2025 "feature learning" Papers
8 papers found
Do Mice Grok? Glimpses of Hidden Progress in Sensory Cortex
Tanishq Kumar, Blake Bordelon, Cengiz Pehlevan et al.
ICLR 2025poster
1
citations
From Linear to Nonlinear: Provable Weak-to-Strong Generalization through Feature Learning
Junsoo Oh, Jerry Song, Chulhee Yun
NeurIPS 2025posterarXiv:2510.24812
2
citations
How Data Mixing Shapes In-Context Learning: Asymptotic Equivalence for Transformers with MLPs
Samet Demir, Zafer Dogan
NeurIPS 2025posterarXiv:2510.25753
Learning Hierarchical Polynomials of Multiple Nonlinear Features
Hengyu Fu, Zihao Wang, Eshaan Nichani et al.
ICLR 2025posterarXiv:2411.17201
3
citations
On the Feature Learning in Diffusion Models
Andi Han, Wei Huang, Yuan Cao et al.
ICLR 2025posterarXiv:2412.01021
13
citations
Revisiting Residual Connections: Orthogonal Updates for Stable and Efficient Deep Networks
Giyeong Oh, Woohyun Cho, Siyeol Kim et al.
NeurIPS 2025posterarXiv:2505.11881
The Computational Advantage of Depth in Learning High-Dimensional Hierarchical Targets
Yatin Dandi, Luca Pesce, Lenka Zdeborová et al.
NeurIPS 2025spotlight
TS-MOF: Two-Stage Multi-Objective Fine-tuning for Long-Tailed Recognition
Zhe Zhao, Zhiheng Gong, Pengkun Wang et al.
NeurIPS 2025poster