The 2nd Workshop on New Frontiers in Adversarial Machine Learning
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2023
- ICML 2023
Workshop
Publications
843 results for Foundation Models
Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction
- Minghao Guo
- Veronika Thost
- et al.
- 2023
- ICML 2023
Conference paperWhich Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression
- Yihao Xue
- Siddharth Joshi
- et al.
- 2023
- ICML 2023
Conference paperSimple Disentanglement of Style and Content in Visual Representations
- Lilian Ngweta
- Subha Maity
- et al.
- 2023
- ICML 2023
Conference paperPatch-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
Conference paperToward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models For Natural Hazard Segmentation
- Johannes Jakubik
- Michal Muszynski
- et al.
- 2023
- IGARSS 2023
Conference paperpNLP-Mixer: an Efficient all-MLP Architecture for Language
- 2023
- ACL 2023
Conference paperMatching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models
- Myles Foley
- Ambrish Rawat
- et al.
- 2023
- ACL 2023
Conference paperDisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering
- Ella Neeman
- Roee Aharoni
- et al.
- 2023
- ACL 2023
Conference paperDARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications
- Adam Ivankay
- Mattia Rigotti
- et al.
- 2023
- ACL 2023
Conference paper