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08/31/2023
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models
Current speech large language models build upon discrete speech represen...
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08/02/2023
Training-Free Instance Segmentation from Semantic Image Segmentation Masks
In recent years, the development of instance segmentation has garnered s...
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05/30/2023
The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)
Gliomas are the most common type of primary brain tumors. Although gliom...
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05/19/2023
DUB: Discrete Unit Back-translation for Speech Translation
How can speech-to-text translation (ST) perform as well as machine trans...
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05/18/2023
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities
Multi-modal large language models are regarded as a crucial step towards...
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05/04/2023
Should ChatGPT and Bard Share Revenue with Their Data Providers? A New Business Model for the AI Era
With various AI tools such as ChatGPT becoming increasingly popular, we ...
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05/01/2023
Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation
Medical image segmentation is a fundamental task in the community of med...
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04/18/2023
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation
Thanks to the advantages of the friendly annotations and the satisfactor...
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03/23/2023
A Permutable Hybrid Network for Volumetric Medical Image Segmentation
The advent of Vision Transformer (ViT) has brought substantial advanceme...
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03/17/2023
Semantic Scene Completion with Cleaner Self
Semantic Scene Completion (SSC) transforms an image of single-view depth...
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03/13/2023
Vessel-Promoted OCT to OCTA Image Translation by Heuristic Contextual Constraints
Optical Coherence Tomography Angiography (OCTA) has become increasingly ...
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03/07/2023
Operationalizing AI in Future Networks: A Bird's Eye View from the System Perspective
Modern Artificial Intelligence (AI) technologies, led by Machine Learnin...
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02/02/2023
Deep-Learning Tool for Early Identifying Non-Traumatic Intracranial Hemorrhage Etiology based on CT Scan
Background: To develop an artificial intelligence system that can accura...
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10/05/2022
Centralized Feature Pyramid for Object Detection
Visual feature pyramid has shown its superiority in both effectiveness a...
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09/21/2022
Deep Learning for Medical Image Segmentation: Tricks, Challenges and Future Directions
Over the past few years, the rapid development of deep learning technolo...
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09/20/2022
Graph Reasoning Transformer for Image Parsing
Capturing the long-range dependencies has empirically proven to be effec...
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09/13/2022
Nonlinear Spectral Duality
Nonlinear eigenvalue problems for pairs of homogeneous convex functions ...
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07/22/2022
Rethinking the Reference-based Distinctive Image Captioning
Distinctive Image Captioning (DIC) – generating distinctive captions tha...
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05/04/2022
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation
The purpose of federated learning is to enable multiple clients to joint...
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03/04/2022
The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights
Combinatorial optimization is a well-established area in operations rese...
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11/29/2021
FaceAtlasAR: Atlas of Facial Acupuncture Points in Augmented Reality
Acupuncture is a technique in which practitioners stimulate specific poi...
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11/11/2021
Towards Domain-Independent and Real-Time Gesture Recognition Using mmWave Signal
Human gesture recognition using millimeter wave (mmWave) signals provide...
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06/23/2021
Region-Aware Network: Model Human's Top-Down Visual Perception Mechanism for Crowd Counting
Background noise and scale variation are common problems that have been ...
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03/21/2021
Learning Calibrated-Guidance for Object Detection in Aerial Images
Recently, the study on object detection in aerial images has made tremen...
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01/04/2021
Machine Learning based Malicious Payload Identification in Software-Defined Networking
Deep packet inspection (DPI) has been extensively investigated in softwa...
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09/26/2020
Causal Intervention for Weakly-Supervised Semantic Segmentation
We present a causal inference framework to improve Weakly-Supervised Sem...
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09/23/2020
Dual-SLAM: A framework for robust single camera navigation
SLAM (Simultaneous Localization And Mapping) seeks to provide a moving a...
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08/12/2020
Mask Detection and Breath Monitoring from Speech: on Data Augmentation, Feature Representation and Modeling
This paper introduces our approaches for the Mask and Breathing Sub-Chal...
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07/18/2020
Feature Pyramid Transformer
Feature interactions across space and scales underpin modern visual reco...
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05/30/2020
Reconstructing undersampled photoacoustic microscopy images using deep learning
One primary technical challenge in photoacoustic microscopy (PAM) is the...
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12/19/2019
A multi-label classification method using a hierarchical and transparent representation for paper-reviewer recommendation
Paper-reviewer recommendation task is of significant academic importance...
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07/20/2019
Direct Quantification for Coronary Artery Stenosis Using Multiview Learning
The quantification of the coronary artery stenosis is of significant cli...
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12/23/2018
Border Effect of Complex Network: An analysis on the cooperation network of movie stars across different regions
People always carry out social activities within certain geographic spac...
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08/02/2018
Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds
With multiple crowd gatherings of millions of people every year in event...
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04/10/2017
ClusterNet: Detecting Small Objects in Large Scenes by Exploiting Spatio-Temporal Information
Object detection in wide area motion imagery (WAMI) has drawn the attent...
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04/03/2017
Unsupervised Action Proposal Ranking through Proposal Recombination
Recently, action proposal methods have played an important role in actio...
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10/13/2016
Video Fill in the Blank with Merging LSTMs
Given a video and its incomplete textural description with missing words...
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07/12/2016
Local feature hierarchy for face recognition across pose and illumination
Even though face recognition in frontal view and normal lighting conditi...
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04/26/2016
A Framework for Human Pose Estimation in Videos
In this paper, we present a method to estimate a sequence of human poses...
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12/29/2015
Robust Scene Text Recognition Using Sparse Coding based Features
In this paper, we propose an effective scene text recognition method usi...
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09/28/2013