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09/20/2023
Multi-Risk-RRT: An Efficient Motion Planning Algorithm for Robotic Autonomous Luggage Trolley Collection at Airports
Robots have become increasingly prevalent in dynamic and crowded environ...
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09/08/2023
LLMCad: Fast and Scalable On-device Large Language Model Inference
Generative tasks, such as text generation and question answering, hold a...
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09/06/2023
Prompt-based All-in-One Image Restoration using CNNs and Transformer
Image restoration aims to recover the high-quality images from their deg...
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08/19/2023
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection
Early detection of dysplasia of the cervix is critical for cervical canc...
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08/05/2023
Bootstrapping Contrastive Learning Enhanced Music Cold-Start Matching
We study a particular matching task we call Music Cold-Start Matching. I...
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08/05/2023
VoxelMap++: Mergeable Voxel Mapping Method for Online LiDAR(-inertial) Odometry
This paper presents VoxelMap++: a voxel mapping method with plane mergin...
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07/22/2023
Optimized Network Architectures for Large Language Model Training with Billions of Parameters
This paper challenges the well-established paradigm for building any-to-...
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07/17/2023
Where Did the President Visit Last Week? Detecting Celebrity Trips from News Articles
Celebrities' whereabouts are of pervasive importance. For instance, wher...
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07/12/2023
DSPC: Efficiently Answering Shortest Path Counting on Dynamic Graphs
The widespread use of graph data in various applications and the highly ...
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06/17/2023
Query2GMM: Learning Representation with Gaussian Mixture Model for Reasoning over Knowledge Graphs
Logical query answering over Knowledge Graphs (KGs) is a fundamental yet...
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05/31/2023
AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis
Multimodal aspect-based sentiment analysis (MABSA) aims to extract aspec...
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05/22/2023
Bidirectional Transformer Reranker for Grammatical Error Correction
Pre-trained seq2seq models have achieved state-of-the-art results in the...
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05/19/2023
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment
Entity Alignment (EA) aims to find the equivalent entities between two K...
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05/09/2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
Image restoration is the task of aiming to obtain a high-quality image f...
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03/23/2023
Plug-and-Play Regulators for Image-Text Matching
Exploiting fine-grained correspondence and visual-semantic alignments ha...
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03/23/2023
Limits of Predictability in Top-N Recommendation
Top-N recommendation aims to recommend each consumer a small set of N it...
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03/14/2023
Improving Prosody for Cross-Speaker Style Transfer by Semi-Supervised Style Extractor and Hierarchical Modeling in Speech Synthesis
Cross-speaker style transfer in speech synthesis aims at transferring a ...
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03/04/2023
Improving the quality of dental crown using a Transformer-based method
Designing a synthetic crown is a time-consuming, inconsistent, and labor...
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02/09/2023
SF-SGL: Solver-Free Spectral Graph Learning from Linear Measurements
This work introduces a highly-scalable spectral graph densification fram...
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01/27/2023
Bi-AM-RRT*: A Fast and Efficient Sampling-Based Motion Planning Algorithm in Dynamic Environments
The efficiency of sampling-based motion planning brings wide application...
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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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01/11/2023
Illegal Intelligent Reflecting Surface Based Active Channel Aging: When Jammer Can Attack Without Power and CSI
Illegal intelligent reflecting surfaces (I-IRSs), i.e., the illegal depl...
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11/27/2022
BadPrompt: Backdoor Attacks on Continuous Prompts
The prompt-based learning paradigm has gained much research attention re...
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11/16/2022
Efficiently Answering Quality Constrained Shortest Distance Queries in Large Graphs
The shortest-path distance is a fundamental concept in graph analytics a...
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10/24/2022
Langevin dynamics based algorithm e-THεO POULA for stochastic optimization problems with discontinuous stochastic gradient
We introduce a new Langevin dynamics based algorithm, called e-THεO POUL...
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10/17/2022
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion
Multimodal knowledge graph completion (MKGC) aims to predict missing ent...
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09/18/2022
Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances
Despite the great progress of Visual Question Answering (VQA), current V...
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09/09/2022
Multi-grained Label Refinement Network with Dependency Structures for Joint Intent Detection and Slot Filling
Slot filling and intent detection are two fundamental tasks in the field...
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09/02/2022
Marginal Regression on Transient State Occupation Probabilities with Clustered Multistate Process Data
Clustered multistate process data are commonly encountered in multicente...
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08/26/2022
Towards Higher-order Topological Consistency for Unsupervised Network Alignment
Network alignment task, which aims to identify corresponding nodes in di...
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08/10/2022
Semi-supervised segmentation of tooth from 3D Scanned Dental Arches
Teeth segmentation is an important topic in dental restorations that is ...
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07/06/2022
Non-asymptotic convergence bounds for modified tamed unadjusted Langevin algorithm in non-convex setting
We consider the problem of sampling from a high-dimensional target distr...
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07/02/2022
Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review
The intelligent dialogue system, aiming at communicating with humans har...
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07/02/2022
Multi-scale Attentive Image De-raining Networks via Neural Architecture Search
Multi-scale architectures and attention modules have shown effectiveness...
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05/28/2022
equations of multi-period cluster randomized trials with application to stepped wedge designs
Multi-period cluster randomized trials (CRTs) are increasingly used for ...
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05/01/2022
Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving
Detection of rare objects (e.g., traffic cones, traffic barrels and traf...
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04/28/2022
Probabilistic Models for Manufacturing Lead Times
In this study, we utilize Gaussian processes, probabilistic neural netwo...
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04/02/2022
Mix-up Self-Supervised Learning for Contrast-agnostic Applications
Contrastive self-supervised learning has attracted significant research ...
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03/17/2022
Example-Based Vulnerability Detection and Repair in Java Code
The Java libraries JCA and JSSE offer cryptographic APIs to facilitate s...
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03/08/2022
Testing for Treatment Effect Twice Using Internal and External Controls in Clinical Trials
Leveraging external controls – relevant individual patient data under co...
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02/01/2022
TopoOpt: Optimizing the Network Topology for Distributed DNN Training
We explore a novel approach for building DNN training clusters using com...
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01/25/2022
Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching
Subgraph matching is a fundamental problem in various fields that use gr...
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12/08/2021
Sparse Representations of Solutions to a class of Random Boundary Value Problems
In the present study, we consider sparse representations of solutions to...
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11/26/2021
Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Fusion Encoder: Application to Liver Tumor and Vessel 3D reconstruction
Liver cancer is one of the most common malignant diseases in the world. ...
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11/09/2021
Building an AI-ready RSE Workforce
Artificial Intelligence has been transforming industries and academic re...
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10/27/2021
SiamPolar: Semi-supervised Realtime Video Object Segmentation with Polar Representation
Video object segmentation (VOS) is an essential part of autonomous vehic...
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10/23/2021
Towards User Engagement Dynamics in Social Networks
The engagement of each user in a social network is an essential indicato...
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10/01/2021
A Survey of Knowledge Enhanced Pre-trained Models
Pre-trained models learn contextualized word representations on large-sc...
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09/16/2021
Decoupling Long- and Short-Term Patterns in Spatiotemporal Inference
Sensors are the key to sensing the environment and imparting benefits to...
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08/15/2021