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Source: paper_references, paper_reference_links, observed 2026-08-02T11:33:57.420530Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 0 inbound Pith citation observations for arXiv:2607.22599.
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Source: paper_references, paper_reference_links, observed 2026-08-02T11:33:57.420530Z
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Pith citing papers itemized under the disclosed page cap.
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75 of 75 outbound references displayed
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Observation 3ea544e2-bd69-45f3-8d04-268c3275f9ba · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Recent advances in electricity price forecasting: A review of probabilistic forecasting.Renewable and Sustainable Energy Reviews, 81:1548–1568, 2018
Reference 1
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Observation 3214e29e-09f3-4f15-8733-2bcf9345663a · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Forecasting energy consumption time series using machine learning techniques based on usage patterns of residential householders.Energy, 165:709–726, 2018
Reference 2
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Observation efce1d32-2076-4238-a278-2d60bcacdddd · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Financial time series forecasting model based on ceemdan and lstm.Physica A: Statistical mechanics and its applications, 519:127–139, 2019
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Observation 4ea7886e-a294-452c-b1bf-e8127d14abbc · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Financial time series forecasting-a machine learning approach.Machine Learning and Applications: An International Journal, 4(1/2):3, 2017
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Observation d6046d79-be12-4272-8d99-864ff4a7b084 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Temporal convolutional neural (tcn) network for an effective weather forecasting using time-series data from the local weather station: P
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Observation f855a231-e7df-4587-870e-5e9458af2f41 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Transductive lstm for time-series prediction: An application to weather forecasting.Neural Networks, 125:1–9, 2020
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Deep unsuper- vised learning using nonequilibrium thermodynamics
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Observation 34cab759-5ecd-4ac1-b6b0-dd95afc69a68 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Denoising diffusion probabilistic models
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Observation 2ffbed39-c8c5-46b4-9b0b-3fe580211757 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Score-based generative modeling through stochastic differential equations
Reference 9
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Observation 9417e657-53f4-4c0c-821b-98743dfe828b · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting High- resolution image synthesis with latent diffusion models
Reference 10
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Observation 046676d1-b057-4581-a6b8-3b1e3e4eb17d · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Scalable diffusion models with transformers
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Observation 7e7b9875-c4aa-4753-b0f9-54945236d1a8 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps
Reference 12
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Observation 9c86447b-f966-4c3c-87fd-272146379c88 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting iDesigner: A High-Resolution and Complex-Prompt Following Text-to-Image Diffusion Model for Interior Design
Reference 13
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Observation 9ca676de-f955-441f-b39e-30725fb583ba · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Taiyi-Diffusion-XL: Advancing Bilingual Text-to-Image Generation with Large Vision-Language Model Support
Reference 14
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Observation 57182705-0954-4eb5-8235-9f3991113763 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Diffusion-based decoupled deterministic and uncertain framework for probabilistic multivariate time series forecasting
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Observation 2c0358e0-ce1f-46a7-b4ea-32717362b3aa · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Effective Probabilistic Time Series Forecasting with Fourier Adaptive Noise-Separated Diffusion
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Observation c259f028-0c8a-4025-b915-a87e7a95eafd · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Diffusion Models for Time Series Forecasting: A Survey
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Observation ab2f6a3b-1545-4079-8553-c51ea718dff0 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Conditional denois- ing meets polynomial modeling: A flexible decoupled framework for time series forecasting
Reference 18
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Observation 045c90a5-56df-486b-821d-69d0239fc8bf · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Transformer- modulated diffusion models for probabilistic multivariate time series forecasting
Reference 19
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Observation 27273324-6cec-4545-901f-2da3b39ff39c · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Diffusion networks with task-specific noise control for radiology report generation
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Observation 5e7e15eb-1b70-4c8b-bebb-0d84308dc4de · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Conditional diffusion model with nonlinear data transformation for time series forecasting
Reference 21
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Observation 315f2922-15ee-4588-ba18-a441083cc0be · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Non-stationary diffusion for probabilistic time series forecasting
Reference 22
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Observation 6d94d6f8-a8e7-49af-b6f0-89b9e929b9a3 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting A non-isotropic time series diffusion model with moving average transitions
Reference 23
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Observation 03a52efd-a4da-485b-9253-fb41101c7f00 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Autoregressive denois- ing diffusion models for multivariate probabilistic time series forecasting
Reference 24
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Observation 8be052f6-5586-43e1-95a6-3689c05d2b53 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Stochastic diffusion: A diffusion based model for stochastic time series forecasting
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Observation 11834fc6-c98f-4b2d-9613-2a2f1aed0b02 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Csdi: Conditional score-based diffusion models for probabilistic time series imputation
Reference 26
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Observation 168b9ef5-7321-4491-9910-613172973c5e · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models
Reference 27
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Observation 3f0d3fbc-b1cd-44c7-8287-0925c5fd70b6 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Non-autoregressive conditional diffusion models for time series prediction
Reference 28
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Observation 09c5195e-154f-4fa1-a2e1-c9da17485a70 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Predict, refine, synthesize: Self-guiding diffusion models for probabilistic time series forecasting
Reference 29
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Observation 1382d85d-4bb3-45cb-ba4d-61b161a42992 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Multimodal Conditioned Diffusive Time Series Forecasting
Reference 30
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Observation 1d0d5dad-80e7-4a87-84f3-0633e08be385 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Fusing Large Language Models with Temporal Transformers for Time Series Forecasting
Reference 31
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Observation 27cb9968-3534-474e-98ae-387338412d18 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Multi-resolution diffusion models for time series forecasting
Reference 32
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Observation 67aa981c-b13a-49fc-b2e5-e317924c1172 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Mg-tsd: Multi-granularity time series diffusion models with guided learning process
Reference 33
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Observation 7c4028b6-53fc-4013-ab2f-9e2dcd9d9fb8 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Text Reinforcement for Multimodal Time Series Forecasting
Reference 34
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Observation 36014691-c072-42b8-ba72-f632e95b58dc · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Diffusion-ts: Interpretable diffusion for general time series genera- tion
Reference 35
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Observation a0238a89-d48f-4a64-85e8-4e09db007d51 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Generative time series forecasting with diffusion, denoise, and disentanglement
Reference 36
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Observation 2cadfe15-430a-43a4-a2b6-333aa1e0a0a5 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Retrieval-augmented diffusion models for time series forecasting
Reference 37
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Observation 7802ed1a-09bf-4948-bff2-856540ec4014 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Retrieval- augmented diffusion models
Reference 38
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Observation e8f7c0aa-1e32-4d47-a253-8f2926b2d36c · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Retrieval Based Time Series Forecasting
Reference 39
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Observation 4e22abbc-e2d7-4a38-af04-eb49b711daf5 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Learning transferable visual models from natural language supervision
Reference 40
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Observation 98e7b5d3-dc0a-4512-ab9e-63d217ef6a50 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Flamingo: a visual language model for few-shot learning.Advances in neural information processing systems, 35: 23716–23736, 2022
Reference 41
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Observation 1726810e-5da3-46b9-84b6-3f6e9db36c03 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Reinforced context augmentation for multimodal emotion analysis.IEEE Transactions on Multimedia, 2026
Reference 42
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Observation bf5f6852-8827-4f3e-8c87-aed516786202 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Learning Shared Sentiment Prototypes for Adaptive Multimodal Sentiment Analysis
Reference 43
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Observation fcd9bb13-19a4-4327-913e-e1ebb61ff1db · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting A time series is worth 64 words: Long-term forecasting with transformers
Reference 44
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Observation 205ddf0e-5142-46b7-af21-0e7178495ada · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting itransformer: Inverted transformers are effective for time series forecasting
Reference 45
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Observation 7dd19863-d8a3-43e1-ac38-4e803728c8a9 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Timesnet: Temporal 2d-variation modeling for general time series analysis
Reference 46
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Observation 15568fb4-3575-4814-aef1-3eb4bf19cc91 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting N-beats: Neural basis expansion analysis for interpretable time series forecasting
Reference 47
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Observation 88c5d486-4c0a-4d03-93d8-e692b7e5e514 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Non-stationary transformers: Exploring the stationarity in time series forecasting
Reference 48
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Observation e829093d-6b4e-4bd6-9064-151ccedc0906 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Fedformer: Frequency enhanced decomposed transformer for long-term series forecasting
Reference 49
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Observation 0ec4c6fd-de9b-49cf-a409-0be8c8f33877 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Crossformer: Transformer utilizing cross-dimension dependency for multivariate time series forecasting
Reference 50
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Observation cc5e3754-fa1f-4866-967c-78cdabd5fe34 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Pyraformer: Low-complexity pyramidal attention for long-range time series modeling and forecasting
Reference 51
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Observation 62cfe13d-c7a4-4fd3-ad8d-fd03766695ab · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Blurring diffusion models
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Observation a5192812-47af-4857-8b02-f527a6fe6867 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Generative modelling with inverse heat dissipation
Reference 53
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Observation b79e3355-dcc4-4471-a33c-0f289e70921e · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Improving radiology report generation with multi-grained abnormality prediction.Neurocomputing, 600:128122, 2024
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Soft Diffusion: Score Matching for General Corruptions
Reference 55
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Observation cb72cffc-1312-4a42-a6df-331abab1dcc7 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Cold diffusion: Inverting arbitrary image transforms without noise
Reference 56
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Observation b9c54eff-9400-4b4a-a17d-04f277aaeae0 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Whitened score diffusion: A structured prior for imaging inverse problems.arXiv preprint arXiv:2505.10311, 2025
Reference 57
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Improved denoising diffusion probabilistic models
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Denoising diffusion implicit models
Reference 59
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Reversible instance normalization for accurate time-series forecasting against distribution shift
Reference 60
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Informer: Beyond efficient transformer for long sequence time-series forecasting
Reference 61
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Reference 62
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting
Reference 63
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Strictly proper scoring rules, prediction, and estimation
Reference 64
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Adam: A method for stochastic optimization
Reference 65
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Observation 3c70a6f2-1a11-4202-81a8-23fc4c982190 · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Attention is all you need
Reference 66
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Observation fef9b9c8-c6c9-496b-9427-4303580c734d · outbound
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Statistical comparisons of classifiers over multiple data sets.Journal of Machine learning research, 7(Jan):1–30, 2006
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Temporal Query Network for Efficient Multivariate Time Series Forecasting
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Times2d: Multi-period decom- position and derivative mapping for general time series forecasting
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting Unresolved cited work
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Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting boundary anchoring
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