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Guangyi Chen

Learning Discrete Concepts in Latent Hierarchical Models

Jun 01, 2024
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From Orthogonality to Dependency: Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals

May 25, 2024
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On the Identification of Temporally Causal Representation with Instantaneous Dependence

May 24, 2024
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Narrative Action Evaluation with Prompt-Guided Multimodal Interaction

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Apr 26, 2024
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Federated Causal Discovery from Heterogeneous Data

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Feb 27, 2024
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Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models

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Feb 27, 2024
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When and How: Learning Identifiable Latent States for Nonstationary Time Series Forecasting

Feb 20, 2024
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Learning Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition

Feb 20, 2024
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CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process

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Jan 25, 2024
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Learning Socio-Temporal Graphs for Multi-Agent Trajectory Prediction

Dec 22, 2023
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