"neural representations" Papers
13 papers found
Conference
Bridging Critical Gaps in Convergent Learning: How Representational Alignment Evolves Across Layers, Training, and Distribution Shifts
Chaitanya Kapoor, Sudhanshu Srivastava, Meenakshi Khosla
NEURIPS 2025arXiv:2502.18710
1
citations
Connecting Neural Models Latent Geometries with Relative Geodesic Representations
Hanlin Yu, Berfin Inal, Georgios Arvanitidis et al.
NEURIPS 2025arXiv:2506.01599
2
citations
Disentangling Representations through Multi-task Learning
Pantelis Vafidis, Aman Bhargava, Antonio Rangel
ICLR 2025arXiv:2407.11249
5
citations
Finding Shared Decodable Concepts and their Negations in the Brain
Cory Efird, Alex Murphy, Joel Zylberberg et al.
ICLR 2025arXiv:2405.17663
5
citations
Formation of Representations in Neural Networks
Liu Ziyin, Isaac Chuang, Tomer Galanti et al.
ICLR 2025arXiv:2410.03006
12
citations
Geometry Distributions
Biao Zhang, Jing Ren, Peter Wonka
ICCV 2025highlightarXiv:2411.16076
LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale
Miran Özdogan, Gilad Landau, Gereon Elvers et al.
NEURIPS 2025arXiv:2506.02098
7
citations
Range, not Independence, Drives Modularity in Biologically Inspired Representations
Will Dorrell, Kyle Hsu, Luke Hollingsworth et al.
ICLR 2025arXiv:2410.06232
4
citations
DreamMover: Leveraging the Prior of Diffusion Models for Image Interpolation with Large Motion
Liao Shen, Tianqi Liu, Huiqiang Sun et al.
ECCV 2024arXiv:2409.09605
13
citations
Estimating Shape Distances on Neural Representations with Limited Samples
Dean Pospisil, Brett Larsen, Sarah Harvey et al.
ICLR 2024arXiv:2310.05742
5
citations
Hybrid Neural Representations for Spherical Data
Hyomin Kim, Yunhui Jang, Jaeho Lee et al.
ICML 2024oralarXiv:2402.05965
3
citations
TC4D: Trajectory-Conditioned Text-to-4D Generation
Sherwin Bahmani, Xian Liu, Wang Yifan et al.
ECCV 2024arXiv:2403.17920
66
citations
When Representations Align: Universality in Representation Learning Dynamics
Loek van Rossem, Andrew Saxe
ICML 2024arXiv:2402.09142
8
citations