Publications

1574 results for Machine Learning

Automated Structure Elucidation at Human-Level Accuracy via a Multimodal Multitask Language Model
- - Marvin Alberts
  - Nina Hartrampf
  - 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
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
UniAVLM: Unified Large Audio-Visual Language Models for Comprehensive Video Understanding
- - Lecheng Yan
  - Chenyang Lyu
  - et al.
- 2025
- PRICAI 2025
Pioneering Time Series Foundation Models with Tiny-Scale Architectures
- - Tomoya Sakai
- 2025
- IBISML 2025
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
- - Changsheng Wang
  - Chongyu Fan
  - et al.
- 2025
- EMNLP 2025
DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers
- - Navve Wasserman
  - Oliver Heinimann
  - et al.
- 2025
- EMNLP 2025
Finding Probably Approximate Optimal Solutions by Training to Estimate the Optimal Values of Subproblems
- - Nimrod Megiddo
  - Segev Wasserkrug
  - et al.
- 2025
- arXiv
Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning
- - Radu Marinescu
  - Elizabeth Daly
  - et al.
- 2025
- ECAI 2025