Open-World Class Discovery with Kernel Networks

Open-World Class Discovery with Kernel Networks

13 December 2020

Andrey Gritsenko

Kaushik R. Chowdhury

Stratis Ioannidis

Jennifer Dy

Papers citing "Open-World Class Discovery with Kernel Networks"

10 / 10 papers shown

Title
Semi-Supervised Learning in the Few-Shot Zero-Shot Scenario Noam Fluss Guy Hacohen D. Weinshall 21 1 0 27 Aug 2023
$$\mathcal{G}^2Pxy$: Generative Open-Set Node Classification on Graphs with Proxy Unknowns$ $\mathcal{G}^2Pxy$ : Generative Open-Set Node Classification on Graphs with Proxy Unknowns Q. Zhang Zelin Shi Xiaolin Zhang Xiaojun Chen Philippe Fournier-Viger Shirui Pan 15 10 0 10 Aug 2023
Novel Categories Discovery Via Constraints on Empirical Prediction Statistics Zahid Hasan A. Faridee Masud Ahmed S. Purushotham H. Kwon Hyungtae Lee Nirmalya Roy 27 0 0 07 Jul 2023
Detecting Novelties with Empty Classes Svenja Uhlemeyer Julian Lienen Eyke Hüllermeier Hanno Gottschalk 16 1 0 30 Apr 2023
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning Zifeng Wang Zheng Zhan Yifan Gong Yucai Shao Stratis Ioannidis Yanzhi Wang Jennifer Dy CLL 52 10 0 30 Apr 2023
Novel Class Discovery: an Introduction and Key Concepts Colin Troisemaine V. Lemaire Stéphane Gosselin Alexandre Reiffers-Masson Joachim Flocon-Cholet Sandrine Vaton 32 21 0 22 Feb 2023
A Method for Discovering Novel Classes in Tabular Data Colin Troisemaine Joachim Flocon-Cholet Stéphane Gosselin Sandrine Vaton Alexandre Reiffers-Masson V. Lemaire 18 6 0 02 Sep 2022
Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network Batool Salehi Guillem Reus-Muns Debashri Roy Zifeng Wang T. Jian Jennifer Dy Stratis Ioannidis Kaushik R. Chowdhury 9 50 0 12 Jan 2022
Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness Zifeng Wang T. Jian A. Masoomi Stratis Ioannidis Jennifer Dy AAML 13 24 0 04 Jun 2021
Towards Discovery and Attribution of Open-world GAN Generated Images Sharath Girish Saksham Suri Saketh Rambhatla Abhinav Shrivastava 45 67 0 10 May 2021