Sajid Javed, Thierry Bouwmans
2022	—	`—`	Graph-based Algorithms in Computer Vision, Machine Learning, and Signal Processing. (Algorithmes basés sur les graphes pour la vision par ordinateur, l'apprentissage automatique et le traitement du signal). Jhony H. Giraldo
2022	B	`conf`	Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation. ICIP Jhony H. Giraldo, Vincenzo Mariano Scarrica, Antonino Staiano, Francesco Camastra, Thierry Bouwmans
2022	J	`jnl`	Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation. CoRR Jhony H. Giraldo, Vincenzo Mariano Scarrica, Antonino Staiano, Francesco Camastra, Thierry Bouwmans
2022	J	`jnl`	Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness. IEEE Trans. Signal Inf. Process. over Networks Jhony H. Giraldo, Arif Mahmood, Belmar García García, Dorina Thanou, Thierry Bouwmans
2022	J	`jnl`	SemiSegSAR: A Semi-Supervised Segmentation Algorithm for Ship SAR Images. IEEE Geosci. Remote. Sens. Lett. Marwa Chendeb El Rai, Jhony H. Giraldo, Mina Al-Saad, Muna Darweech, Thierry Bouwmans
2022	J	`jnl`	Understanding the Relationship between Over-smoothing and Over-squashing in Graph Neural Networks. CoRR Jhony H. Giraldo, Fragkiskos D. Malliaros, Thierry Bouwmans
2021	—	`conf`	Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos. ICCVW Jhony H. Giraldo, Sajid Javed, Naoufel Werghi, Thierry Bouwmans
2021	—	`conf`	Moving Object Detection for Event-based Vision using Graph Spectral Clustering. ICCVW Anindya Mondal, Shashant R, Jhony H. Giraldo, Thierry Bouwmans, Ananda S. Chowdhury
2021	J	`jnl`	Moving Object Detection for Event-based vision using Graph Spectral Clustering. CoRR Anindya Mondal, Shashant R, Jhony H. Giraldo, Thierry Bouwmans, Ananda S. Chowdhury
2021	—	`conf`	Robust Foreground Segmentation in RGBD Data from Complex Scenes Using Adversarial Networks. IW-FCV Maryam Sultana, Thierry Bouwmans, Jhony H. Giraldo, Soon Ki Jung
2021	—	`conf`	The Emerging Field of Graph Signal Processing for Moving Object Segmentation. IW-FCV Jhony H. Giraldo, Sajid Javed, Maryam Sultana, Soon Ki Jung, Thierry Bouwmans
2020	B	`conf`	GraphBGS: Background Subtraction via Recovery of Graph Signals. ICPR Jhony H. Giraldo, Thierry Bouwmans
2020	J	`jnl`	GraphBGS: Background Subtraction via Recovery of Graph Signals. CoRR Jhony H. Giraldo, Thierry Bouwmans
2020	—	`conf`	On the Minimization of Sobolev Norms of Time-Varying Graph Signals: Estimation of New Coronavirus Disease 2019 Cases. MLSP Jhony H. Giraldo, Thierry Bouwmans
2020	B	`conf`	Semi-Supervised Background Subtraction Of Unseen Videos: Minimization Of The Total Variation Of Graph Signals. ICIP Jhony H. Giraldo, Thierry Bouwmans
2019	J	`jnl`	Blue-Noise Sampling on Graphs. IEEE Trans. Signal Inf. Process. over Networks Alejandro Parada-Mayorga, Daniel L. Lau, Jhony H. Giraldo, Gonzalo R. Arce
2019	—	`conf`	Sampling of Graph Signals with Blue Noise Dithering. DSW Alejandro Parada-Mayorga, Daniel L. Lau, Jhony H. Giraldo, Gonzalo R. Arce
2016	J	`jnl`	Automatic segmentation of lizard spots using an active contour model. CoRR Jhony H. Giraldo, Augusto Salazar
2015	—	`conf`	A Markov Random Field and Active Contour Image Segmentation Model for Animal Spots Patterns. ISVC (2) Alexander Gómez, German Díez, Jhony H. Giraldo, Augusto Salazar, Juan M. Daza
2015	J	`jnl`	A Markov Random Field and Active Contour Image Segmentation Model for Animal Spots Patterns. CoRR Alexander Gómez, German Díez, Jhony H. Giraldo, Augusto Salazar, Juan M. Daza