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08/15/2023
A Nearly Quadratic-Time FPTAS for Knapsack
We investigate polynomial-time approximation schemes for the classic 0-1...
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07/24/2023
Faster Algorithms for Bounded Knapsack and Bounded Subset Sum Via Fine-Grained Proximity Results
We investigate pseudopolynomial-time algorithms for Bounded Knapsack and...
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07/10/2023
FreeDrag: Point Tracking is Not What You Need for Interactive Point-based Image Editing
To serve the intricate and varied demands of image editing, precise and ...
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04/10/2023
ViT-Calibrator: Decision Stream Calibration for Vision Transformer
A surge of interest has emerged in utilizing Transformers in diverse vis...
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09/29/2022
Sequential Attention for Feature Selection
Feature selection is the problem of selecting a subset of features for a...
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09/16/2022
GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model
Trajectory prediction has been a long-standing problem in intelligent sy...
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03/26/2021
Few-Shot Learning for Video Object Detection in a Transfer-Learning Scheme
Different from static images, videos contain additional temporal and spa...
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03/17/2021
Infinite-Horizon Offline Reinforcement Learning with Linear Function Approximation: Curse of Dimensionality and Algorithm
In this paper, we investigate the sample complexity of policy evaluation...
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05/09/2018
