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
Publications
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- Foundation Models
612 results for Foundation Models
Distributional Preference Alignment of LLMs via Optimal Transport
- Igor Melnyk
- Youssef Mroueh
- et al.
- 2024
- NeurIPS 2024
- Topic
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
- Gabriel Rioux
- Apoorva Nitsure
- et al.
- 2024
- NeurIPS 2024
Graph-Transformer-based Surrogate Model for Accelerated Converter Circuit Topology Design
- Shaoze Fan
- Haoshu Lu
- et al.
- 2024
- DAC 2024
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search
- Walter Gerych
- Yara Rizk
- et al.
- 2024
- AAAI 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning
- 2024
- AAAI 2024
Knowledge Enhanced Representation Learning for Drug Discovery
- Thanh Lam Hoang
- Marco Luca Sbodio
- et al.
- 2024
- AAAI 2024
Can LLMs Fix Issues with Reasoning Models? Towards More Likely Models for AI Planning
- Turgay Caglar
- Sirine Belhaj
- et al.
- 2024
- AAAI 2024
Generalized Planning in PDDL Domains with Pretrained Large Language Models
- Tom Silver
- Soham Dan
- et al.
- 2024
- AAAI 2024
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
- Nicolas Menet
- Michael Hersche
- et al.
- 2023
- NeurIPS 2023