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08/29/2023
Enhancing Mobile Face Anti-Spoofing: A Robust Framework for Diverse Attack Types under Screen Flash
Face anti-spoofing (FAS) is crucial for securing face recognition system...
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07/30/2023
IWEK: An Interpretable What-If Estimator for Database Knobs
The knobs of modern database management systems have significant impact ...
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07/25/2023
Duet: efficient and scalable hybriD neUral rElation undersTanding
Learned cardinality estimation methods have achieved high precision comp...
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06/29/2022
AAE: An Active Auto-Estimator for Improving Graph Storage
Nowadays, graph becomes an increasingly popular model in many real appli...
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05/23/2022
A Self-Paced Mixed Distillation Method for Non-Autoregressive Generation
Non-Autoregressive generation is a sequence generation paradigm, which r...
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11/21/2021
Experience-Enhanced Learning: One Size Still does not Fit All in Automatic Database
Recent years, the database committee has attempted to develop automatic ...
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11/19/2021
Factorisation-based Image Labelling
Segmentation of brain magnetic resonance images (MRI) into anatomical re...
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06/08/2021
FastSeq: Make Sequence Generation Faster
Transformer-based models have made tremendous impacts in natural languag...
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05/11/2021
EL-Attention: Memory Efficient Lossless Attention for Generation
Transformer model with multi-head attention requires caching intermediat...
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04/16/2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
Now, the pre-training technique is ubiquitous in natural language proces...
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12/16/2020
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference
There has been a steady need in the medical community to precisely extra...
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11/17/2020
Multi-SQL: An extensible multi-model data query language
Big data management aims to establish data hubs that support data in mul...
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10/21/2020
ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine
In a sponsored search engine, generative retrieval models are recently p...
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10/04/2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space
In this paper, we propose a novel data augmentation method, referred to ...
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06/16/2020
Index Selection for NoSQL Database with Deep Reinforcement Learning
We propose a new approach of NoSQL database index selection. For differe...
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04/30/2020
RikiNet: Reading Wikipedia Pages for Natural Question Answering
Reading long documents to answer open-domain questions remains challengi...
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04/08/2020
Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation
News headline generation aims to produce a short sentence to attract rea...
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01/13/2020
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training
In this paper, we present a new sequence-to-sequence pre-training model ...
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02/25/2019