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09/18/2023
FedLALR: Client-Specific Adaptive Learning Rates Achieve Linear Speedup for Non-IID Data
Federated learning is an emerging distributed machine learning method, e...
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08/19/2023
HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding
Natural language understanding (NLU) is integral to various social media...
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08/14/2023
Data Generation-based Operator Learning for Solving Partial Differential Equations on Unbounded Domains
Wave propagation problems are typically formulated as partial differenti...
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08/13/2023
An Adaptive Phase-Field Method for Structural Topology Optimization
In this work, we develop an adaptive algorithm for the efficient numeric...
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08/11/2023
Safety in Traffic Management Systems: A Comprehensive Survey
Traffic management systems play a vital role in ensuring safe and effici...
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06/16/2023
Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Overall Macromolecular Signal
Magnetic Resonance Spectroscopy (MRS) is an important non-invasive techn...
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06/15/2023
Rethinking Document-Level Relation Extraction: A Reality Check
Recently, numerous efforts have continued to push up performance boundar...
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06/12/2023
UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective Optimization
Social media platforms are essential outlets for expressing opinions, pr...
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05/24/2023
Topic-Guided Self-Introduction Generation for Social Media Users
Millions of users are active on social media. To allow users to better s...
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05/15/2023
M^6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout Analysis
Document layout analysis is a crucial prerequisite for document understa...
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05/04/2023
2x Faster Language Model Pre-training via Masked Structural Growth
Acceleration of large language model pre-training is a critical issue in...
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05/04/2023
Point Transformer For Coronary Artery Labeling
Coronary CT angiography (CCTA) scans are widely used for diagnosis of co...
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04/28/2023
Earning Extra Performance from Restrictive Feedbacks
Many machine learning applications encounter a situation where model pro...
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04/06/2023
Can Large Language Models Play Text Games Well? Current State-of-the-Art and Open Questions
Large language models (LLMs) such as ChatGPT and GPT-4 have recently dem...
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03/29/2023
Multi-View Clustering via Semi-non-negative Tensor Factorization
Multi-view clustering (MVC) based on non-negative matrix factorization (...
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03/27/2023
Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification
Social media is daily creating massive multimedia content with paired im...
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03/13/2023
Continuous sign language recognition based on cross-resolution knowledge distillation
The goal of continuous sign language recognition(CSLR) research is to ap...
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03/06/2023
Joint Optimization of Relay Selection and Transmission Scheduling for UAV-Aided mmWave Vehicular Networks
To deal with the explosive growth of mobile traffic, millimeter-wave (mm...
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03/01/2023
AdaSAM: Boosting Sharpness-Aware Minimization with Adaptive Learning Rate and Momentum for Training Deep Neural Networks
Sharpness aware minimization (SAM) optimizer has been extensively explor...
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03/01/2023
P^2SDF for Neural Indoor Scene Reconstruction
Given only a set of images, neural implicit surface representation has s...
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02/26/2023
Understanding Social Media Cross-Modality Discourse in Linguistic Space
The multimedia communications with texts and images are popular on socia...
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01/17/2023
Audio2Gestures: Generating Diverse Gestures from Audio
People may perform diverse gestures affected by various mental and physi...
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12/04/2022
A Fine-grained Chinese Software Privacy Policy Dataset for Sequence Labeling and Regulation Compliant Identification
Privacy protection raises great attention on both legal levels and user ...
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12/01/2022
Path Planning Considering Time-Varying and Uncertain Movement Speed in Multi-Robot Automatic Warehouses: Problem Formulation and Algorithm
Path planning in the multi-robot system refers to calculating a set of a...
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11/20/2022
SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal Control
Traffic signal control is safety-critical for our daily life. Roughly on...
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11/09/2022
Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind
When reading a story, humans can rapidly understand new fictional charac...
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11/07/2022
Temporal superimposed crossover module for effective continuous sign language
The ultimate goal of continuous sign language recognition(CSLR) is to fa...
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10/29/2022
2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study
Objective: Radiomics, an emerging tool for medical image analysis, is po...
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10/21/2022
Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation
Knowledge distillation is one of the primary methods of transferring kno...
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10/20/2022
An Attention-Guided and Wavelet-Constrained Generative Adversarial Network for Infrared and Visible Image Fusion
The GAN-based infrared and visible image fusion methods have gained ever...
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10/20/2022
MBTI Personality Prediction for Fictional Characters Using Movie Scripts
An NLP model that understands stories should be able to understand the c...
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10/06/2022
Time Will Change Things: An Empirical Study on Dynamic Language Understanding in Social Media Classification
Language features are ever-evolving in the real-world social media envir...
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08/17/2022
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework based on Semantic Blocks
Unsupervised summarization methods have achieved remarkable results by i...
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07/29/2022
Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach
Online and offline handwritten Chinese text recognition (HTCR) has been ...
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07/03/2022
Continuous Sign Language Recognition via Temporal Super-Resolution Network
Aiming at the problem that the spatial-temporal hierarchical continuous ...
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06/06/2022
An inverse random source problem for the Helium production-diffusion equation driven by a fractional Brownian motion
In this paper, we consider the prediction of the helium concentrations a...
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05/18/2022
Mobility Support for Millimeter Wave Communications: Opportunities and Challenges
Millimeter-wave (mmWave) communication technology offers a potential and...
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05/18/2022
Attention-based Multimodal Feature Representation Model for Micro-video Recommendation
In recommender systems, models mostly use a combination of embedding lay...
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05/01/2022
The Cross-lingual Conversation Summarization Challenge
We propose the shared task of cross-lingual conversation summarization, ...
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04/30/2022
A Survey of Machine Narrative Reading Comprehension Assessments
As the body of research on machine narrative comprehension grows, there ...
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04/21/2022
Domain Invariant Model with Graph Convolutional Network for Mammogram Classification
Due to its safety-critical property, the image-based diagnosis is desire...
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04/20/2022
Analyzing the Intensity of Complaints on Social Media
Complaining is a speech act that expresses a negative inconsistency betw...
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04/18/2022
Saliency in Augmented Reality
With the rapid development of multimedia technology, Augmented Reality (...
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04/16/2022
TVShowGuess: Character Comprehension in Stories as Speaker Guessing
We propose a new task for assessing machines' skills of understanding fi...
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04/08/2022
Multi-scale temporal network for continuous sign language recognition
Continuous Sign Language Recognition (CSLR) is a challenging research ta...
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03/06/2022
Doctor Recommendation in Online Health Forums via Expertise Learning
Huge volumes of patient queries are daily generated on online health for...
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02/14/2022
Single-stage Rotate Object Detector via Two Points with Solar Corona Heatmap
Oriented object detection is a crucial task in computer vision. Current ...
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02/11/2022
Adversarial Attacks and Defense Methods for Power Quality Recognition
Vulnerability of various machine learning methods to adversarial example...
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02/02/2022
Decoupled IoU Regression for Object Detection
Non-maximum suppression (NMS) is widely used in object detection pipelin...
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01/28/2022