Online Continual Learning for Robust Indoor Object Recognition

19 July 2023

Papers citing "Online Continual Learning for Robust Indoor Object Recognition"

10 / 10 papers shown

Title
Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning Kirill Paramonov Mete Ozay Eunju Yang J. Moon Umberto Michieli 56 0 0 28 Jan 2025
Swiss DINO: Efficient and Versatile Vision Framework for On-device Personal Object Search Kirill Paramonov Jia-Xing Zhong Umberto Michieli J. Moon Mete Ozay 42 2 0 10 Jul 2024
Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics Elena Camuffo Umberto Michieli Simone Milani J. Moon Mete Ozay 39 1 0 08 Jul 2024
Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection F. Barbato Umberto Michieli J. Moon Pietro Zanuttigh Mete Ozay 37 2 0 01 Jul 2024
Object-conditioned Bag of Instances for Few-Shot Personalized Instance Recognition Umberto Michieli J. Moon Daehyun Kim Mete Ozay 23 1 0 01 Apr 2024
Continual Learning for Autonomous Robots: A Prototype-based Approach Elvin Hajizada Balachandran Swaminathan Yulia Sandamirskaya CLL 26 1 0 30 Mar 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP Umberto Michieli Mete Ozay VLM 33 2 0 28 Feb 2024
A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation F. Barbato Umberto Michieli Mehmet Karim Yucel Pietro Zanuttigh Mete Ozay 23 2 0 28 Feb 2024
RECALL: Rehearsal-free Continual Learning for Object Classification Markus Wendelin Knauer Maximilian Denninger Rudolph Triebel VLM 33 1 0 29 Sep 2022
A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays Leonardo Ravaglia Manuele Rusci D. Nadalini Alessandro Capotondi Francesco Conti Luca Benini BDL 37 64 0 20 Oct 2021