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09/16/2023
AOSR-Net: All-in-One Sandstorm Removal Network
Most existing sandstorm image enhancement methods are based on tradition...
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09/05/2023
Debiased Regression Adjustment in Completely Randomized Experiments with Moderately High-dimensional Covariates
Completely randomized experiment is the gold standard for causal inferen...
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09/02/2023
Explainability for Large Language Models: A Survey
Large language models (LLMs) have demonstrated impressive capabilities i...
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08/28/2023
RecMind: Large Language Model Powered Agent For Recommendation
Recent advancements in instructing Large Language Models (LLMs) to utili...
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07/31/2023
Multilingual context-based pronunciation learning for Text-to-Speech
Phonetic information and linguistic knowledge are an essential component...
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07/30/2023
A Message Passing Detection based Affine Frequency Division Multiplexing Communication System
The next generation of wireless communication technology is anticipated ...
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07/26/2023
Words That Stick: Predicting Decision Making and Synonym Engagement Using Cognitive Biases and Computational Linguistics
This research draws upon cognitive psychology and information systems st...
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07/26/2023
A Predictive Model of Digital Information Engagement: Forecasting User Engagement With English Words by Incorporating Cognitive Biases, Computational Linguistics and Natural La
This study introduces and empirically tests a novel predictive model for...
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07/25/2023
One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction
Magnetic resonance imaging (MRI) is a principal radiological modality th...
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06/26/2023
ContentCTR: Frame-level Live Streaming Click-Through Rate Prediction with Multimodal Transformer
In recent years, live streaming platforms have gained immense popularity...
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06/11/2023
A Pairing Enhancement Approach for Aspect Sentiment Triplet Extraction
Aspect Sentiment Triplet Extraction (ASTE) aims to extract the triplet o...
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06/06/2023
Student Classroom Behavior Detection based on Improved YOLOv7
Accurately detecting student behavior in classroom videos can aid in ana...
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06/01/2023
Blockchain-based Decentralized Co-governance: Innovations and Solutions for Sustainable Crowdfunding
This thesis provides an in-depth exploration of the Decentralized Co-gov...
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05/31/2023
Adam Accumulation to Reduce Memory Footprints of both Activations and Gradients for Large-scale DNN Training
Running out of GPU memory has become a main bottleneck for large-scale D...
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05/31/2023
Lattice-Aided Extraction of Spread-Spectrum Hidden Data
This paper discusses the problem of extracting spread spectrum hidden da...
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05/29/2023
Reversible Deep Neural Network Watermarking:Matching the Floating-point Weights
Static deep neural network (DNN) watermarking embeds watermarks into the...
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05/25/2023
Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation
Semi-supervised medical image segmentation offers a promising solution f...
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05/25/2023
Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image Segmentation
Consistency learning plays a crucial role in semi-supervised medical ima...
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05/23/2023
Interpretation of Time-Series Deep Models: A Survey
Deep learning models developed for time-series associated tasks have bec...
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05/23/2023
Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding
Conversational AI systems such as Alexa need to understand defective que...
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05/22/2023
DEGREE: Decomposition Based Explanation For Graph Neural Networks
Graph Neural Networks (GNNs) are gaining extensive attention for their a...
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05/21/2023
Integer or Floating Point? New Outlooks for Low-Bit Quantization on Large Language Models
Efficient deployment of large language models (LLMs) necessitates low-bi...
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05/19/2023
State-based Modal Logics for Free Choice
We study the mathematical properties of bilateral state-based modal logi...
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05/17/2023
OR-NeRF: Object Removing from 3D Scenes Guided by Multiview Segmentation with Neural Radiance Fields
The emergence of Neural Radiance Fields (NeRF) for novel view synthesis ...
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05/16/2023
The Ways of Words: The Impact of Word Choice on Information Engagement and Decision Making
Little research has explored how information engagement (IE), the degree...
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05/13/2023
Student Classroom Behavior Detection based on YOLOv7-BRA and Multi-Model Fusion
Accurately detecting student behavior in classroom videos can aid in ana...
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05/12/2023
PALR: Personalization Aware LLMs for Recommendation
Large language models (LLMs) have recently received significant attentio...
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05/12/2023
SSD-MonoDTR: Supervised Scale-constrained Deformable Transformer for Monocular 3D Object Detection
Transformer-based methods have demonstrated superior performance for mon...
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05/06/2023
Learning Hybrid Actor-Critic Maps for 6D Non-Prehensile Manipulation
Manipulating objects without grasping them is an essential component of ...
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04/28/2023
DSEC-MOS: Segment Any Moving Object with Moving Ego Vehicle
Moving Object Segmentation (MOS), a crucial task in computer vision, has...
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04/17/2023
MDDL: A Framework for Reinforcement Learning-based Position Allocation in Multi-Channel Feed
Nowadays, the mainstream approach in position allocation system is to ut...
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04/15/2023
OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization
Transformer-based large language models (LLMs) have achieved great succe...
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04/09/2023
Reweighted Mixup for Subpopulation Shift
Subpopulation shift exists widely in many real-world applications, which...
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04/07/2023
Ring-Rotor: A Novel Retractable Ring-shaped Quadrotor with Aerial Grasping and Transportation Capability
This letter presents a novel and retractable ring-shaped quadrotor calle...
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03/27/2023
A large-scale dataset for end-to-end table recognition in the wild
Table recognition (TR) is one of the research hotspots in pattern recogn...
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03/20/2023
Did You Train on My Dataset? Towards Public Dataset Protection with Clean-Label Backdoor Watermarking
The huge supporting training data on the Internet has been a key factor ...
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03/17/2023
IRGen: Generative Modeling for Image Retrieval
While generative modeling has been ubiquitous in natural language proces...
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03/15/2023
SeqCo-DETR: Sequence Consistency Training for Self-Supervised Object Detection with Transformers
Self-supervised pre-training and transformer-based networks have signifi...
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03/14/2023
Generation-Guided Multi-Level Unified Network for Video Grounding
Video grounding aims to locate the timestamps best matching the query de...
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03/13/2023
Spatial Attention and Syntax Rule Enhanced Tree Decoder for Offine Handwritten Mathematical Expression Recognition
Offline Handwritten Mathematical Expression Recognition (HMER) has been ...
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03/13/2023
AGTGAN: Unpaired Image Translation for Photographic Ancient Character Generation
The study of ancient writings has great value for archaeology and philol...
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03/09/2023
NoiseCAM: Explainable AI for the Boundary Between Noise and Adversarial Attacks
Deep Learning (DL) and Deep Neural Networks (DNNs) are widely used in va...
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03/05/2023
CoRTX: Contrastive Framework for Real-time Explanation
Recent advancements in explainable machine learning provide effective an...
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02/21/2023
Learning 3D Photography Videos via Self-supervised Diffusion on Single Images
3D photography renders a static image into a video with appealing 3D vis...
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02/10/2023
Deep Seam Prediction for Image Stitching Based on Selection Consistency Loss
Image stitching is to construct panoramic images with wider field of vis...
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02/08/2023
A Unified Multi-view Multi-person Tracking Framework
Although there is a significant development in 3D Multi-view Multi-perso...
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02/07/2023
Efficient XAI Techniques: A Taxonomic Survey
Recently, there has been a growing demand for the deployment of Explaina...
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02/06/2023
PIER: Permutation-Level Interest-Based End-to-End Re-ranking Framework in E-commerce
Re-ranking draws increased attention on both academics and industries, w...
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01/29/2023
Conditional generalized quantiles based on expected utility model and equivalent characterization of properties
As a counterpart to the (static) risk measures of generalized quantiles ...
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01/26/2023
