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Yuantao Gu

M$^2$CD: A Unified MultiModal Framework for Optical-SAR Change Detection with Mixture of Experts and Self-Distillation

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Mar 25, 2025
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Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Learnable Linear Extrapolation

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Mar 13, 2025
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JL1-CD: A New Benchmark for Remote Sensing Change Detection and a Robust Multi-Teacher Knowledge Distillation Framework

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Feb 19, 2025
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See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers

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Nov 04, 2024
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Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems

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Jun 11, 2024
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EPA: Neural Collapse Inspired Robust Out-of-Distribution Detector

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Jan 03, 2024
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Unravel Anomalies: An End-to-end Seasonal-Trend Decomposition Approach for Time Series Anomaly Detection

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Sep 30, 2023
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Linear Speedup of Incremental Aggregated Gradient Methods on Streaming Data

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Sep 10, 2023
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Bridge the Performance Gap in Peak-hour Series Forecasting: The Seq2Peak Framework

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Jul 04, 2023
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SageFormer: Series-Aware Graph-Enhanced Transformers for Multivariate Time Series Forecasting

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Jul 04, 2023
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