iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning

T Fischer, Y Liu, A Jesslen, N Ahmed, P Kaushik… - … on Computer Vision, 2024 - Springer
Different from human nature, it is still common practice today for vision tasks to train deep
learning models only initially and on fixed datasets. A variety of approaches have recently …

Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos

L Sommer, A Jesslen, E Ilg… - Proceedings of the …, 2024 - openaccess.thecvf.com
Category-level 3D pose estimation is a fundamentally important problem in computer vision
and robotics eg for embodied agents or to train 3D generative models. However so far …