Jianmin Wang

28

Papers

87

Total Citations

Papers (28)

Sundial: A Family of Highly Capable Time Series Foundation Models

Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries

CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding

TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling

Timer: Generative Pre-trained Transformers Are Large Time Series Models

HarmonyDream: Task Harmonization Inside World Models

Transolver: A Fast Transformer Solver for PDEs on General Geometries

HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction

Progressive Adversarial Networks for Fine-Grained Domain Adaptation

Regressive Domain Adaptation for Unsupervised Keypoint Detection

MotionRNN: A Flexible Model for Video Prediction With Spacetime-Varying Motions

Transferable Query Selection for Active Domain Adaptation

Open Domain Generalization with Domain-Augmented Meta-Learning

MetaSets: Meta-Learning on Point Sets for Generalizable Representations

Learning to Detect Open Classes for Universal Domain Adaptation

Minimum Class Confusion for Versatile Domain Adaptation

Stochastic Normalization

Co-Tuning for Transfer Learning

Transferable Calibration with Lower Bias and Variance in Domain Adaptation

NeurIPS 2020arXiv

Learning to Adapt to Evolving Domains

Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting

NeurIPS 2021arXiv

Cycle Self-Training for Domain Adaptation

NeurIPS 2021arXiv

Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting

NeurIPS 2022arXiv

Supported Policy Optimization for Offline Reinforcement Learning

NeurIPS 2022arXiv

Debiased Self-Training for Semi-Supervised Learning

NeurIPS 2022arXiv

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

NeurIPS 2022arXiv

Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors

NeurIPS 2023arXiv

SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling

NeurIPS 2023arXiv