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11/28/2022
SuperFusion: Multilevel LiDAR-Camera Fusion for Long-Range HD Map Generation and Prediction
High-definition (HD) semantic map generation of the environment is an es...
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11/25/2022
On the Re-Solving Heuristic for (Binary) Contextual Bandits with Knapsacks
In the problem of (binary) contextual bandits with knapsacks (CBwK), the...
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10/19/2022
A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design
We study reserve price optimization in multi-phase second price auctions...
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07/05/2022
Efficient Spatial-Temporal Information Fusion for LiDAR-Based 3D Moving Object Segmentation
Accurate moving object segmentation is an essential task for autonomous ...
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05/29/2022
No-regret Learning in Repeated First-Price Auctions with Budget Constraints
Recently the online advertising market has exhibited a gradual shift fro...
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03/07/2022