b'Xuelong Li'

research

∙ 09/18/2023

Affordance-Driven Next-Best-View Planning for Robotic Grasping

Grasping occluded objects in cluttered environments is an essential comp...

0 Xuechao Zhang, et al. ∙

research

∙ 08/25/2023

QKSAN: A Quantum Kernel Self-Attention Network

Self-Attention Mechanism (SAM) is skilled at extracting important inform...

0 Ren-xin Zhao, et al. ∙

research

∙ 08/18/2023

Robust Quadrupedal Locomotion via Risk-Averse Policy Learning

The robustness of legged locomotion is crucial for quadrupedal robots in...

0 Jiyuan Shi, et al. ∙

research

∙ 07/11/2023

Disentangled Contrastive Image Translation for Nighttime Surveillance

Nighttime surveillance suffers from degradation due to poor illumination...

0 Guanzhou Lan, et al. ∙

research

∙ 06/28/2023

Sequential Attention Source Identification Based on Feature Representation

Snapshot observation based source localization has been widely studied d...

0 Dongpeng Hou, et al. ∙

research

∙ 06/26/2023

Hierarchical Matching and Reasoning for Multi-Query Image Retrieval

As a promising field, Multi-Query Image Retrieval (MQIR) aims at searchi...

0 Zhong Ji, et al. ∙

research

∙ 06/13/2023

Variational Positive-incentive Noise: How Noise Benefits Models

A large number of works aim to alleviate the impact of noise due to an u...

0 Hongyuan Zhang, et al. ∙

research

∙ 06/05/2023

Image Reconstruction for Accelerated MR Scan with Faster Fourier Convolutional Neural Networks

Partial scan is a common approach to accelerate Magnetic Resonance Imagi...

0 Xiaohan Liu, et al. ∙

research

∙ 05/29/2023

Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning

Diffusion models have demonstrated highly-expressive generative capabili...

0 Haoran He, et al. ∙

research

∙ 05/28/2023

Cross-Domain Policy Adaptation via Value-Guided Data Filtering

Generalizing policies across different domains with dynamics mismatch po...

0 Kang Xu, et al. ∙

research

∙ 05/28/2023

On the Value of Myopic Behavior in Policy Reuse

Leveraging learned strategies in unfamiliar scenarios is fundamental to ...

0 Kang Xu, et al. ∙

research

∙ 05/21/2023

Joint Feature and Differentiable k-NN Graph Learning using Dirichlet Energy

Feature selection (FS) plays an important role in machine learning, whic...

0 Lei Xu, et al. ∙

research

∙ 05/08/2023

Behavior Contrastive Learning for Unsupervised Skill Discovery

In reinforcement learning, unsupervised skill discovery aims to learn di...

4 Rushuai Yang, et al. ∙

research

∙ 04/24/2023

Transformer-based stereo-aware 3D object detection from binocular images

Vision Transformers have shown promising progress in various object dete...

0 Hanqing Sun, et al. ∙

research

∙ 04/20/2023

Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One

Graph neural networks (GNN) suffer from severe inefficiency. It is mainl...

0 Hongyuan Zhang, et al. ∙

research

∙ 04/11/2023

One-Shot High-Fidelity Talking-Head Synthesis with Deformable Neural Radiance Field

Talking head generation aims to generate faces that maintain the identit...

0 Weichuang Li, et al. ∙

research

∙ 04/03/2023

VTAE: Variational Transformer Autoencoder with Manifolds Learning

Deep generative models have demonstrated successful applications in lear...

0 Pourya Shamsolmoali, et al. ∙

research

∙ 03/31/2023

Towards Nonlinear-Motion-Aware and Occlusion-Robust Rolling Shutter Correction

This paper addresses the problem of rolling shutter correction in comple...

0 Delin Qu, et al. ∙

research

∙ 03/29/2023

ViewRefer: Grasp the Multi-view Knowledge for 3D Visual Grounding with GPT and Prototype Guidance

Understanding 3D scenes from multi-view inputs has been proven to allevi...

0 Ziyu Guo, et al. ∙

research

∙ 03/21/2023

Propagate And Calibrate: Real-time Passive Non-line-of-sight Tracking

Non-line-of-sight (NLOS) tracking has drawn increasing attention in rece...

0 Yihao Wang, et al. ∙

research

∙ 03/19/2023

Fully Self-Supervised Depth Estimation from Defocus Clue

Depth-from-defocus (DFD), modeling the relationship between depth and de...

0 Haozhe Si, et al. ∙

research

∙ 02/09/2023

Deep Intra-Image Contrastive Learning for Weakly Supervised One-Step Person Search

Weakly supervised person search aims to perform joint pedestrian detecti...

0 Jiabei Wang, et al. ∙

research

∙ 01/25/2023

Delegated variational quantum algorithms based on quantum homomorphic encryption

Variational quantum algorithms (VQAs) are considered as one of the most ...

0 Qin Li, et al. ∙

research

∙ 01/17/2023

USER: Unified Semantic Enhancement with Momentum Contrast for Image-Text Retrieval

As a fundamental and challenging task in bridging language and vision do...

0 Yan Zhang, et al. ∙

research

∙ 12/19/2022

Positive-incentive Noise

Noise is conventionally viewed as a severe problem in diverse fields, e....

0 Xuelong Li, et al. ∙

research

∙ 12/07/2022

On the Global Solution of Soft k-Means

This paper presents an algorithm to solve the Soft k-Means problem globa...

0 Feiping Nie, et al. ∙

research

∙ 10/30/2022

Search to Pass Messages for Temporal Knowledge Graph Completion

Completing missing facts is a fundamental task for temporal knowledge gr...

0 Zhen Wang, et al. ∙

research

∙ 10/19/2022

Deep Learning Based Two-dimensional Speaker Localization With Large Ad-hoc Microphone Arrays

Deep learning based speaker localization has shown its advantage in reve...

0 Shupei Liu, et al. ∙

research

∙ 08/22/2022

Meta-Causal Feature Learning for Out-of-Distribution Generalization

Causal inference has become a powerful tool to handle the out-of-distrib...

0 Yuqing Wang, et al. ∙

research

∙ 08/20/2022

Learning in Audio-visual Context: A Review, Analysis, and New Perspective

Sight and hearing are two senses that play a vital role in human communi...

2 Yake Wei, et al. ∙

research

∙ 08/11/2022

Memorizing Complementation Network for Few-Shot Class-Incremental Learning

Few-shot Class-Incremental Learning (FSCIL) aims at learning new concept...

0 Zhong Ji, et al. ∙

research

∙ 08/05/2022

Low-Light Hyperspectral Image Enhancement

Due to inadequate energy captured by the hyperspectral camera sensor in ...

0 Xuelong Li, et al. ∙

research

∙ 02/22/2022

Relation Regularized Scene Graph Generation

Scene graph generation (SGG) is built on top of detected objects to pred...

0 Yuyu Guo, et al. ∙

research

∙ 12/09/2021

New Tight Relaxations of Rank Minimization for Multi-Task Learning

Multi-task learning has been observed by many researchers, which suppose...

0 Wei Chang, et al. ∙

research

∙ 10/28/2021

Audio-visual Representation Learning for Anomaly Events Detection in Crowds

In recent years, anomaly events detection in crowd scenes attracts many ...

0 Junyu Gao, et al. ∙

research

∙ 09/22/2021

Hierarchical Multimodal Transformer to Summarize Videos

Although video summarization has achieved tremendous success benefiting ...

0 Bin Zhao, et al. ∙

research

∙ 08/02/2021

Congested Crowd Instance Localization with Dilated Convolutional Swin Transformer

Crowd localization is a new computer vision task, evolved from crowd cou...

0 Junyu Gao, et al. ∙

research

∙ 07/19/2021

VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results

Crowd counting on the drone platform is an interesting topic in computer...

2 Dawei Du, et al. ∙

research

∙ 05/17/2021

EA-Net: Edge-Aware Network for Flow-based Video Frame Interpolation

Video frame interpolation can up-convert the frame rate and enhance the ...

13 Bin Zhao, et al. ∙

research

∙ 05/17/2021

AudioVisual Video Summarization

Audio and vision are two main modalities in video data. Multimodal learn...

0 Bin Zhao, et al. ∙

research

∙ 05/10/2021

Reconstructive Sequence-Graph Network for Video Summarization

Exploiting the inner-shot and inter-shot dependencies is essential for k...

0 Bin Zhao, et al. ∙

research

∙ 04/24/2021

Spatial-Spectral Clustering with Anchor Graph for Hyperspectral Image

Hyperspectral image (HSI) clustering, which aims at dividing hyperspectr...

9 Qi Wang, et al. ∙

research

∙ 04/11/2021

Auto-weighted Multi-view Feature Selection with Graph Optimization

In this paper, we focus on the unsupervised multi-view feature selection...

0 Qi Wang, et al. ∙

research

∙ 04/11/2021

RayNet: Real-time Scene Arbitrary-shape Text Detection with Multiple Rays

Existing object detection-based text detectors mainly concentrate on det...

0 Chuang Yang, et al. ∙

research

∙ 03/25/2021

Spatial-spectral Hyperspectral Image Classification via Multiple Random Anchor Graphs Ensemble Learning

Graph-based semi-supervised learning methods, which deal well with the s...

0 Yanling Miao, et al. ∙

research

∙ 03/24/2021

Feature Weighted Non-negative Matrix Factorization

Non-negative Matrix Factorization (NMF) is one of the most popular techn...

4 Mulin Chen, et al. ∙

research

∙ 03/24/2021

Entropy Minimizing Matrix Factorization

Nonnegative Matrix Factorization (NMF) is a widely-used data analysis te...

0 Mulin Chen, et al. ∙

research

∙ 03/17/2021

Multi-channel Deep Supervision for Crowd Counting

Crowd counting is a task worth exploring in modern society because of it...

0 Bo Wei, et al. ∙

research

∙ 03/09/2021

Weather GAN: Multi-Domain Weather Translation Using Generative Adversarial Networks

In this paper, a new task is proposed, namely, weather translation, whic...

0 Xuelong Li, et al. ∙

research

∙ 01/06/2021

Ensemble and Random Collaborative Representation-Based Anomaly Detector for Hyperspectral Imagery

In recent years, hyperspectral anomaly detection (HAD) has become an act...

8 Rong Wang, et al. ∙

Xuelong Li

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