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Update TextGCD to ECCV2024 and add a NeurIPS paper (PHE) #89

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Jan 2, 2025
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Update TextGCD to ECCV2024 and add a NeurIPS paper (PHE) #89

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Update TextGCD and add a NeurIPS paper (PHE)
Dec 9, 2024
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Update TextGCD and add a NeurIPS paper (PHE)
HaiyangZheng Dec 9, 2024
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Merge branch 'main' into main
FanZhichen Jan 2, 2025
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3 changes: 2 additions & 1 deletion README.md
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Expand Up @@ -46,11 +46,12 @@ Here, we provide a non-exhaustive list of papers that study NCD.
- Large-scale Pre-trained Models are Surprisingly Strong in Incremental Novel Class Discovery [[paper]](https://arxiv.org/abs/2303.15975) [[code]](https://github.com/OatmealLiu/MSc-iNCD)
- Automatically Discovering Novel Visual Categories with Self-supervised Prototype Learning [[paper]](https://arxiv.org/abs/2208.00979)
- CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery [[paper]](https://arxiv.org/abs/2304.06928)
- Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery [[paper]](https://arxiv.org/abs/2403.07369)


## 2024
- Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery (**NeurIPS** 2024) [[paper]](https://arxiv.org/abs/2410.19213) [[code]](https://github.com/HaiyangZheng/PHE)
- Happy: A Debiased Learning Framework for Continual Generalized Category Discovery (**NeurIPS** 2024) [[paper]](https://arxiv.org/abs/2410.06535) [[code]](https://github.com/mashijie1028/Happy-CGCD)
- Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery (**ECCV** 2024) [[paper]](https://arxiv.org/abs/2403.07369) [[code]](https://github.com/HaiyangZheng/TextGCD)
- SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery (**ECCV** 2024) [[paper]](https://arxiv.org/abs/2408.14371) [[code]](https://github.com/SarahRastegar/SelEx)
- Online Continuous Generalized Category Discovery (**ECCV** 2024) [[paper]](https://arxiv.org/abs/2408.13492) [[code]](https://github.com/KHU-AGI/OCGCD)
- PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery (**ECCV** 2024) [[paper]](https://arxiv.org/abs/2407.19001) [[code]](https://github.com/Visual-AI/PromptCCD)
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