Publications

683 results for Foundation Models

Activity Recognition in Scientific Experimentation using Multimodal Visual Encoding
- - Gianmarco Gabrieli
  - Irina Espejo Morales
  - et al.
- 2024
- Digital Discovery
Foundation models for the electric power grid
- - Hendrik F. Hamann
  - Blazhe Gjorgiev
  - et al.
- 2024
- Joule
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
- - Vijay E
  - Arindam Jati
  - et al.
- 2024
- NeurIPS 2024
Multi-Scale Representation Learning for Protein Fitness Prediction
- - Zuobai Zhang
  - Pascal Notin
  - et al.
- 2024
- NeurIPS 2024
Abductive Reasoning in Logical Credal Networks
- - Radu Marinescu
  - Junkyu Lee
  - et al.
- 2024
- NeurIPS 2024
Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - et al.
- 2024
- NeurIPS 2024
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
- - Irene Huang
  - Wei Lin
  - et al.
- 2024
- NeurIPS 2024
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
- - Xiaomeng Xu
  - Pin-Yu Chen
  - et al.
- 2024
- NeurIPS 2024
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
- - Zhaitang Li
  - Pin-Yu Chen
  - et al.
- 2024
- NeurIPS 2024
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
- - Gabriel Rioux
  - Apoorva Nitsure
  - et al.
- 2024
- NeurIPS 2024