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08/19/2023
Poisson quadrature method of moments for 2D kinetic equations with velocity of constant magnitude
This work is concerned with kinetic equations with velocity of constant ...
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08/07/2023
TPTU: Task Planning and Tool Usage of Large Language Model-based AI Agents
With recent advancements in natural language processing, Large Language ...
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07/03/2023
Improving Language Plasticity via Pretraining with Active Forgetting
Pretrained language models (PLMs) are today the primary model for natura...
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12/20/2022
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training
Prior work has shown that it is possible to expand pretrained Masked Lan...
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09/13/2022
Check and Link: Pairwise Lesion Correspondence Guides Mammogram Mass Detection
Detecting mass in mammogram is significant due to the high occurrence an...
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09/13/2022
PointScatter: Point Set Representation for Tubular Structure Extraction
This paper explores the point set representation for tubular structure e...
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07/21/2022
Boosting 3D Object Detection via Object-Focused Image Fusion
3D object detection has achieved remarkable progress by taking point clo...
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07/20/2022
ReFactorGNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective
Factorisation-based Models (FMs), such as DistMult, have enjoyed endurin...
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10/06/2021
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations
Learning good representations on multi-relational graphs is essential to...
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01/19/2021
Learnable Embedding Sizes for Recommender Systems
The embedding-based representation learning is commonly used in deep lea...
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07/16/2020
RepPoints V2: Verification Meets Regression for Object Detection
Verification and regression are two general methodologies for prediction...
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04/11/2020
You Impress Me: Dialogue Generation via Mutual Persona Perception
Despite the continuing efforts to improve the engagingness and consisten...
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03/26/2020
Memory Enhanced Global-Local Aggregation for Video Object Detection
How do humans recognize an object in a piece of video? Due to the deteri...
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05/28/2019
LambdaOpt: Learn to Regularize Recommender Models in Finer Levels
Recommendation models mainly deal with categorical variables, such as us...
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05/24/2019
HDI-Forest: Highest Density Interval Regression Forest
By seeking the narrowest prediction intervals (PIs) that satisfy the spe...
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02/13/2019
Session-based Sequential Skip Prediction via Recurrent Neural Networks
The focus of WSDM cup 2019 is session-based sequential skip prediction, ...
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02/12/2019
A Domain Generalization Perspective on Listwise Context Modeling
As one of the most popular techniques for solving the ranking problem in...
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06/22/2018