b'Yong Liu'

research

∙ 09/13/2023

OrdinalFix: Fixing Compilation Errors via Shortest-Path CFL Reachability

The development of correct and efficient software can be hindered by com...

0 Wenjie Zhang, et al. ∙

research

∙ 09/13/2023

Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting

Predicting potential risks associated with the fatigue of key structural...

0 Yingjie Zhao, et al. ∙

research

∙ 08/31/2023

Object Detection for Caries or Pit and Fissure Sealing Requirement in Children's First Permanent Molars

Dental caries is one of the most common oral diseases that, if left untr...

0 Chenyao Jiang, et al. ∙

research

∙ 08/30/2023

Adaptive Multi-Modalities Fusion in Sequential Recommendation Systems

In sequential recommendation, multi-modal information (e.g., text or ima...

0 Hengchang Hu, et al. ∙

research

∙ 08/30/2023

Semi-supervised Domain Adaptation with Inter and Intra-domain Mixing for Semantic Segmentation

Despite recent advances in semantic segmentation, an inevitable challeng...

0 WeiFu Fu, et al. ∙

research

∙ 08/29/2023

Large Language Models in Fault Localisation

Large Language Models (LLMs) have shown promise in multiple software eng...

0 Yonghao Wu, et al. ∙

research

∙ 08/28/2023

Semi-Supervised Learning for Visual Bird's Eye View Semantic Segmentation

Visual bird's eye view (BEV) semantic segmentation helps autonomous vehi...

0 Junyu Zhu, et al. ∙

research

∙ 08/24/2023

Synchronize Feature Extracting and Matching: A Single Branch Framework for 3D Object Tracking

Siamese network has been a de facto benchmark framework for 3D LiDAR obj...

0 Teli Ma, et al. ∙

research

∙ 08/23/2023

Distribution-Aware Calibration for Object Detection with Noisy Bounding Boxes

Large-scale well-annotated datasets are of great importance for training...

0 Donghao Zhou, et al. ∙

research

∙ 08/21/2023

Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold

The conjugate gradient method is a crucial first-order optimization meth...

0 Jun Chen, et al. ∙

research

∙ 08/18/2023

Boosting Few-shot Action Recognition with Graph-guided Hybrid Matching

Class prototype construction and matching are core aspects of few-shot a...

0 Jiazheng Xing, et al. ∙

research

∙ 08/17/2023

Beam Retrieval: General End-to-End Retrieval for Multi-Hop Question Answering

Multi-hop QA involves finding multiple relevant passages and step-by-ste...

0 Jiahao Zhang, et al. ∙

research

∙ 08/15/2023

A Survey on Model Compression for Large Language Models

Large Language Models (LLMs) have revolutionized natural language proces...

0 Xunyu Zhu, et al. ∙

research

∙ 08/14/2023

Unified Data-Free Compression: Pruning and Quantization without Fine-Tuning

Structured pruning and quantization are promising approaches for reducin...

0 Shipeng Bai, et al. ∙

research

∙ 08/11/2023

Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning

Benefiting from prompt tuning, recent years have witnessed the promising...

0 Chun-Mei Feng, et al. ∙

research

∙ 08/05/2023

Unfolding Once is Enough: A Deployment-Friendly Transformer Unit for Super-Resolution

Recent years have witnessed a few attempts of vision transformers for si...

0 Yong Liu, et al. ∙

research

∙ 08/03/2023

Unsupervised Representation Learning for Time Series: A Review

Unsupervised representation learning approaches aim to learn discriminat...

0 Qianwen Meng, et al. ∙

research

∙ 08/03/2023

Multimodal Adaptation of CLIP for Few-Shot Action Recognition

Applying large-scale pre-trained visual models like CLIP to few-shot act...

0 Jiazheng Xing, et al. ∙

research

∙ 07/25/2023

High Probability Analysis for Non-Convex Stochastic Optimization with Clipping

Gradient clipping is a commonly used technique to stabilize the training...

0 Shaojie Li, et al. ∙

research

∙ 07/14/2023

Can Large Language Models Empower Molecular Property Prediction?

Molecular property prediction has gained significant attention due to it...

0 Chen Qian, et al. ∙

research

∙ 07/13/2023

YOLIC: An Efficient Method for Object Localization and Classification on Edge Devices

In the realm of Tiny AI, we introduce "You Only Look at Interested Cells...

0 Kai Su, et al. ∙

research

∙ 07/05/2023

Multi-Agent Cooperation via Unsupervised Learning of Joint Intentions

The field of cooperative multi-agent reinforcement learning (MARL) has s...

0 Shanqi Liu, et al. ∙

research

∙ 07/02/2023

Data-Free Quantization via Mixed-Precision Compensation without Fine-Tuning

Neural network quantization is a very promising solution in the field of...

0 Jun Chen, et al. ∙

research

∙ 06/27/2023

SSC-RS: Elevate LiDAR Semantic Scene Completion with Representation Separation and BEV Fusion

Semantic scene completion (SSC) jointly predicts the semantics and geome...

0 Jianbiao Mei, et al. ∙

research

∙ 06/27/2023

PANet: LiDAR Panoptic Segmentation with Sparse Instance Proposal and Aggregation

Reliable LiDAR panoptic segmentation (LPS), including both semantic and ...

0 Jianbiao Mei, et al. ∙

research

∙ 06/08/2023

ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation

Deep neural networks have been widely used in medical image analysis and...

0 Juntao Jiang, et al. ∙

research

∙ 05/30/2023

Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors

Real-world time series is characterized by intrinsic non-stationarity th...

0 Yong Liu, et al. ∙

research

∙ 05/21/2023

Generative Model Watermarking Suppressing High-Frequency Artifacts

Protecting deep neural networks (DNNs) against intellectual property (IP...

0 Li Zhang, et al. ∙

research

∙ 05/19/2023

Learning Global-aware Kernel for Image Harmonization

Image harmonization aims to solve the visual inconsistency problem in co...

0 Xintian Shen, et al. ∙

research

∙ 05/14/2023

Towards Understanding the Generalization of Graph Neural Networks

Graph neural networks (GNNs) are the most widely adopted model in graph-...

0 Huayi Tang, et al. ∙

research

∙ 05/10/2023

FusionDepth: Complement Self-Supervised Monocular Depth Estimation with Cost Volume

Multi-view stereo depth estimation based on cost volume usually works be...

0 Zhuofei Huang, et al. ∙

research

∙ 05/04/2023

Multimodal-driven Talking Face Generation, Face Swapping, Diffusion Model

Multimodal-driven talking face generation refers to animating a portrait...

0 Chao Xu, et al. ∙

research

∙ 05/04/2023

High-fidelity Generalized Emotional Talking Face Generation with Multi-modal Emotion Space Learning

Recently, emotional talking face generation has received considerable at...

0 Chao Xu, et al. ∙

research

∙ 04/17/2023

NeRF-Loc: Visual Localization with Conditional Neural Radiance Field

We propose a novel visual re-localization method based on direct matchin...

0 Jianlin Liu, et al. ∙

research

∙ 04/07/2023

Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution

Most of the existing blind image Super-Resolution (SR) methods assume th...

0 Xuhai Chen, et al. ∙

research

∙ 04/06/2023

Robust Neural Architecture Search

Neural Architectures Search (NAS) becomes more and more popular over the...

0 Xunyu Zhu, et al. ∙

research

∙ 03/28/2023

Learning Federated Visual Prompt in Null Space for MRI Reconstruction

Federated Magnetic Resonance Imaging (MRI) reconstruction enables multip...

17 Chun-Mei Feng, et al. ∙

research

∙ 03/23/2023

Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging

Deep learning models have shown promising performance in the field of di...

1 Meng Wang, et al. ∙

research

∙ 03/15/2023

RICO: Regularizing the Unobservable for Indoor Compositional Reconstruction

Recently, neural implicit surfaces have become popular for multi-view re...

0 Zizhang Li, et al. ∙

research

∙ 03/15/2023

Progressive Frame Patching for FoV-based Point Cloud Video Streaming

Immersive multimedia applications, such as Virtual, Augmented and Mixed ...

0 Tongyu Zong, et al. ∙

research

∙ 03/14/2023

Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment

Medical phrase grounding (MPG) aims to locate the most relevant region i...

6 Zhihao Chen, et al. ∙

research

∙ 03/13/2023

OverlapNetVLAD: A Coarse-to-Fine Framework for LiDAR-based Place Recognition

Place recognition is a challenging yet crucial task in robotics. Existin...

0 Chencan Fu, et al. ∙

research

∙ 03/09/2023

Efficient and Parallel Solution of High-order Continuous Time Galerkin for Dissipative and Wave Propagation Problems

We propose efficient and parallel algorithms for the implementation of t...

0 Zhiming Chen, et al. ∙

research

∙ 02/28/2023

A Unified BEV Model for Joint Learning of 3D Local Features and Overlap Estimation

Pairwise point cloud registration is a critical task for many applicatio...

0 Lin Li, et al. ∙

research

∙ 02/16/2023

TcGAN: Semantic-Aware and Structure-Preserved GANs with Individual Vision Transformer for Fast Arbitrary One-Shot Image Generation

One-shot image generation (OSG) with generative adversarial networks tha...

0 Yunliang Jiang, et al. ∙

research

∙ 02/16/2023

Fuzzy Knowledge Distillation from High-Order TSK to Low-Order TSK

High-order Takagi-Sugeno-Kang (TSK) fuzzy classifiers possess powerful c...

0 Xiongtao Zhang, et al. ∙

research

∙ 02/14/2023

Adaptive Value Decomposition with Greedy Marginal Contribution Computation for Cooperative Multi-Agent Reinforcement Learning

Real-world cooperation often requires intensive coordination among agent...

0 Shanqi Liu, et al. ∙

research

∙ 02/11/2023

Operation-level Progressive Differentiable Architecture Search

Differentiable Neural Architecture Search (DARTS) is becoming more and m...

0 Xunyu Zhu, et al. ∙

research

∙ 02/11/2023

Improving Differentiable Architecture Search via Self-Distillation

Differentiable Architecture Search (DARTS) is a simple yet efficient Neu...

0 Xunyu Zhu, et al. ∙

research

∙ 02/07/2023

Learning Discretized Neural Networks under Ricci Flow

In this paper, we consider Discretized Neural Networks (DNNs) consisting...

0 Jun Chen, et al. ∙

Yong Liu

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