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feature geometry

7 papers

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Co-occurring keywords · papers mentioning both

neural collapse (3) representation learning (3) transfer learning (2) feature learning (2) classifier weight (1) pre-trained model (1) vision-language model (1) zero-shot classification (1) neural feature extractor (1) knowledge injection (1)

Papers

Injection Without Distortion: Geometrically Constrained Knowledge Enhancement for Vision-Language Models AAAI 2026 Stabilizing Feature Geometry in Noisy Pretrained Models for Robust Downstream Tasks CVPR 2026 Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract) AAAI 2024 Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration NeurIPS 2024 Neural Feature Learning in Function Space JMLR 2024 Understanding Representation of Deep Equilibrium Models from Neural Collapse Perspective NeurIPS 2024 How Far Pre-trained Models Are from Neural Collapse on the Target Dataset Informs their Transferability ICCV 2023