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Alex M. Tseng
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2020 – today
- 2024
- [c2]Masatoshi Uehara, Yulai Zhao, Kevin Black, Ehsan Hajiramezanali, Gabriele Scalia, Nathaniel Lee Diamant, Alex M. Tseng, Sergey Levine, Tommaso Biancalani:
Feedback Efficient Online Fine-Tuning of Diffusion Models. ICML 2024 - [i9]Masatoshi Uehara, Yulai Zhao, Kevin Black, Ehsan Hajiramezanali, Gabriele Scalia, Nathaniel Lee Diamant, Alex M. Tseng, Tommaso Biancalani, Sergey Levine:
Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control. CoRR abs/2402.15194 (2024) - [i8]Masatoshi Uehara, Yulai Zhao, Kevin Black, Ehsan Hajiramezanali, Gabriele Scalia, Nathaniel Lee Diamant, Alex M. Tseng, Sergey Levine, Tommaso Biancalani:
Feedback Efficient Online Fine-Tuning of Diffusion Models. CoRR abs/2402.16359 (2024) - [i7]Alex M. Tseng, Gökcen Eraslan, Tommaso Biancalani, Gabriele Scalia:
A mechanistically interpretable neural network for regulatory genomics. CoRR abs/2410.06211 (2024) - 2023
- [c1]Nathaniel Lee Diamant, Alex M. Tseng, Kangway V. Chuang, Tommaso Biancalani, Gabriele Scalia:
Improving Graph Generation by Restricting Graph Bandwidth. ICML 2023: 7939-7959 - [i6]Nathaniel Diamant, Alex M. Tseng, Kangway V. Chuang, Tommaso Biancalani, Gabriele Scalia:
Improving Graph Generation by Restricting Graph Bandwidth. CoRR abs/2301.10857 (2023) - [i5]Alex M. Tseng, Nathaniel Diamant, Tommaso Biancalani, Gabriele Scalia:
GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion. CoRR abs/2302.03790 (2023) - [i4]Colin A. Grambow, Hayley Weir, Nathaniel L. Diamant, Alex M. Tseng, Tommaso Biancalani, Gabriele Scalia, Kangway V. Chuang:
RINGER: Rapid Conformer Generation for Macrocycles with Sequence-Conditioned Internal Coordinate Diffusion. CoRR abs/2305.19800 (2023) - [i3]Alex M. Tseng, Nathaniel Diamant, Tommaso Biancalani, Gabriele Scalia:
Complex Preferences for Different Convergent Priors in Discrete Graph Diffusion. CoRR abs/2306.02957 (2023) - 2022
- [i2]Max W. Shen, Ehsan Hajiramezanali, Gabriele Scalia, Alex M. Tseng, Nathaniel Diamant, Tommaso Biancalani, Andreas Loukas:
Conditional Diffusion with Less Explicit Guidance via Model Predictive Control. CoRR abs/2210.12192 (2022) - [i1]Alex M. Tseng, Tommaso Biancalani, Max M. Shen, Gabriele Scalia:
Hierarchically branched diffusion models for efficient and interpretable multi-class conditional generation. CoRR abs/2212.10777 (2022)
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