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09/11/2023
Dual-view Curricular Optimal Transport for Cross-lingual Cross-modal Retrieval
Current research on cross-modal retrieval is mostly English-oriented, as...
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07/23/2023
Early Prediction of Alzheimers Disease Leveraging Symptom Occurrences from Longitudinal Electronic Health Records of US Military Veterans
Early prediction of Alzheimer's disease (AD) is crucial for timely inter...
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07/13/2023
In-context Autoencoder for Context Compression in a Large Language Model
We propose the In-context Autoencoder (ICAE) for context compression in ...
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07/05/2023
ODD: A Benchmark Dataset for the NLP-based Opioid Related Aberrant Behavior Detection
Opioid related aberrant behaviors (ORAB) present novel risk factors for ...
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07/02/2023
End-to-End Out-of-distribution Detection with Self-supervised Sampling
Out-of-distribution (OOD) detection empowers the model trained on the cl...
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06/05/2023
Interactive Editing for Text Summarization
Summarizing lengthy documents is a common and essential task in our dail...
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05/17/2023
Smart Word Suggestions for Writing Assistance
Enhancing word usage is a desired feature for writing assistance. To fur...
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04/17/2023
An Evaluation on Large Language Model Outputs: Discourse and Memorization
We present an empirical evaluation of various outputs generated by nine ...
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02/12/2023
Generalized Few-Shot Continual Learning with Contrastive Mixture of Adapters
The goal of Few-Shot Continual Learning (FSCL) is to incrementally learn...
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12/20/2022
Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite
We introduce PoliteRewrite – a dataset for polite language rewrite which...
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12/08/2022
Momentum Calibration for Text Generation
The input and output of most text generation tasks can be transformed to...
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12/05/2022
Hierarchical Contrast for Unsupervised Skeleton-based Action Representation Learning
This paper targets unsupervised skeleton-based action representation lea...
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12/01/2022
Extensible Prompts for Language Models
We propose eXtensible Prompt (X-Prompt) for prompting a large language m...
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11/03/2022
Latent Prompt Tuning for Text Summarization
Prompts with different control signals (e.g., length, keywords, etc.) ca...
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09/13/2022
Smart Contract Vulnerability Detection Technique: A Survey
Smart contract, one of the most successful applications of blockchain, i...
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08/26/2022
Cross-Lingual Cross-Modal Retrieval with Noise-Robust Learning
Despite the recent developments in the field of cross-modal retrieval, t...
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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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10/04/2021
Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework
Model smoothing is of central importance for obtaining a reliable teache...
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07/24/2021
Combining Graph Neural Networks with Expert Knowledge for Smart Contract Vulnerability Detection
Smart contract vulnerability detection draws extensive attention in rece...
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05/15/2021
Multi-scale super-resolution generation of low-resolution scanned pathological images
Digital pathology slide is easy to store and manage, convenient to brows...
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03/25/2021
Rethinking Deep Contrastive Learning with Embedding Memory
Pair-wise loss functions have been extensively studied and shown to cont...
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03/12/2021
Deep Dual Consecutive Network for Human Pose Estimation
Multi-frame human pose estimation in complicated situations is challengi...
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02/02/2021
Progressive Localization Networks for Language-based Moment Localization
This paper targets the task of language-based moment localization. The l...
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11/26/2020
Automatic Detection of Cardiac Chambers Using an Attention-based YOLOv4 Framework from Four-chamber View of Fetal Echocardiography
Echocardiography is a powerful prenatal examination tool for early diagn...
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07/06/2020
Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval
The rapid growth of user-generated videos on the Internet has intensifie...
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03/11/2020
Channel Interaction Networks for Fine-Grained Image Categorization
Fine-grained image categorization is challenging due to the subtle inter...
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12/14/2019
Cross-Batch Memory for Embedding Learning
Mining informative negative instances are of central importance to deep ...
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12/11/2019
MetaMT,a MetaLearning Method Leveraging Multiple Domain Data for Low Resource Machine Translation
Manipulating training data leads to robust neural models for MT....
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11/22/2019
HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs
The hubness problem widely exists in high-dimensional embedding space an...
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04/14/2019
Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning
A family of loss functions built on pair-based computation have been pro...
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09/17/2018
Dual Dense Encoding for Zero-Example Video Retrieval
This paper attacks the challenging problem of zero-example video retriev...
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08/05/2018
Rapido: A Layer2 Payment System for Decentralized Currencies
Bitcoin blockchain faces the bitcoin scalability problem, for which bitc...
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12/12/2016
Reading Comprehension using Entity-based Memory Network
This paper introduces a novel neural network model for question answerin...
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11/10/2014