FETA: Towards Specializing Foundational Models for Expert Task Applications
- Amit Alfassy
- Assaf Arbelle
- et al.
- 2022
- NeurIPS 2022
Conference paper
Publications
1615 results for Machine Learning
Self-Supervised Multi-Granularity Map Learning for Vision-and-Language Navigation
- Peihao Chen
- Dongyu Ji
- et al.
- 2022
- NeurIPS 2022
Conference paperApproximate Euclidean lengths and distances beyond Johnson-Lindenstrauss
- Aleksandros Sobczyk
- Mathieu Luisier
- 2022
- NeurIPS 2022
Conference paperProcedural Image Programs for Representation Learning
- Manel Baradad
- Chun Fu Chen
- et al.
- 2022
- NeurIPS 2022
Conference paperUnderstanding Benign Overfitting in Gradient-based Meta Learning
- Lisha Chen
- Songtao Lu
- et al.
- 2022
- NeurIPS 2022
Conference paperAdvancing Model Pruning via Bi-level Optimization
- Yihua Zhang
- Yuguang Yao
- et al.
- 2022
- NeurIPS 2022
Conference paperAUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
- Krishnateja Killamsetty
- Guttu Sai Abhishek
- et al.
- 2022
- NeurIPS 2022
Conference paperContinual Learning In Environments With Polynomial Mixing Times
- Matthew Riemer
- Sharath Chandra Raparthy
- et al.
- 2022
- NeurIPS 2022
Conference paperHierarchical Lattice Layer for Partially Monotone Neural Networks
- Hiroki Yanagisawa
- Kohei Miyaguchi
- et al.
- 2022
- NeurIPS 2022
Conference paperPainPoints: A Framework for Language-based Detection of Chronic Pain and Expert-Collaborative Text-Summarization
- Shreyas Fadnavis
- Amit Dhurandhar
- et al.
- 2022
- ML4H 2022
Short paper