Publications

24417 results for Exploratory Science

Memorization to Generalization: The Emergence of Diffusion Models from Associative Memory
- - Bao Pham
  - Gabriel Raya
  - et al.
- 2024
- NeurIPS 2024
On the role of noise in factorizers for disentangling distributed representations
- - Kumudu Geethan Karunaratne
  - Michael Hersche
  - 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
Towards Using Large Language Models and Deep Reinforcement Learning for Inertial Fusion Energy
- - Vadim Elisseev
  - Max Esposito
  - et al.
- 2024
- NeurIPS 2024
Neuron-Astrocyte Associative Memory
- - Leo Kozachkov
  - Jean-jacques Slotine
  - et al.
- 2024
- NeurIPS 2024
Fine-Tuned MLP-Mixers as data-driven Numerical Surrogates?
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 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
Global Area Sampling for Geospatial Foundation Model
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- AGU 2024
Advanced Physics-AI Models for Rain Enhancement in Arid Regions
- - Lloyd Treinish
  - Mukul Tewari
  - et al.
- 2024
- AGU 2024
Advancing Total Suspended Solids Modeling Using Machine Learning and Remote Sensing Data
- - Subhojit Mandal
  - Poorvitha Kommireddy
  - et al.
- 2024
- AGU 2024