Publications

88 results at NeurIPS 2024

Fine-Tuned MLP-Mixers as data-driven Numerical Surrogates?
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 2024
- NeurIPS 2024
Workshop paper
Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations
- - Satyananda Kashyap
  - Niharika DSouza
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
MemReasoner: A Memory-augmented LLM Architecture for Multi-hop Reasoning
- - Irene Ko
  - Sihui Dai
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Agentic Anomaly Detection for Shipping
- - Alexander Timms
  - Abigail Langbridge
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Memorization to Generalization: The Emergence of Diffusion Models from Associative Memory
- - Bao Pham
  - Gabriel Raya
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature
- - Viviane T. Silva
  - Alexandre Rademaker
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Guaranteeing Conservation Laws with Projection in Physics-Informed Neural Networks
- - Anthony Baez
  - Wang Zhang
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
SELF-BART : A Transformer-based Molecular Representation Model using SELFIES
- - Indra Priyadarsini S
  - Seiji Takeda
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
- - Aamod Khatiwada
  - Harsha Kokel
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Vector Quantization with Sorting Transformation
- - Hongzhi Wang
  - Tanveer Syeda-Mahmood
- 2024
- NeurIPS 2024
Workshop paper