Publications

821 results for Foundation Models

Challenges in post-training quantization of Vision Transformers
- - Piotr Sebastian Kluska
  - Florian Scheidegger
  - et al.
- 2023
- KDD 2023
Integrating Chemical Language and Physicochemical Features for Enhanced Molecular Property Prediction with Multimodal Language Models
- - Eduardo Almeida Soares
  - Emilio Ashton Vital Brazil
  - et al.
- 2023
- KDD 2023
Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning
- - Derek Cheng
  - Dhaval Patel
  - et al.
- 2023
- KDD 2023
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
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