Publications

683 results for Foundation Models

Towards Unbiased Evaluation of Time-series Anomaly Detector
- - Debarpan Bhattacharyya
  - Sumanta Mukherjee
  - et al.
- 2024
- NeurIPS 2024
Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream Tasks
- - Victor Shirasuna
  - Eduardo Almeida Soares
  - et al.
- 2024
- NeurIPS 2024
Memorization to Generalization: The Emergence of Diffusion Models from Associative Memory
- - Bao Pham
  - Gabriel Raya
  - et al.
- 2024
- NeurIPS 2024
Multi-View Mixture-of-Experts for Predicting Molecular Properties Using SMILES, SELFIES, and Graph-Based Representations
- - Eduardo Almeida Soares
  - Indra Priyadarsini S
  - et al.
- 2024
- NeurIPS 2024
Fine-Tuned MLP-Mixers as data-driven Numerical Surrogates?
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 2024
- NeurIPS 2024
Towards Using Large Language Models and Deep Reinforcement Learning for Inertial Fusion Energy
- - Vadim Elisseev
  - Max Esposito
  - et al.
- 2024
- NeurIPS 2024
Automating Thought of Search: A Journey Towards Soundness and Completeness
- - Daniel Cao
  - Michael Katz
  - et al.
- 2024
- NeurIPS 2024
Thought of Search: Planning with Language Models Through The Lens of Efficiency
- - Michael Katz
  - Harsha Kokel
  - et al.
- 2024
- NeurIPS 2024
SocialStigmaQA Spanish and Japanese - Towards Multicultural Adaptation of Social Bias Benchmarks
- - Clara Higuera Cabañes
  - Ryo Iwaki
  - et al.
- 2024
- NeurIPS 2024
Consistency-based Black-box Uncertainty Quantification for Text-to-SQL
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2024
- NeurIPS 2024