Matthias De Lange

Hanwha Techwin (South Korea) — South Korea

Computer Science · Physical Sciences

7h-index549citations22works0.52yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(16), Multimodal Machine Learning Applications(5), Machine Learning and Data Classification(5), Human Pose and Action Recognition(4), COVID-19 diagnosis using AI(3)

Publications22 total

TalentCLEF 2026 corpus: Skill and Job Title Intelligence for Human Capital Management
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Unified Work Embeddings: Contrastive Learning of a Bidirectional Multi-task Ranker
arXiv (Cornell University)·2025Open Access
Towards Open-World Gesture Recognition
2024
Towards Open-World Gesture Recognition
arXiv (Cornell University)·2024· 2 citedOpen Access
Multiscale Video Pretraining for Long-Term Activity Forecasting
arXiv (Cornell University)·2023Open Access
EgoAdapt: A multi-stream evaluation study of adaptation to real-world egocentric user video
arXiv (Cornell University)·2023Open Access
CLAD: A realistic Continual Learning benchmark for Autonomous Driving
Neural Networks·2023· 44 citedOpen Access
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding
arXiv (Cornell University)·2022· 7 citedOpen Access
CLAD: A realistic Continual Learning benchmark for Autonomous Driving
arXiv (Cornell University)·2022Open Access
Continual evaluation for lifelong learning: Identifying the stability gap
arXiv (Cornell University)·2022· 7 citedOpen Access
Re-examining Distillation For Continual Object Detection
arXiv (Cornell University)·2022· 5 citedOpen Access
Rehearsal revealed: The limits and merits of revisiting samples in continual learning
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 2 citedOpen Access
Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 178 citedOpen Access
Avalanche: an End-to-End Library for Continual Learning
2021· 6 citedOpen Access
Rehearsal revealed: The limits and merits of revisiting samples in\n continual learning
arXiv (Cornell University)·2021Open Access
Avalanche: An end-to-end library for continual learning
CINECA IRIS Institutial research information system (University of Pisa)·2021· 120 citedOpen Access
Continual Prototype Evolution: Learning Online from Non-Stationary Data\n Streams
arXiv (Cornell University)·2020Open Access
Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams
arXiv (Cornell University)·2020Open Access
Unsupervised Model Personalization While Preserving Privacy and Scalability: An Open Problem
2020· 15 citedOpen Access
Unsupervised Model Personalization while Preserving Privacy and\n Scalability: An Open Problem
arXiv (Cornell University)·2020· 1 citedOpen Access
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Frequent Co-authors

Tinne Tuytelaars(14), Sarah Parisot(6), Eli Verwimp(5), Marc Masana(3), Aleš Leonardis(3), Greg Slabaugh(3), Vincenzo Lomonaco(3), Lorenzo Pellegrini(3), Antonio Carta(3), Gido M. van de Ven(3), Kuo Yang(3), Steven McDonagh(3), Eduardo Pérez-Pellitero(3), Jia Xu(2), Andrea Cossu(2), Gabriele Graffieti(2), Tyler L. Hayes(2), Jary Pomponi(2), Martin Mundt(2), Qi She(2)