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08/17/2023
Capturing Popularity Trends: A Simplistic Non-Personalized Approach for Enhanced Item Recommendation
Recommender systems have been gaining increasing research attention over...
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06/29/2022
Minimalist and High-performance Conversational Recommendation with Uncertainty Estimation for User Preference
Conversational recommendation system (CRS) is emerging as a user-friendl...
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06/15/2022
Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator
Subsurface simulations use computational models to predict the flow of f...
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04/08/2022
IA-GCN: Interactive Graph Convolutional Network for Recommendation
Recently, Graph Convolutional Network (GCN) has become a novel state-of-...
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06/09/2021
Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems
Proper initialization is crucial to the optimization and the generalizat...
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12/17/2020
Neural Radiance Flow for 4D View Synthesis and Video Processing
We present a method, Neural Radiance Flow (NeRFlow),to learn a 4D spatia...
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10/18/2020
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering
Differentiable rendering has paved the way to training neural networks t...
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04/24/2020
Learning Hierarchical Review Graph Representation for Recommendation
Users' reviews have been demonstrated to be effective in solving differe...
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02/20/2020
Towards a Soft Faceted Browsing Scheme for Information Access
Faceted browsing is a commonly supported feature of user interfaces for ...
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11/07/2019
Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks
In English semantic similarity tasks, classic word embedding-based appro...
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06/20/2019
PuzzleFlex: kinematic motion of chains with loose joints
This paper presents a method of computing free motions of a planar assem...
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03/19/2019
Diversity-Promoting Deep Reinforcement Learning for Interactive Recommendation
Interactive recommendation that models the explicit interactions between...
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01/19/2019
Towards Physically Safe Reinforcement Learning under Supervision
This paper addresses the question of how a previously available control ...
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06/21/2018