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Truyen Tran

Planner-Refiner: Dynamic Space-Time Refinement for Vision-Language Alignment in Videos

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Aug 10, 2025
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Sparse Mixture of Experts as Unified Competitive Learning

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Mar 29, 2025
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S2MoE: Robust Sparse Mixture of Experts via Stochastic Learning

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Mar 29, 2025
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Finding the Trigger: Causal Abductive Reasoning on Video Events

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Jan 16, 2025
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Learning Structural Causal Models from Ordering: Identifiable Flow Models

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Dec 13, 2024
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Progressive Multi-granular Alignments for Grounded Reasoning in Large Vision-Language Models

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Dec 11, 2024
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On the effectiveness of discrete representations in sparse mixture of experts

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Nov 28, 2024
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MP-PINN: A Multi-Phase Physics-Informed Neural Network for Epidemic Forecasting

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Nov 11, 2024
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Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks

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Nov 06, 2024
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Unified Framework with Consistency across Modalities for Human Activity Recognition

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Sep 04, 2024
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