Publications

699 results for Foundation Models

MaxCorrMGNN: A Multi-Graph Neural Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction
- - Niharika DSouza
  - Hongzhi Wang
  - et al.
- 2023
- ICML 2023
Winning a Competition of Satellite Image Analysis
- - Daiki Kimura
  - Tatsuya Ishikawa
  - et al.
- 2023
- MIRU 2023
Probabilistic Attention-to-Influence Neural Models for Event Sequences
- - Xiao Shou
  - Debarun Bhattacharjya
  - et al.
- 2023
- ICML 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling
- - Dimitrios Christofidellis
  - Giorgio Giannone
  - et al.
- 2023
- ICML 2023
On Robustness-Accuracy Characterization of Large Language Models using Synthetic Datasets
- - Ching-yun Ko
  - Pin-Yu Chen
  - et al.
- 2023
- ICML 2023
The 2nd Workshop on New Frontiers in Adversarial Machine Learning
- - Sijia Liu
  - Pin-Yu Chen
  - et al.
- 2023
- ICML 2023
Simple Disentanglement of Style and Content in Visual Representations
- - Lilian Ngweta
  - Subha Maity
  - et al.
- 2023
- ICML 2023
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
Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction
- - Minghao Guo
  - Veronika Thost
  - et al.
- 2023
- ICML 2023
Which 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