Publications

696 results for Foundation Models

Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching
- - Tim Kaler
  - Alexandros-stavros Iliopoulos
  - et al.
- 2023
- MLSys 2023
Parameter-Efficient Learning for Speech and Language Processing: Adapters, Prompts, and Reprogramming
- - Pin-Yu Chen
  - Hung-yi Lee
  - et al.
- 2023
- ICASSP 2023
A new era of collaborative experimentation enabled by multi-cloud and AI foundation models
- - Patrick Ruch
  - Alain Vaucher
  - et al.
- 2023
- Future Labs Live 2023
A New Frontier for Hopfield Networks
- - Dmitry Krotov
- 2023
- Nature Reviews Physics
A Theoretical Understanding of Shallow Vision Transformers: Learning, Generalization, and Sample Complexity
- - Hongkang Li
  - Meng Weng
  - et al.
- 2023
- ICLR 2023
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
- - Naomi Simumba
  - Michiaki Tatsubori
- 2023
- EGU 2023