Publications

1593 results for Machine Learning

Enabling Accurate and Interpretable Property Prediction with TDiMS in Large Molecules
- - Lisa Hamada
  - Akihiro Kishimoto
  - et al.
- 2025
- NeurIPS 2025
SemCLIP: A Semantic Memory-Aligned Vision Language Model
- - Tanveer Syeda-Mahmood
  - Niharika DSouza
  - et al.
- 2025
- NeurIPS 2025
Contextual Bandits for Large-Scale Structured Discrete Constrained Optimization Problems
- - Pavithra Harsha
  - Chitra Subramanian
  - et al.
- 2025
- NeurIPS 2025
FlowState: Sampling-Rate Invariant Time Series Foundation Model with Dynamic Forecasting Horizons
- - Lars Graf
  - Thomas Bohnstingl
  - et al.
- 2025
- NeurIPS 2025
A foundation model with multi-variate parallel attention to generate neuronal activity
- - Francesco Carzaniga
  - Michael Hersche
  - et al.
- 2025
- NeurIPS 2025
From Descriptions to Chemical Hazards: Predicting Persistence, Bioaccumulation, and Toxicity from Natural Language Using LLMs
- - Sarath Swaminathan
  - Nathaniel Park
  - et al.
- 2025
- NeurIPS 2025
MermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram Generation
- - Basel Shbita
  - Farhan Ahmed
  - et al.
- 2025
- NeurIPS 2025
When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
- - Aladin Djuhera
  - Farhan Ahmed
  - et al.
- 2025
- NeurIPS 2025
Hamiltonian Monte Carlo with asymmetrical momentum distributions
- - Soumyadip Ghosh
  - Yingdong Lu
  - et al.
- 2025
- Physica D: Nonlinear Phenomena
From RNNs to Transformers: benchmarking deep learning architectures for hydrologic prediction
- - Jiangtao Liu
  - Chaopeng Shen
  - et al.
- 2025
- Hydrology and Earth System Sciences