A Theoretical Understanding of Shallow Vision Transformers: Learning, Generalization, and Sample Complexity
- Hongkang Li
- Meng Weng
- et al.
- 2023
- ICLR 2023
Publications
821 results for Foundation Models
Long Range Language Modeling via Gated State Spaces
- Harsh Mehta
- Ankit Gupta
- et al.
- 2023
- ICLR 2023
Physics-Constrained Deep Learning for Downscaling
- Paula Harder
- Venkatesh Ramesh
- et al.
- 2023
- EGU 2023
Convex Bounds on the Softmax Function with Applications to Robustness Verification
- Dennis Wei
- Haoze Wu
- et al.
- 2023
- AISTATS 2023
Establishing a Geospatial Discovery Network with efficient discovery and modeling services in multi-cloud environments
- Campbell Watson
- Hendrik Hamann
- et al.
- 2023
- EGU 2023
Adapting Transfer Learning for Multiple Channels in Satellite Data Applications
- 2023
- EGU 2023
Regression Transformer enables concurrent sequence regression and generation for molecular language modelling
- Jannis Born
- Matteo Manica
- 2023
- Nature Machine Intelligence
A Banal Account of a Safety-Creativity Tradeoff in Generative AI
- Kush Varshney
- Lav Varshney
- 2023
- IUI 2023
Modern Hopfield Networks in AI and Neurobiology
- Dmitry Krotov
- 2023
- APS March Meeting 2023
Automating and Accelerating Scientific Discovery – Continuous and Discontinuous Experimentation Setups for Polymer Research and High-Quality Dataset Generation
- 2023
- MaRDA 2023