Publications

866 results for Foundation Models

ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Stefan Zecevic
  - et al.
- 2024
- Humboldt Colloquium US 2024
Talk
Geospatial AI foundation models for Climate change discovery
- - Julian Kuehnert
- 2024
- AMLD EPFL 2024
Invited talk
Domain Adaptation for Time series Transformers using One-step fine-tuning
- - Subina Khanal
  - Seshu Tirupathi
  - et al.
- 2024
- AAAI 2024
Workshop paper
Generalized Planning in PDDL Domains with Pretrained Large Language Models
- - Tom Silver
  - Soham Dan
  - et al.
- 2024
- AAAI 2024
Conference paper
A Multi-View approach based on Graphs and Chemical Language Foundation Model for Molecular Properties Prediction
- - Eduardo Almeida Soares
  - Akihiro Kishimoto
  - et al.
- 2024
- AAAI 2024
Workshop paper
Neuro-Symbolic Learning and Reasoning in the era of Large Language Models (NuCLeaR)
- - Asim Munawar
  - Elham Barezi
  - et al.
- 2024
- AAAI 2024
Workshop
Harnessing Large Language Models for Planning: A Lab on Strategies for Success and Mitigation of Pitfalls
- - Vishal Pallagani
  - Keerthiram Murugesan
  - et al.
- 2024
- AAAI 2024
Tutorial
Beyond Human Creativity: A Tutorial on Advancements in AI Generated Content
- - Bang Liu
  - Yu Chen
  - et al.
- 2024
- AAAI 2024
Tutorial
Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- - Sijia Liu
  - Tianlong Chen
  - et al.
- 2024
- AAAI 2024
Tutorial
A Software-Assisted Peak Current Regulation Scheme to Improve Power-Limited Inference Performance in a 5nm AI SoC
- - Monodeep Kar
  - Joel Silberman
  - et al.
- 2024
- ISSCC 2024
Conference paper