| 2022 | Differential Invariants for SE(2)-Equivariant Networks. | Mateus Sangalli, Samy Blusseau, Santiago Velasco-Forero, Jess Angulo |
| 2022 | Blind Deconvolution Using the Sure-Blur Criterion and Linear PSF Expansions. | Toby Sanders |
| 2022 | A Patch-Based Approach for Artistic Style Transfer Via Constrained Multi-Scale Image Matching. | Benjamin Samuth, David Tschumperl, Julien Rabin |
| 2022 | Investigating Explainable Artificial Intelligence for MRI-based Classification of Dementia: a New Stability Criterion for Explainable Methods. | Ahmed M. Salih, Ilaria Boscolo Galazzo, Federica Cruciani, Lorenza Brusini, Petia Radeva |
| 2022 | Ablation-CAM++: Grouped Recursive Visual Explanations for Deep Convolutional Networks. | Ahmed Salama, Noha Adly, Marwan Torki |
| 2022 | Optimized Learned Entropy Coding Parameters for Practical Neural-Based Image and Video Compression. | Amir Said, Reza Pourreza, Hoang Le |
| 2022 | Topologically-Consistent Magnitude Pruning for Very Lightweight Graph Convolutional Networks. | Hichem Sahbi |
| 2022 | Semi-Overcomplete Convolutional Auto-Encoder Embedding as Shape Priors for Deep Vessel Segmentation. | Amine Sadikine, Bogdan Badic, Jean-Pierre Tasu, Vincent Noblet, Dimitris Visvikis, Pierre-Henri Conze |
| 2022 | Taxonomy Driven Learning Of Semantic Hierarchy Of Classes. | Ranajoy Sadhukhan, Ankita Chatterjee, Jayanta Mukhopadhyay, Amit Patra |
| 2022 | MONet: Multi-Scale Overlap Network for Duplication Detection in Biomedical Images. | Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan |
| 2022 | Style Transfer Using Optimal Transport Via Wasserstein Distance. | Oseok Ryu, Bowon Lee |
| 2022 | Parasitic Egg Detection with a Deep Learning Ensemble. | Jess Ruiz-Santaquiteria, Anbal Pedraza, Noelia Vllez, Alberto Velasco-Mata |
| 2022 | A Bregman Majorization-Minimization Framework for Pet Image Reconstruction. | Claire Rossignol, Florent Sureau, Emilie Chouzenoux, Claude Comtat, Jean-Christophe Pesquet |
| 2022 | GM-RF: An AV1 Intra-Frame Fast Decision Based on Random Forest. | Pablo Rosa, Daniel Palomino, Marcelo Schiavon Porto, Luciano Agostini |
| 2022 | Random Generated Dictionaries for Convolutional Sparse Coding: An ELM Interpretation for Simple CSC Applications. | Paul Rodrguez |
| 2022 | Severity Classification in Cases of Collagen Vi-Related Myopathy with Convolutional Neural Networks and Handcrafted Texture Features. | Rafael Rodrigues, Susana Quijano-Roy, Robert-Yves Carlier, Antnio M. G. Pinheiro |
| 2022 | Is the U-NET Directional-Relationship Aware? | Mateus Riva, Pietro Gori, Florian Yger, Isabelle Bloch |
| 2022 | Multi-Scale Gridded Gabor Attention for Cirrus Segmentation. | Felix Richards, Xianghua Xie, Adeline Paiement, Elisabeth Sola, Pierre-Alain Duc |
| 2022 | Episode Difficulty Based Sampling Method for Few-Shot Classification. | Hochang Rhee, Nam Ik Cho |
| 2022 | Towards Efficient Capsule Networks. | Riccardo Renzulli, Marco Grangetto |
| 2022 | Illumination-Aware Style Transfer for Image Harmonization. | Teng Ren, Haitao Zhang |
| 2022 | Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification. | Flix Remigereau, Djebril Mekhazni, Sajjad Abdoli, Le Thanh Nguyen-Meidine, Rafael M. O. Cruz, Eric Granger |
| 2022 | Combining Non-Data-Adaptive Transforms for OCT Image Denoising by Iterative Basis Pursuit. | Raha Razavi, Hossein Rabbani, Gerlind Plonka |
| 2022 | Crowd-Powered Face Manipulation Detection: Fusing Human Examiner Decisions. | Christian Rathgeb, Robert Nichols, Mathias Ibsen, Pawel Drozdowski, Christoph Busch |
| 2022 | Maximum Likelihood Surface Profilometry Via Optical coherence Tomography. | Joshua Rapp, Hassan Mansour, Petros Boufounos, Philip V. Orlik, Toshiaki Koike-Akino, Kieran Parsons |