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09/15/2023
Efficient Polyp Segmentation Via Integrity Learning
Accurate polyp delineation in colonoscopy is crucial for assisting in di...
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09/14/2023
Masked Diffusion with Task-awareness for Procedure Planning in Instructional Videos
A key challenge with procedure planning in instructional videos lies in ...
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08/09/2023
Feature Modulation Transformer: Cross-Refinement of Global Representation via High-Frequency Prior for Image Super-Resolution
Transformer-based methods have exhibited remarkable potential in single ...
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07/11/2023
SAM^Med: A medical image annotation framework based on large vision model
Recently, large vision model, Segment Anything Model (SAM), has revoluti...
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07/06/2023
Revisiting Computer-Aided Tuberculosis Diagnosis
Tuberculosis (TB) is a major global health threat, causing millions of d...
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07/05/2023
Evaluating AI systems under uncertain ground truth: a case study in dermatology
For safety, AI systems in health undergo thorough evaluations before dep...
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06/01/2023
Using generative AI to investigate medical imagery models and datasets
AI models have shown promise in many medical imaging tasks. However, our...
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05/16/2023
NightHazeFormer: Single Nighttime Haze Removal Using Prior Query Transformer
Nighttime image dehazing is a challenging task due to the presence of mu...
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05/15/2023
Five A^+ Network: You Only Need 9K Parameters for Underwater Image Enhancement
A lightweight underwater image enhancement network is of great significa...
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05/09/2023
Predicting Cardiovascular Disease Risk using Photoplethysmography and Deep Learning
Cardiovascular diseases (CVDs) are responsible for a large proportion of...
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04/23/2023
Indiscernible Object Counting in Underwater Scenes
Recently, indiscernible scene understanding has attracted a lot of atten...
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03/23/2023
PointGame: Geometrically and Adaptively Masked Auto-Encoder on Point Clouds
Self-supervised learning is attracting large attention in point cloud un...
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03/13/2023
DEHRFormer: Real-time Transformer for Depth Estimation and Haze Removal from Varicolored Haze Scenes
Varicolored haze caused by chromatic casts poses haze removal and depth ...
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02/23/2023
RSFDM-Net: Real-time Spatial and Frequency Domains Modulation Network for Underwater Image Enhancement
Underwater images typically experience mixed degradations of brightness ...
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02/23/2023
Generative Sentiment Transfer via Adaptive Masking
Sentiment transfer aims at revising the input text to satisfy a given se...
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12/26/2022
Large Language Models Encode Clinical Knowledge
Large language models (LLMs) have demonstrated impressive capabilities i...
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12/14/2022
Deep Negative Correlation Classification
Ensemble learning serves as a straightforward way to improve the perform...
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11/04/2022
MONAI: An open-source framework for deep learning in healthcare
Artificial Intelligence (AI) is having a tremendous impact across most a...
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10/08/2022
Fourier Neural Solver for large sparse linear algebraic systems
Large sparse linear algebraic systems can be found in a variety of scien...
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10/03/2022
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration
Recently, image restoration transformers have achieved comparable perfor...
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08/20/2022
SnowFormer: Scale-aware Transformer via Context Interaction for Single Image Desnowing
Single image desnowing is a common yet challenging task. The complex sno...
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08/19/2022
End-to-end Clinical Event Extraction from Chinese Electronic Health Record
Event extraction is an important work of medical text processing. Accord...
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08/18/2022
Ret3D: Rethinking Object Relations for Efficient 3D Object Detection in Driving Scenes
Current efficient LiDAR-based detection frameworks are lacking in exploi...
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07/21/2022
Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation
The essence of video semantic segmentation (VSS) is how to leverage temp...
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07/19/2022
Discovering novel systemic biomarkers in photos of the external eye
External eye photos were recently shown to reveal signs of diabetic reti...
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07/12/2022
MSP-Former: Multi-Scale Projection Transformer for Single Image Desnowing
Image restoration of snow scenes in severe weather is a difficult task. ...
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07/12/2022
Towards Real-time High-Definition Image Snow Removal: Efficient Pyramid Network with Asymmetrical Encoder-decoder Architecture
In winter scenes, the degradation of images taken under snow can be pret...
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05/19/2022
Robust and Efficient Medical Imaging with Self-Supervision
Recent progress in Medical Artificial Intelligence (AI) has delivered sy...
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04/19/2022
Towards Efficient Single Image Dehazing and Desnowing
Removing adverse weather conditions like rain, fog, and snow from images...
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04/08/2022
Towards Reliable and Explainable AI Model for Solid Pulmonary Nodule Diagnosis
Lung cancer has the highest mortality rate of deadly cancers in the worl...
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04/07/2022
Coarse-to-Fine Feature Mining for Video Semantic Segmentation
The contextual information plays a core role in semantic segmentation. A...
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03/22/2022
Joint Noise Reduction and Listening Enhancement for Full-End Speech Enhancement
Speech enhancement (SE) methods mainly focus on recovering clean speech ...
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03/21/2022
Underwater Light Field Retention : Neural Rendering for Underwater Imaging
Underwater Image Rendering aims to generate a true-to-life underwater im...
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03/17/2022
Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle
Deep learning-based methods have made significant achievements for image...
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03/16/2022
Zero Pixel Directional Boundary by Vector Transform
Boundaries are among the primary visual cues used by human and computer ...
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03/16/2022
LEVEN: A Large-Scale Chinese Legal Event Detection Dataset
Recognizing facts is the most fundamental step in making judgments, henc...
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02/21/2022
The PCG-AIID System for L3DAS22 Challenge: MIMO and MISO convolutional recurrent Network for Multi Channel Speech Enhancement and Speech Recognition
This paper described the PCG-AIID system for L3DAS22 challenge in Task 1...
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11/11/2021
Uformer: A Unet based dilated complex real dual-path conformer network for simultaneous speech enhancement and dereverberation
Complex spectrum and magnitude are considered as two major features of s...
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08/17/2021
Boosting Salient Object Detection with Transformer-based Asymmetric Bilateral U-Net
Existing salient object detection (SOD) methods mainly rely on CNN-based...
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08/04/2021
Boosting Few-shot Semantic Segmentation with Transformers
Due to the fact that fully supervised semantic segmentation methods requ...
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06/22/2021
P2T: Pyramid Pooling Transformer for Scene Understanding
This paper jointly resolves two problems in vision transformer: i) the c...
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06/06/2021
Transformer in Convolutional Neural Networks
We tackle the low-efficiency flaw of vision transformer caused by the hi...
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05/23/2021
Boosting Crowd Counting with Transformers
Significant progress on the crowd counting problem has been achieved by ...
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05/16/2021
Deep learning for detecting pulmonary tuberculosis via chest radiography: an international study across 10 countries
Tuberculosis (TB) is a top-10 cause of death worldwide. Though the WHO r...
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04/08/2021
Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
We develop and rigorously evaluate a deep learning based system that can...
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01/15/2021
Coarse-grained decomposition and fine-grained interaction for multi-hop question answering
Recent advances regarding question answering and reading comprehension h...
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12/24/2020
MobileSal: Extremely Efficient RGB-D Salient Object Detection
The high computational cost of neural networks has prevented recent succ...
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12/24/2020
EDN: Salient Object Detection via Extremely-Downsampled Network
Recent progress on salient object detection (SOD) mainly benefits from m...
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11/23/2020
Detecting hidden signs of diabetes in external eye photographs
Diabetes-related retinal conditions can be detected by examining the pos...
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11/17/2020