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Kion Fallah
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Variational Sparse Coding with Learned Thresholding
K Fallah, CJ Rozell
Proceedings of the 39th International Conference on Machine Learning, 2022
112022
Learning Identity-Preserving Transformations on Data Manifolds
M Connor, K Fallah, C Rozell
arXiv preprint arXiv:2106.12096, 2021
62021
Learning sparse codes from compressed representations with biologically plausible local wiring constraints
K Fallah, A Willats, N Liu, C Rozell
Advances in Neural Information Processing Systems 33, 2020
42020
Manifold Contrastive Learning with Variational Lie Group Operators
K Fallah, A Helbling, KA Johnsen, CJ Rozell
arXiv preprint arXiv:2306.13544, 2023
22023
Active Learning of Ordinal Embeddings: A User Study on Football Data
C Löffler, K Fallah, S Fenu, D Zanca, B Eskofier, CJ Rozell, C Mutschler
arXiv preprint arXiv:2207.12710, 2022
22022
Learning to Drive via Asymmetric Self-Play
C Zhang, S Biswas, K Wong, K Fallah, L Zhang, D Chen, S Casas, ...
European Conference on Computer Vision, 149-168, 2025
12025
Manifold Learning of Neural Representations for Efficient Machine Learning Systems
K Fallah
Georgia Institute of Technology, Atlanta, GA, USA, 2024
2024
PrefGen: Preference Guided Image Generation with Relative Attributes
A Helbling, CJ Rozell, M O'Shaughnessy, K Fallah
arXiv preprint arXiv:2304.00185, 2023
2023
Oracle Guided Image Synthesis with Relative Queries
A Helbling, CJ Rozell, M O'Shaughnessy, K Fallah
ICLR Workshop on Deep Generative Models for Highly Structured Data, 2022
2022
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