b'Jie Chen'

research

∙ 09/09/2023

Towards Real-World Burst Image Super-Resolution: Benchmark and Method

Despite substantial advances, single-image super-resolution (SISR) is al...

0 Pengxu Wei, et al. ∙

research

∙ 09/05/2023

Monotone Tree-Based GAMI Models by Adapting XGBoost

Recent papers have used machine learning architecture to fit low-order f...

0 Linwei Hu, et al. ∙

research

∙ 09/04/2023

Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction

The prediction of molecular properties is a crucial task in the field of...

0 Minghao Guo, et al. ∙

research

∙ 09/04/2023

Scalable Hierarchical Instruction Cache for Ultra-Low-Power Processors Clusters

High Performance and Energy Efficiency are critical requirements for Int...

0 Jie Chen, et al. ∙

research

∙ 08/31/2023

Improving Mandarin Prosodic Structure Prediction with Multi-level Contextual Information

For text-to-speech (TTS) synthesis, prosodic structure prediction (PSP) ...

0 Jie Chen, et al. ∙

research

∙ 08/31/2023

LightGrad: Lightweight Diffusion Probabilistic Model for Text-to-Speech

Recent advances in neural text-to-speech (TTS) models bring thousands of...

0 Jie Chen, et al. ∙

research

∙ 08/16/2023

Learning to Distill Global Representation for Sparse-View CT

Sparse-view computed tomography (CT) – using a small number of projectio...

0 Zilong Li, et al. ∙

research

∙ 08/07/2023

Explicifying Neural Implicit Fields for Efficient Dynamic Human Avatar Modeling via a Neural Explicit Surface

This paper proposes a technique for efficiently modeling dynamic humans ...

0 Ruiqi Zhang, et al. ∙

research

∙ 08/07/2023

Cooperative Colorization: Exploring Latent Cross-Domain Priors for NIR Image Spectrum Translation

Near-infrared (NIR) image spectrum translation is a challenging problem ...

0 Xingxing Yang, et al. ∙

research

∙ 07/11/2023

Considerations for Master Protocols Using External Controls

There has been an increasing use of master protocols in oncology clinica...

0 Jie Chen, et al. ∙

research

∙ 07/07/2023

Hyperspectral and Multispectral Image Fusion Using the Conditional Denoising Diffusion Probabilistic Model

Hyperspectral images (HSI) have a large amount of spectral information r...

0 Shuaikai Shi, et al. ∙

research

∙ 07/07/2023

Unsupervised Hyperspectral and Multispectral Images Fusion Based on the Cycle Consistency

Hyperspectral images (HSI) with abundant spectral information reflected ...

0 Shuaikai Shi, et al. ∙

research

∙ 07/01/2023

AE-RED: A Hyperspectral Unmixing Framework Powered by Deep Autoencoder and Regularization by Denoising

Spectral unmixing has been extensively studied with a variety of methods...

0 Min Zhao, et al. ∙

research

∙ 07/01/2023

A Direct Approach to Simultaneous Tests of Superiority and Noninferiority with Multiple Endpoints

In clinical trials it is often desirable to test for superiority and non...

0 Wenfeng Chen, et al. ∙

research

∙ 06/29/2023

Guided Deep Generative Model-based Spatial Regularization for Multiband Imaging Inverse Problems

When adopting a model-based formulation, solving inverse problems encoun...

0 Min Zhao, et al. ∙

research

∙ 06/28/2023

Online Game with Time-Varying Coupled Inequality Constraints

In this paper, online game is studied, where at each time, a group of pl...

0 Min Meng, et al. ∙

research

∙ 06/19/2023

WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation

The top-down and bottom-up methods are two mainstreams of referring segm...

1 Zesen Cheng, et al. ∙

research

∙ 06/02/2023

Federated Learning of Models Pre-Trained on Different Features with Consensus Graphs

Learning an effective global model on private and decentralized datasets...

0 Tengfei Ma, et al. ∙

research

∙ 05/29/2023

Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning

Recent advances in robust semi-supervised learning (SSL) typically filte...

0 Yu Wang, et al. ∙

research

∙ 05/26/2023

GC-Flow: A Graph-Based Flow Network for Effective Clustering

Graph convolutional networks (GCNs) are discriminative models that direc...

0 Tianchun Wang, et al. ∙

research

∙ 05/25/2023

Interpretable Machine Learning based on Functional ANOVA Framework: Algorithms and Comparisons

In the early days of machine learning (ML), the emphasis was on developi...

0 Linwei Hu, et al. ∙

research

∙ 05/20/2023

Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment

Text-video retrieval is a challenging cross-modal task, which aims to al...

0 Peng Jin, et al. ∙

research

∙ 05/18/2023

Coordinated Transformer with Position & Sample-aware Central Loss for Anatomical Landmark Detection

Heatmap-based anatomical landmark detection is still facing two unresolv...

0 Qikui Zhu, et al. ∙

research

∙ 05/11/2023

CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model

Denoising diffusion probabilistic models (DDPMs) have shown promising pe...

0 Zhen Ye, et al. ∙

research

∙ 05/04/2023

Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching

Training and inference with graph neural networks (GNNs) on massive grap...

0 Tim Kaler, et al. ∙

research

∙ 04/25/2023

Dynamic Video Frame Interpolation with integrated Difficulty Pre-Assessment

Video frame interpolation(VFI) has witnessed great progress in recent ye...

0 Ban Chen, et al. ∙

research

∙ 04/21/2023

Deep Multiview Clustering by Contrasting Cluster Assignments

Multiview clustering (MVC) aims to reveal the underlying structure of mu...

0 Jie Chen, et al. ∙

research

∙ 04/13/2023

Experts' cognition-driven safe noisy labels learning for precise segmentation of residual tumor in breast cancer

Precise segmentation of residual tumor in breast cancer (PSRTBC) after n...

0 Yongquan Yang, et al. ∙

research

∙ 03/25/2023

Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning

Contrastive learning-based video-language representation learning approa...

0 Peng Jin, et al. ∙

research

∙ 03/23/2023

Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation

Interactive segmentation enables users to segment as needed by providing...

0 Kehan Li, et al. ∙

research

∙ 03/17/2023

DiffusionRet: Generative Text-Video Retrieval with Diffusion Model

Existing text-video retrieval solutions are, in essence, discriminant mo...

0 Peng Jin, et al. ∙

research

∙ 03/16/2023

GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data

Vertical federated learning (VFL) is a distributed learning paradigm, wh...

0 Xinwei Zhang, et al. ∙

research

∙ 03/14/2023

Nonlinear Hyperspectral Unmixing based on Multilinear Mixing Model using Convolutional Autoencoders

Unsupervised spectral unmixing consists of representing each observed pi...

0 Tingting Fang, et al. ∙

research

∙ 03/13/2023

Parallel Vertex Diffusion for Unified Visual Grounding

Unified visual grounding pursues a simple and generic technical route to...

0 Zesen Cheng, et al. ∙

research

∙ 03/09/2023

Mastering Strategy Card Game (Hearthstone) with Improved Techniques

Strategy card game is a well-known genre that is demanding on the intell...

0 Changnan Xiao, et al. ∙

research

∙ 03/07/2023

Mastering Strategy Card Game (Legends of Code and Magic) via End-to-End Policy and Optimistic Smooth Fictitious Play

Deep Reinforcement Learning combined with Fictitious Play shows impressi...

0 Wei Xi, et al. ∙

research

∙ 03/02/2023

A Coarse to Fine Framework for Object Detection in High Resolution Image

Object detection is a fundamental problem in computer vision, aiming at ...

0 Jinyan Liu, et al. ∙

research

∙ 03/01/2023

Impact of Channel Aging on Dual-Function Radar-Communication Systems: Performance Analysis and Resource Allocation

In conventional dual-function radar-communication (DFRC) systems, the ra...

0 Jie Chen, et al. ∙

research

∙ 02/12/2023

Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised Learning

Gaussian processes (GPs) are an attractive class of machine learning mod...

0 Zehao Niu, et al. ∙

research

∙ 01/29/2023

TJ-FlyingFish: Design and Implementation of an Aerial-Aquatic Quadrotor with Tiltable Propulsion Units

Aerial-aquatic vehicles are capable to move in the two most dominant flu...

0 Xuchen Liu, et al. ∙

research

∙ 01/04/2023

GUAP: Graph Universal Attack Through Adversarial Patching

Graph neural networks (GNNs) are a class of effective deep learning mode...

14 Xiao Zang, et al. ∙

research

∙ 12/10/2022

Position Embedding Needs an Independent Layer Normalization

The Position Embedding (PE) is critical for Vision Transformers (VTs) du...

0 Runyi Yu, et al. ∙

research

∙ 11/28/2022

Tuning-free Plug-and-Play Hyperspectral Image Deconvolution with Deep Priors

Deconvolution is a widely used strategy to mitigate the blurring and noi...

0 Xiuheng Wang, et al. ∙

research

∙ 11/25/2022

Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild

Recent research showed that the dual-pixel sensor has made great progres...

0 Jucai Zhai, et al. ∙

research

∙ 11/22/2022

Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation

Weakly supervised semantic segmentation is typically inspired by class a...

0 Zesen Cheng, et al. ∙

research

∙ 11/21/2022

Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations

Most video-and-language representation learning approaches employ contra...

0 Peng Jin, et al. ∙

research

∙ 11/21/2022

From Node Interaction to Hop Interaction: New Effective and Scalable Graph Learning Paradigm

Existing Graph Neural Networks (GNNs) follow the message-passing mechani...

0 Jie Chen, et al. ∙

research

∙ 11/11/2022

Dual Complementary Dynamic Convolution for Image Recognition

As a powerful engine, vanilla convolution has promoted huge breakthrough...

0 Longbin Yan, et al. ∙

research

∙ 11/08/2022

Robust Manifold Nonnegative Tucker Factorization for Tensor Data Representation

Nonnegative Tucker Factorization (NTF) minimizes the euclidean distance ...

0 Jianyu Wang, et al. ∙

research

∙ 11/07/2022

A Unified Pyramid Recurrent Network for Video Frame Interpolation

Flow-guide synthesis provides a common framework for frame interpolation...

0 Xin Jin, et al. ∙

Jie Chen

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