b'Guanbin Li'

research

∙ 09/03/2023

ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models

Colonoscopy analysis, particularly automatic polyp segmentation and dete...

0 Yuhao Du, et al. ∙

research

∙ 08/22/2023

M3PS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization in E-commerce

Given the long textual product information and the product image, Multi-...

0 Tao Chen, et al. ∙

research

∙ 08/20/2023

WMFormer++: Nested Transformer for Visible Watermark Removal via Implict Joint Learning

Watermarking serves as a widely adopted approach to safeguard media copy...

0 Dongjian Huo, et al. ∙

research

∙ 07/21/2023

Divide and Adapt: Active Domain Adaptation via Customized Learning

Active domain adaptation (ADA) aims to improve the model adaptation perf...

0 Duojun Huang, et al. ∙

research

∙ 07/21/2023

Advancing Visual Grounding with Scene Knowledge: Benchmark and Method

Visual grounding (VG) aims to establish fine-grained alignment between v...

0 Zhihong Chen, et al. ∙

research

∙ 07/21/2023

Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation

Parameter Efficient Tuning (PET) has gained attention for reducing the n...

0 Zunnan Xu, et al. ∙

research

∙ 07/19/2023

Improved Distribution Matching for Dataset Condensation

Dataset Condensation aims to condense a large dataset into a smaller one...

0 Ganlong Zhao, et al. ∙

research

∙ 07/16/2023

Semi-DETR: Semi-Supervised Object Detection with Detection Transformers

We analyze the DETR-based framework on semi-supervised object detection ...

0 Jiacheng Zhang, et al. ∙

research

∙ 07/07/2023

Universal Semi-supervised Model Adaptation via Collaborative Consistency Training

In this paper, we introduce a realistic and challenging domain adaptatio...

0 Zizheng Yan, et al. ∙

research

∙ 06/30/2023

Exploration and Exploitation of Unlabeled Data for Open-Set Semi-Supervised Learning

In this paper, we address a complex but practical scenario in semi-super...

0 Ganlong Zhao, et al. ∙

research

∙ 06/13/2023

Parametric Implicit Face Representation for Audio-Driven Facial Reenactment

Audio-driven facial reenactment is a crucial technique that has a range ...

0 Ricong Huang, et al. ∙

research

∙ 06/06/2023

YONA: You Only Need One Adjacent Reference-frame for Accurate and Fast Video Polyp Detection

Accurate polyp detection is essential for assisting clinical rectal canc...

0 Yuncheng Jiang, et al. ∙

research

∙ 05/15/2023

Identity-Preserving Talking Face Generation with Landmark and Appearance Priors

Generating talking face videos from audio attracts lots of research inte...

0 Weizhi Zhong, et al. ∙

research

∙ 04/20/2023

SCoDA: Domain Adaptive Shape Completion for Real Scans

3D shape completion from point clouds is a challenging task, especially ...

0 Yushuang Wu, et al. ∙

research

∙ 02/22/2023

Structure Embedded Nucleus Classification for Histopathology Images

Nuclei classification provides valuable information for histopathology i...

0 Wei Lou, et al. ∙

research

∙ 02/17/2023

Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts

Medical vision-and-language pre-training (Med-VLP) has shown promising i...

0 Zhihong Chen, et al. ∙

research

∙ 01/12/2023

Lesion-aware Dynamic Kernel for Polyp Segmentation

Automatic and accurate polyp segmentation plays an essential role in ear...

0 Ruifei Zhang, et al. ∙

research

∙ 01/12/2023

Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation

Biomedical image segmentation plays a significant role in computer-aided...

18 Ruifei Zhang, et al. ∙

research

∙ 01/12/2023

Adaptive Context Selection for Polyp Segmentation

Accurate polyp segmentation is of great significance for the diagnosis a...

19 Ruifei Zhang, et al. ∙

research

∙ 12/20/2022

Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework

Recently deep neural networks, which require a large amount of annotated...

0 Wei Lou, et al. ∙

research

∙ 12/07/2022

BoxPolyp:Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations

Accurate polyp segmentation is of great importance for colorectal cancer...

0 Jun Wei, et al. ∙

research

∙ 12/02/2022

Compound Batch Normalization for Long-tailed Image Classification

Significant progress has been made in learning image classification neur...

0 Lechao Cheng, et al. ∙

research

∙ 11/12/2022

Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning

We investigate a practical domain adaptation task, called source-free do...

0 Ziyi Zhang, et al. ∙

research

∙ 10/28/2022

OhMG: Zero-shot Open-vocabulary Human Motion Generation

Generating motion in line with text has attracted increasing attention n...

0 Junfan Lin, et al. ∙

research

∙ 09/20/2022

View-Disentangled Transformer for Brain Lesion Detection

Deep neural networks (DNNs) have been widely adopted in brain lesion det...

0 Haofeng Li, et al. ∙

research

∙ 09/19/2022

Attentive Symmetric Autoencoder for Brain MRI Segmentation

Self-supervised learning methods based on image patch reconstruction hav...

0 Junjia Huang, et al. ∙

research

∙ 09/15/2022

Align, Reason and Learn: Enhancing Medical Vision-and-Language Pre-training with Knowledge

Medical vision-and-language pre-training (Med-VLP) has received consider...

0 Zhihong Chen, et al. ∙

research

∙ 08/05/2022

Neighborhood Collective Estimation for Noisy Label Identification and Correction

Learning with noisy labels (LNL) aims at designing strategies to improve...

1 Jichang Li, et al. ∙

research

∙ 07/31/2022

Robust Real-World Image Super-Resolution against Adversarial Attacks

Recently deep neural networks (DNNs) have achieved significant success i...

0 Jiutao Yue, et al. ∙

research

∙ 07/29/2022

Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels

Deep models trained with noisy labels are prone to over-fitting and stru...

2 Ganlong Zhao, et al. ∙

research

∙ 07/02/2022

Less is More: Adaptive Curriculum Learning for Thyroid Nodule Diagnosis

Thyroid nodule classification aims at determining whether the nodule is ...

10 Haifan Gong, et al. ∙

research

∙ 05/14/2022

BronchusNet: Region and Structure Prior Embedded Representation Learning for Bronchus Segmentation and Classification

CT-based bronchial tree analysis plays an important role in the computer...

0 Wenhao Huang, et al. ∙

research

∙ 05/09/2022

Multi-level Consistency Learning for Semi-supervised Domain Adaptation

Semi-supervised domain adaptation (SSDA) aims to apply knowledge learned...

0 Zizheng Yan, et al. ∙

research

∙ 05/07/2022

Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution

Due to the sophisticated imaging process, an identical scene captured by...

0 Xiaoqian Xu, et al. ∙

research

∙ 03/07/2022

Open Set Domain Adaptation By Novel Class Discovery

In Open Set Domain Adaptation (OSDA), large amounts of target samples ar...

0 Jingyu Zhuang, et al. ∙

research

∙ 03/02/2022

X-Trans2Cap: Cross-Modal Knowledge Transfer using Transformer for 3D Dense Captioning

3D dense captioning aims to describe individual objects by natural langu...

0 Zhihao Yuan, et al. ∙

research

∙ 02/26/2022

Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning

Recent advances in deep learning significantly boost the performance of ...

0 Pengxiang Yan, et al. ∙

research

∙ 02/22/2022

PointMatch: A Consistency Training Framework for Weakly SupervisedSemantic Segmentation of 3D Point Clouds

Semantic segmentation of point cloud usually relies on dense annotation ...

3 Yushuang Wu, et al. ∙

research

∙ 02/08/2022

Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation

Semi-supervised learning (SSL), which aims at leveraging a few labeled i...

15 Xinkai Zhao, et al. ∙

research

∙ 11/30/2021

Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction

Land remote sensing analysis is a crucial research in earth science. In ...

0 Lingbo Liu, et al. ∙

research

∙ 10/16/2021

Explore before Moving: A Feasible Path Estimation and Memory Recalling Framework for Embodied Navigation

An embodied task such as embodied question answering (EmbodiedQA), requi...

0 Yang Wu, et al. ∙

research

∙ 09/29/2021

Road Network Guided Fine-Grained Urban Traffic Flow Inference

Accurate inference of fine-grained traffic flow from coarse-grained one ...

0 Lingbo Liu, et al. ∙

research

∙ 08/12/2021

Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning

Open-set semi-supervised learning (open-set SSL) investigates a challeng...

0 Junkai Huang, et al. ∙

research

∙ 08/11/2021

Towards Interpretable Deep Networks for Monocular Depth Estimation

Deep networks for Monocular Depth Estimation (MDE) have achieved promisi...

8 Zunzhi You, et al. ∙

research

∙ 07/02/2021

Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation

Metro origin-destination prediction is a crucial yet challenging task fo...

0 Lingbo Liu, et al. ∙

research

∙ 05/15/2021

Cross-Modal Progressive Comprehension for Referring Segmentation

Given a natural language expression and an image/video, the goal of refe...

0 Si Liu, et al. ∙

research

∙ 05/14/2021

Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation

Language-queried video actor segmentation aims to predict the pixel-leve...

0 Tianrui Hui, et al. ∙

research

∙ 05/01/2021

Cross-Modal Self-Attention with Multi-Task Pre-Training for Medical Visual Question Answering

Due to the severe lack of labeled data, existing methods of medical visu...

0 Haifan Gong, et al. ∙

research

∙ 04/19/2021

Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation

In semi-supervised domain adaptation, a few labeled samples per class in...

8 Jichang Li, et al. ∙

research

∙ 04/07/2021

Deep Transformers for Fast Small Intestine Grounding in Capsule Endoscope Video

Capsule endoscopy is an evolutional technique for examining and diagnosi...

0 Xinkai Zhao, et al. ∙

Guanbin Li

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