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Tag: generation
23 items with this tag.
Jul 13, 2026
Time-Series Generation
time-series
generation
synthetic-data
diffusion
foundation-models
Jun 26, 2026
Diffusion Language Models
diffusion-language-models
language-modeling
generation
inference-efficiency
Jun 15, 2026
BRIDGE
entity
time-series
text-conditioned-time-series
generation
Jun 15, 2026
CaTSG
entity
time-series
causal-inference
generation
Jun 15, 2026
Diff-MN
entity
time-series
irregular-time-series
generation
Jun 15, 2026
DiGA
entity
finance
generation
market-simulation
Jun 15, 2026
InvDiff
entity
diffusion
bias-mitigation
generation
Jun 15, 2026
TarDiff
entity
time-series
healthcare
generation
Jun 15, 2026
TimeCraft
entity
time-series
generation
synthetic-data
Jun 15, 2026
TimeDP
entity
time-series
generation
diffusion
Jun 15, 2026
BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling
time-series
text-conditioned-time-series
generation
diffusion
llm-agents
Jun 15, 2026
Causal Time Series Generation via Diffusion Models
time-series
generation
diffusion
causal-inference
counterfactuals
Jun 15, 2026
Diff-MN: Diffusion Parameterized MoE-NCDE for Continuous Time Series Generation with Irregular Observations
time-series
generation
irregular-time-series
continuous-time
diffusion
mixture-of-experts
Jun 15, 2026
Controllable Financial Market Generation with Diffusion Guided Meta Agent
finance
time-series
generation
diffusion
market-simulation
agents
Jun 15, 2026
InvDiff: Invariant Guidance for Bias Mitigation in Diffusion Models
diffusion
bias-mitigation
invariant-learning
generation
Jun 15, 2026
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model
finance
market-simulation
world-models
generation
foundation-models
agents
Jun 15, 2026
MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process
time-series
forecasting
diffusion
probabilistic-forecasting
generation
Jun 15, 2026
TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation
time-series
healthcare
synthetic-data
generation
diffusion
influence-functions
Jun 15, 2026
TimeCraft: A Time Series Generation Framework for Real-World Applications
time-series
generation
synthetic-data
diffusion
microsoft
Jun 15, 2026
TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts
time-series
generation
diffusion
synthetic-data
cross-domain
May 22, 2026
Improved Baselines with Representation Autoencoders
vision
representation-autoencoders
latent-space
generation
world-models
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
TimeOmni-VL: Unified Models For Time Series Understanding And Generation
time-series
multimodal
generation