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Tag: synthetic-data
12 items with this tag.
May 28, 2026
Aionoscope Manifold Reconstruction Benchmark
idea
aionoscope
benchmark
manifold-learning
representation-learning
time-series
synthetic-data
latent-state
May 22, 2026
TSL-JEPA
idea
jepa
time-series
selective-decoding
structured-output
synthetic-data
May 18, 2026
CauKer: Classification Time Series Foundation Models Can Be Pretrained On Synthetic Data Only
time-series
synthetic-data
causality
May 18, 2026
ChatTS: Aligning Time Series With LLMs Via Synthetic Data For Enhanced Understanding And Reasoning
time-series
synthetic-data
multimodal
May 18, 2026
Chronos-2: From Univariate to Universal Forecasting
time-series
foundation-models
forecasting
in-context-learning
synthetic-data
May 18, 2026
MantisV2: Closing the Zero-Shot Gap in Time Series Classification with Synthetic Data and Test-Time Strategies
time-series
classification
synthetic-data
May 18, 2026
Reverso: Efficient Time Series Foundation Models for Zero-shot Forecasting
time-series
foundation-models
forecasting
linear-rnns
synthetic-data
May 18, 2026
T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models
time-series
text-conditioned-time-series
generation
diffusion
flow-matching
synthetic-data
May 18, 2026
TabPFN-3: Technical Report
tabular-data
foundation-models
in-context-learning
synthetic-data
time-series
May 18, 2026
Accurate predictions on small data with a tabular foundation model
tabular-data
foundation-models
in-context-learning
synthetic-data
May 18, 2026
TempoPFN: Synthetic Pre-training of Linear RNNs for Zero-shot Time Series Forecasting
time-series
foundation-models
forecasting
synthetic-data
linear-rnns
May 18, 2026
Synthetic Data For Time Series
synthetic-data
time-series