Publications

1464 results for Machine Learning

A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation
- - Tomoya Sakai
  - Haoxiang Qiu
  - et al.
- 2024
- NeurIPS 2024
A TWO-SCALE COMPLEXITY MEASURE FOR DEEP LEARNING MODELS
- - Massimiliano Datres
  - Gian Paolo Leonardi
  - et al.
- 2024
- NeurIPS 2024
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series
- - Giangiacomo Mercatali
  - Andre Freitas
  - et al.
- 2024
- NeurIPS 2024
Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax Optimization
- - Quoc Tran-Dinh
  - Trang H. Tran
  - et al.
- 2024
- NeurIPS 2024
Dense Associative Memory Through the Lens of Random Features
- - Benjamin Hoover
  - Duen Horng Chau
  - et al.
- 2024
- NeurIPS 2024
Probabilistic Federated Prompt-Tuning in Data Imbalance Settings
- - Pei-yau Weng
  - Minh Hoang
  - et al.
- 2024
- NeurIPS 2024
Weak Supervision Performance Evaluation via Partial Identification
- - Felipe Maia Polo
  - Subha Maity
  - et al.
- 2024
- NeurIPS 2024
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
- - Wenzhi Fang
  - Dong-jun Han
  - et al.
- 2024
- NeurIPS 2024
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery
- - Yue Yu
  - Ning Liu
  - et al.
- 2024
- NeurIPS 2024
Distributional Preference Alignment of LLMs via Optimal Transport
- - Igor Melnyk
  - Youssef Mroueh
  - et al.
- 2024
- NeurIPS 2024