conftrace_

classifier weight

14 papers

Explore in graph

Co-occurring keywords

neural collapse (51) feature learning (1311) class imbalance (555) representation learning (6206) evolving domain (5) feature representation (505) feature embedding (312) knowledge transfer (648) transfer learning (5449) domain generalization (1522)

Papers

Space Alignment Matters: The Missing Piece for Inducing Neural Collapse in Long-Tailed Learning AAAI 2026
GOAL: Geometrically Optimal Alignment for Continual Generalized Category Discovery AAAI 2026
Expanding the Category of Classifiers with LLM Supervision IJCAI 2025
Out-of-Distribution Detection with Prototypical Outlier Proxy AAAI 2025
EvoCL: Continual Learning over Evolving Domains WACV 2025
Connecting Giants: Synergistic Knowledge Transfer of Large Multimodal Models for Few-Shot Learning IJCAI 2025
Neural Collapse To Multiple Centers For Imbalanced Data NIPS 2024
Understanding Representation of Deep Equilibrium Models from Neural Collapse Perspective NIPS 2024
Weight Diffusion for Future: Learn to Generalize in Non-Stationary Environments NIPS 2024
Guiding Neural Collapse: Optimising Towards the Nearest Simplex Equiangular Tight Frame NIPS 2024
Understanding Imbalanced Semantic Segmentation Through Neural Collapse CVPR 2023
Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity ICCV 2023
Imbalance Trouble: Revisiting Neural-Collapse Geometry NIPS 2022
TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning CVPR 2020