Bin Ren | DeepAI

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Featured Co-authors

Wei Wang
492 publications
Ling Shao
203 publications
Philip H. S. Torr
173 publications
Nicu Sebe
171 publications
Yu Chen
160 publications
Hao Tang
151 publications
Xiang Chen
132 publications
Jian Tang
129 publications
Dong Li
125 publications
Yanzhi Wang
123 publications
Hong Liu
122 publications

∙ 06/28/2023

RoMo-HER: Robust Model-based Hindsight Experience Replay

Sparse rewards are one of the factors leading to low sample efficiency i...

0 Yuming Huang, et al. ∙

∙ 01/10/2023

Modiff: Action-Conditioned 3D Motion Generation with Denoising Diffusion Probabilistic Models

Diffusion-based generative models have recently emerged as powerful solu...

0 Mengyi Zhao, et al. ∙

∙ 11/28/2022

Towards Reliable Item Sampling for Recommendation Evaluation

Since Rendle and Krichene argued that commonly used sampling-based evalu...

0 Dong Li, et al. ∙

∙ 11/12/2022

Deep Unsupervised Key Frame Extraction for Efficient Video Classification

Video processing and analysis have become an urgent task since a huge am...

0 Hao Tang, et al. ∙

∙ 06/21/2022

CoCoPIE XGen: A Full-Stack AI-Oriented Optimizing Framework

There is a growing demand for shifting the delivery of AI capability fro...

4 Xiaofeng Li, et al. ∙

∙ 05/25/2022

Breaking the Chain of Gradient Leakage in Vision Transformers

User privacy is of great concern in Federated Learning, while Vision Tra...

7 Yahui Liu, et al. ∙

∙ 01/31/2022

Speed-ANN: Low-Latency and High-Accuracy Nearest Neighbor Search via Intra-Query Parallelism

Nearest Neighbor Search (NNS) has recently drawn a rapid increase of int...

0 Zhen Peng, et al. ∙

∙ 10/19/2021

Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation

It is hard to generate an image at target view well for previous cross-v...

9 Bin Ren, et al. ∙

∙ 06/11/2021

Toward Efficient Interactions between Python and Native Libraries

Python has become a popular programming language because of its excellen...

0 Jialiang Tan, et al. ∙

∙ 04/12/2021

Cloth Interactive Transformer for Virtual Try-On

2D image-based virtual try-on has attracted increased attention from the...

0 Bin Ren, et al. ∙

∙ 02/13/2021

COMET: A Domain-Specific Compilation of High-Performance Computational Chemistry

The computational power increases over the past decades havegreatly enha...

0 Erdal Mutlu, et al. ∙

∙ 02/09/2021

A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR

Tensor algebra is widely used in many applications, such as scientific c...

0 Ruiqin Tian, et al. ∙

∙ 09/28/2020

On Efficient Constructions of Checkpoints

Efficient construction of checkpoints/snapshots is a critical tool for t...

5 Yu Chen, et al. ∙

∙ 09/15/2020

Petascale XCT: 3D Image Reconstruction with Hierarchical Communications on Multi-GPU Nodes

X-ray computed tomography is a commonly used technique for noninvasive i...

0 Mert Hidayetoglu, et al. ∙

∙ 07/20/2020

Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices

Mobile devices are becoming an important carrier for deep learning tasks...

20 Wei Niu, et al. ∙

∙ 04/22/2020

Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization

High-end mobile platforms rapidly serve as primary computing devices for...

0 Wei Niu, et al. ∙

∙ 03/14/2020

CoCoPIE: Making Mobile AI Sweet As PIE –Compression-Compilation Co-Design Goes a Long Way

Assuming hardware is the major constraint for enabling real-time mobile ...

7 Shaoshan Liu, et al. ∙

∙ 03/13/2020

A Privacy-Preserving DNN Pruning and Mobile Acceleration Framework

To facilitate the deployment of deep neural networks (DNNs) on resource-...

0 Zheng Zhan, et al. ∙

∙ 02/19/2020

RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition

Recurrent neural networks (RNNs) based automatic speech recognition has ...

0 Peiyan Dong, et al. ∙

∙ 02/14/2020

A Survey on 3D Skeleton-Based Action Recognition Using Learning Method

3D skeleton-based action recognition, owing to the latent advantages of ...

0 Bin Ren, et al. ∙

∙ 01/23/2020

BLK-REW: A Unified Block-based DNN Pruning Framework using Reweighted Regularization Method

Accelerating DNN execution on various resource-limited computing platfor...

7 Xiaolong Ma, et al. ∙

∙ 01/20/2020

An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices

Weight pruning has been widely acknowledged as a straightforward and eff...

18 Xiaolong Ma, et al. ∙

∙ 01/02/2020

Using Data Imputation for Signal Separation in High Contrast Imaging

To characterize circumstellar systems in high contrast imaging, the fund...

10 Bin Ren, et al. ∙

∙ 01/01/2020

PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning

With the emergence of a spectrum of high-end mobile devices, many applic...

15 Wei Niu, et al. ∙

∙ 09/06/2019

PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices

Model compression techniques on Deep Neural Network (DNN) have been wide...

11 Xiaolong Ma, et al. ∙

∙ 06/28/2019

Pruned Landmark Labeling Meets Vertex Centric Computation: A Surprisingly Happy Marriage!

In this paper, we study how the Pruned Landmark Labeling (PPL) algorithm...

0 Ruoming Jin, et al. ∙

∙ 05/02/2019

26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone

With the rapid emergence of a spectrum of high-end mobile devices, many ...

0 Wei Niu, et al. ∙

∙ 02/12/2018

Towards the Standardization of Non-orthogonal Multiple Access for Next Generation Wireless Networks

Non-orthogonal multiple access (NoMA) as an efficient way of radio resou...

0 Yan Chen, et al. ∙

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