We address multi-target domain adaptation (MTDA), where given one labeled source dataset and multiple unlabeled target datasets that differ in data distributions, the task is to learn a robust predictor for all the target domains. We identify two key aspe... read more of Curriculum Graph Co-Teaching for Multi-target Domain Adaptation

A novel approach for class-iNCD which prevents forgetting of past information about the base classes by jointly exploiting base class feature prototypes and feature-level knowledge distillation. read more of class-incremental Novel Class Discovery

A novel Bipartite Graph Reasoning GAN (BiGraphGAN) for the challenging person image generation task. read more of Bipartite Graph Reasoning GANs for Person Pose and Facial Image Synthesis

A Pytorch-based batch-efficient ED solver for small and medium matrices (dim<32), which is dedicated to the application scenarios of computer vision. read more of Batch-efficient EigenDecomposition for Small and Medium Matrices

An augmentation-free unsupervised approach for point clouds to learn transferable point-level features via soft clustering, (SoftClu). read more of Augmentation-free unsupervised approach for point clouds

A new Attention-Guided Generative Adversarial Network (AttentionGAN) for the unpaired image to image translation task. read more of AttentionGAN: Unpaired Image-to-Image Translation

The asset proposed a 3D-aware Semantic-Guided Generative Model (3D-SGAN) for human image synthesis, which combines a Generative Neural Radiance Field (GNeRF) with a texture generator. Without requiring additional 3D information, our model can learn 3D hum... read more of 3D-Aware Semantic-Guided Generative Model for Human Synthesis

The Security Bootstrapping services and resources have been developed in order to support the AI4Copernicus project’s open calls by reduce the time and resources of the bidders in the data preparation and allowing them to focus on the development of innov... read more of AI4Copernicus – Sentinel-2 Pre-processing (Security Bootstrapping services)

The Security Bootstrapping services and resources have been developed in order to support the AI4Copernicus project’s open calls by reducing the time and resources of the bidders in the data preparation and allowing them to focus on the development of inn... read more of AI4Copernicus – Sentinel-2 Change Detection (Security Bootstrapping services)

The Security Bootstrapping services and resources have been developed in order to support the AI4Copernicus project’s open calls by reducing the time and resources of the bidders in the data preparation and allowing them to focus on the development of inn... read more of AI4Copernicus – Sentinel-1 SLC Pre-processing (Security Bootstrapping services)