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01/16/2023
DarkVision: A Benchmark for Low-light Image/Video Perception
Imaging and perception in photon-limited scenarios is necessary for vari...
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09/04/2022
Hierarchical Transformer with Spatio-Temporal Context Aggregation for Next Point-of-Interest Recommendation
Next point-of-interest (POI) recommendation is a critical task in locati...
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01/06/2022
Deep Causal Reasoning for Recommendations
Traditional recommender systems aim to estimate a user's rating to an it...
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07/15/2021
Cross-modal Variational Auto-encoder for Content-based Micro-video Background Music Recommendation
In this paper, we propose a cross-modal variational auto-encoder (CMVAE)...
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05/21/2021
Techniques Toward Optimizing Viewability in RTB Ad Campaigns Using Reinforcement Learning
Reinforcement learning (RL) is an effective technique for training decis...
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01/25/2021
Online and Scalable Model Selection with Multi-Armed Bandits
Many online applications running on live traffic are powered by machine ...
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06/01/2020
Dynamic Bidding Strategies with Multivariate Feedback Control for Multiple Goals in Display Advertising
Real-Time Bidding (RTB) display advertising is a method for purchasing d...
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03/28/2020