Publications

1615 results for Machine Learning

From RNNs to Transformers: benchmarking deep learning architectures for hydrologic prediction
- - Jiangtao Liu
  - Chaopeng Shen
  - et al.
- 2025
- Hydrology and Earth System Sciences
Paper
How to build machine learning models able to extrapolate from standard to modified peptides
- - Raúl Fernández Díaz
  - Rodrigo Ochoa
  - et al.
- 2025
- Journal of Cheminformatics
Paper
UniAVLM: Unified Large Audio-Visual Language Models for Comprehensive Video Understanding
- - Lecheng Yan
  - Chenyang Lyu
  - et al.
- 2025
- PRICAI 2025
Conference paper
Pioneering Time Series Foundation Models with Tiny-Scale Architectures
- - Tomoya Sakai
- 2025
- IBISML 2025
Invited talk
Robust Pre-Training of Time-Series Foundation Models
- - Takayuki Katsuki
  - Tomoya Sakai
  - et al.
- 2025
- IBISML 2025
Poster
Early Classification method with Time-series Foundation Models
- - Shingo Higashiguchi
  - Takayuki Katsuki
  - et al.
- 2025
- IBISML 2025
Poster
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
- - Changsheng Wang
  - Chongyu Fan
  - et al.
- 2025
- EMNLP 2025
Conference paper
DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers
- - Navve Wasserman
  - Oliver Heinimann
  - et al.
- 2025
- EMNLP 2025
Conference paper
Finding Probably Approximate Optimal Solutions by Training to Estimate the Optimal Values of Subproblems
- - Nimrod Megiddo
  - Segev Wasserkrug
  - et al.
- 2025
- arXiv
Paper
Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning
- - Radu Marinescu
  - Elizabeth Daly
  - et al.
- 2025
- ECAI 2025
Conference paper