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02/28/2023
Knowledge Augmented Relation Inference for Group Activity Recognition
Most existing group activity recognition methods construct spatial-tempo...
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02/01/2023
Combining Tree-Search, Generative Models, and Nash Bargaining Concepts in Game-Theoretic Reinforcement Learning
Multiagent reinforcement learning (MARL) has benefited significantly fro...
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06/08/2021
Solving Structured Hierarchical Games Using Differential Backward Induction
Many real-world systems possess a hierarchical structure where a strateg...
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02/26/2021
A Universal Model for Cross Modality Mapping by Relational Reasoning
With the aim of matching a pair of instances from two different modaliti...
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02/21/2021
A Game-Theoretic Approach for Hierarchical Policy-Making
We present the design and analysis of a multi-level game-theoretic model...
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06/14/2020
Multi-Miner: Object-Adaptive Region Mining for Weakly-Supervised Semantic Segmentation
Object region mining is a critical step for weakly-supervised semantic s...
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02/25/2020
Cross-layer Feature Pyramid Network for Salient Object Detection
Feature pyramid network (FPN) based models, which fuse the semantics and...
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01/24/2019