A list of papers that studies Novel Class Discovery
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Updated
May 14, 2024
A list of papers that studies Novel Class Discovery
Code release for Your “On-the-fly Category Discovery (CVPR 2023)”
"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)
[CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery
Code for our CVPR 2024 paper "Active Generalized Category Discovery"
Implementation of the paper "A Method for Discovering Novel Classes in Tabular Data". Published in ICKG 2022.
Web interface to interact with various clustering and novel class discovery algorithms and visualize their results. Published in ECML PKDD 2023, Demo Track.
Overview of visual novel category discovery (or novel class discovery, NCD) methods.
Python library proposing an ensemble of tools for the Machine Learning problem of Novel Class Discovery.
Testing AutoNovel and UNO novel-class-discovery techniques to assess their prerformances under different settings. Plot of tSNE to evaluate clustering capabilities for known and new classes
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