Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks
- Mohammed Nowaz Rabbani Chowdhury
- Shuai Zhang
- et al.
- 2023
- ICML 2023
Publications
810 results for Foundation Models
Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models For Natural Hazard Segmentation
- Johannes Jakubik
- Michal Muszynski
- et al.
- 2023
- IGARSS 2023
pNLP-Mixer: an Efficient all-MLP Architecture for Language
- 2023
- ACL 2023
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering
- Ella Neeman
- Roee Aharoni
- et al.
- 2023
- ACL 2023
DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications
- Adam Ivankay
- Mattia Rigotti
- et al.
- 2023
- ACL 2023
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models
- Myles Foley
- Ambrish Rawat
- et al.
- 2023
- ACL 2023
In and Out-of-Domain Text Adversarial Robustness via Label Smoothing
- Yahan Yang
- Soham Dan
- et al.
- 2023
- ACL 2023
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
- Keerthiram Murugesan
- Sarathkrishna Swaminathan
- et al.
- 2023
- ACL 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models
- Bc Kwon
- Nandana Mihindukulasooriya
- 2023
- ACL 2023
Keeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and Models
- Ioana Baldini Soares
- Chhavi Yadav
- et al.
- 2023
- ACL 2023