Picture for Yang Shu

Yang Shu

MultiRC: Joint Learning for Time Series Anomaly Prediction and Detection with Multi-scale Reconstructive Contrast

Add code
Oct 21, 2024
Viaarxiv icon

FoundTS: Comprehensive and Unified Benchmarking of Foundation Models for Time Series Forecasting

Add code
Oct 15, 2024
Figure 1 for FoundTS: Comprehensive and Unified Benchmarking of Foundation Models for Time Series Forecasting
Figure 2 for FoundTS: Comprehensive and Unified Benchmarking of Foundation Models for Time Series Forecasting
Figure 3 for FoundTS: Comprehensive and Unified Benchmarking of Foundation Models for Time Series Forecasting
Figure 4 for FoundTS: Comprehensive and Unified Benchmarking of Foundation Models for Time Series Forecasting
Viaarxiv icon

ROSE: Register Assisted General Time Series Forecasting with Decomposed Frequency Learning

Add code
May 24, 2024
Viaarxiv icon

Pathformer: Multi-scale transformers with Adaptive Pathways for Time Series Forecasting

Add code
Feb 04, 2024
Viaarxiv icon

CLIPood: Generalizing CLIP to Out-of-Distributions

Add code
Feb 02, 2023
Viaarxiv icon

Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models

Add code
Jun 08, 2022
Figure 1 for Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models
Figure 2 for Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models
Figure 3 for Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models
Figure 4 for Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models
Viaarxiv icon

Transferability in Deep Learning: A Survey

Add code
Jan 15, 2022
Figure 1 for Transferability in Deep Learning: A Survey
Figure 2 for Transferability in Deep Learning: A Survey
Figure 3 for Transferability in Deep Learning: A Survey
Figure 4 for Transferability in Deep Learning: A Survey
Viaarxiv icon

Omni-Training for Data-Efficient Deep Learning

Add code
Oct 14, 2021
Figure 1 for Omni-Training for Data-Efficient Deep Learning
Figure 2 for Omni-Training for Data-Efficient Deep Learning
Figure 3 for Omni-Training for Data-Efficient Deep Learning
Figure 4 for Omni-Training for Data-Efficient Deep Learning
Viaarxiv icon

Zoo-Tuning: Adaptive Transfer from a Zoo of Models

Add code
Jun 29, 2021
Figure 1 for Zoo-Tuning: Adaptive Transfer from a Zoo of Models
Figure 2 for Zoo-Tuning: Adaptive Transfer from a Zoo of Models
Figure 3 for Zoo-Tuning: Adaptive Transfer from a Zoo of Models
Figure 4 for Zoo-Tuning: Adaptive Transfer from a Zoo of Models
Viaarxiv icon

Open Domain Generalization with Domain-Augmented Meta-Learning

Add code
Apr 08, 2021
Figure 1 for Open Domain Generalization with Domain-Augmented Meta-Learning
Figure 2 for Open Domain Generalization with Domain-Augmented Meta-Learning
Figure 3 for Open Domain Generalization with Domain-Augmented Meta-Learning
Figure 4 for Open Domain Generalization with Domain-Augmented Meta-Learning
Viaarxiv icon