Dan Liu | DeepAI

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Siwei Lyu
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∙ 03/02/2023

Ternary Quantization: A Survey

Inference time, model size, and accuracy are critical for deploying deep...

0 Dan Liu, et al. ∙

∙ 12/24/2022

Hyperspherical Quantization: Toward Smaller and More Accurate Models

Model quantization enables the deployment of deep neural networks under ...

0 Dan Liu, et al. ∙

∙ 12/24/2022

Pruning On-the-Fly: A Recoverable Pruning Method without Fine-tuning

Most existing pruning works are resource-intensive, requiring retraining...

0 Dan Liu, et al. ∙

∙ 12/24/2022

Hyperspherical Loss-Aware Ternary Quantization

Most of the existing works use projection functions for ternary quantiza...

0 Dan Liu, et al. ∙

∙ 10/28/2022

Teacher-Student Architecture for Knowledge Learning: A Survey

Although Deep Neural Networks (DNNs) have shown a strong capacity to sol...

0 Chengming Hu, et al. ∙

∙ 10/07/2022

Flexible Alignment Super-Resolution Network for Multi-Contrast MRI

Magnetic resonance images play an essential role in clinical diagnosis b...

0 Yiming Liu, et al. ∙

∙ 06/12/2022

A Matrix Decomposition Model Based on Feature Factors in Movie Recommendation System

Matrix Factorization (MF) is one of the most successful Collaborative Fi...

0 Dan Liu, et al. ∙

∙ 04/27/2022

AdaCoach: A Virtual Coach for Training Customer Service Agents

With the development of online business, customer service agents gradual...

0 Shuang Peng, et al. ∙

∙ 08/02/2021

Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset

We introduce the well-established social scientific concept of social so...

0 Alexandra Ils, et al. ∙

∙ 07/23/2021

Pruning Ternary Quantization

We propose pruning ternary quantization (PTQ), a simple, yet effective, ...

0 Dan Liu, et al. ∙

∙ 07/01/2021

The USTC-NELSLIP Systems for Simultaneous Speech Translation Task at IWSLT 2021

This paper describes USTC-NELSLIP's submissions to the IWSLT2021 Simulta...

0 Dan Liu, et al. ∙

∙ 12/22/2020

Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue Systems

Task-oriented conversational modeling with unstructured knowledge access...

0 Chao-Hong Tan, et al. ∙

∙ 09/07/2020

Edge Learning with Unmanned Ground Vehicle: Joint Path, Energy and Sample Size Planning

Edge learning (EL), which uses edge computing as a platform to execute m...

0 Dan Liu, et al. ∙

∙ 01/13/2020

Towards Interpretable and Robust Hand Detection via Pixel-wise Prediction

The lack of interpretability of existing CNN-based hand detection method...

13 Dan Liu, et al. ∙

∙ 01/08/2020

LiftTiles: Constructive Building Blocks for Prototyping Room-scale Shape-changing Interfaces

Large-scale shape-changing interfaces have great potential, but creating...

0 Ryo Suzuki, et al. ∙

∙ 12/18/2019

Enjoy the Untrusted Cloud: A Secure, Scalable and Efficient SQL-like Query Framework for Outsourcing Data

While the security of the cloud remains a concern, a common practice is ...

0 Yaxing Chen, et al. ∙

∙ 06/11/2019

Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently

Existing hand detection methods usually follow the pipeline of multiple ...

0 Dan Liu, et al. ∙

∙ 01/31/2019

Learning Efficient Lexically-Constrained Neural Machine Translation with External Memory

Recent years has witnessed dramatic progress of neural machine translati...

0 Ya Li, et al. ∙

∙ 12/06/2018

The USTC-NEL Speech Translation system at IWSLT 2018

This paper describes the USTC-NEL system to the speech translation task ...

0 Dan Liu, et al. ∙

∙ 12/11/2017

A Novel Way of Identifying Cyber Predators

Recurrent Neural Networks with Long Short-Term Memory cell (LSTM-RNN) ha...

0 Dan Liu, et al. ∙

∙ 11/11/2016

Neural Networks Models for Entity Discovery and Linking

This paper describes the USTC_NELSLIP systems submitted to the Trilingua...

0 Dan Liu, et al. ∙