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09/20/2023
3D-U-SAM Network For Few-shot Tooth Segmentation in CBCT Images
Accurate representation of tooth position is extremely important in trea...
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09/12/2023
Glancing Future for Simultaneous Machine Translation
Simultaneous machine translation (SiMT) outputs translation while readin...
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08/23/2023
Semiparametric Modeling and Analysis for Longitudinal Network Data
We introduce a semiparametric latent space model for analyzing longitudi...
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07/05/2023
A ChatGPT Aided Explainable Framework for Zero-Shot Medical Image Diagnosis
Zero-shot medical image classification is a critical process in real-wor...
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07/05/2023
ToothSegNet: Image Degradation meets Tooth Segmentation in CBCT Images
In computer-assisted orthodontics, three-dimensional tooth models are re...
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06/19/2023
BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models
Large language models (LLMs) have demonstrated remarkable prowess in lan...
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06/08/2023
On the Effectiveness of Out-of-Distribution Data in Self-Supervised Long-Tail Learning
Though Self-supervised learning (SSL) has been widely studied as a promi...
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06/06/2023
Benchmarking Robustness of AI-enabled Multi-sensor Fusion Systems: Challenges and Opportunities
Multi-Sensor Fusion (MSF) based perception systems have been the foundat...
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05/25/2023
End-to-End Simultaneous Speech Translation with Differentiable Segmentation
End-to-end simultaneous speech translation (SimulST) outputs translation...
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05/24/2023
CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation
End-to-end speech translation (ST) is the task of translating speech sig...
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05/22/2023
Learning Optimal Policy for Simultaneous Machine Translation via Binary Search
Simultaneous machine translation (SiMT) starts to output translation whi...
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05/15/2023
Back Translation for Speech-to-text Translation Without Transcripts
The success of end-to-end speech-to-text translation (ST) is often achie...
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05/15/2023
Understanding and Bridging the Modality Gap for Speech Translation
How to achieve better end-to-end speech translation (ST) by leveraging (...
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03/31/2023
Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness
Representation multi-task learning (MTL) and transfer learning (TL) have...
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03/12/2023
Fuzzy Alignments in Directed Acyclic Graph for Non-Autoregressive Machine Translation
Non-autoregressive translation (NAT) reduces the decoding latency but su...
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03/01/2023
Hidden Markov Transformer for Simultaneous Machine Translation
Simultaneous machine translation (SiMT) outputs the target sequence whil...
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02/21/2023
NLPLego: Assembling Test Generation for Natural Language Processing Applications
The development of modern NLP applications often relies on various bench...
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02/05/2023
ℓ_1-penalized Multinomial Regression: Estimation, inference, and prediction, with an application to risk factor identification for different dementia subtypes
High-dimensional multinomial regression models are very useful in practi...
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12/29/2022
OrthoGAN:High-Precision Image Generation for Teeth Orthodontic Visualization
Patients take care of what their teeth will be like after the orthodonti...
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11/30/2022
Rephrasing the Reference for Non-Autoregressive Machine Translation
Non-autoregressive neural machine translation (NAT) models suffer from t...
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11/03/2022
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions
This paper considers continual learning of large-scale pretrained neural...
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10/30/2022
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues
The construction of open-domain dialogue systems requires high-quality d...
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10/29/2022
TFormer: 3D Tooth Segmentation in Mesh Scans with Geometry Guided Transformer
Optical Intra-oral Scanners (IOS) are widely used in digital dentistry, ...
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10/28/2022
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mappings
The many-to-many multilingual neural machine translation can translate b...
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10/22/2022
Information-Transport-based Policy for Simultaneous Translation
Simultaneous translation (ST) outputs translation while receiving the so...
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10/21/2022
Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation
Simultaneous machine translation (SiMT) starts its translation before re...
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10/20/2022
Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation
Simultaneous machine translation (SiMT) outputs the translation while re...
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10/13/2022
Low-resource Neural Machine Translation with Cross-modal Alignment
How to achieve neural machine translation with limited parallel data? Ex...
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10/11/2022
Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation
Non-autoregressive models achieve significant decoding speedup in neural...
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10/08/2022
Non-Monotonic Latent Alignments for CTC-Based Non-Autoregressive Machine Translation
Non-autoregressive translation (NAT) models are typically trained with t...
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09/30/2022
Unsupervised Multi-task and Transfer Learning on Gaussian Mixture Models
Unsupervised learning has been widely used in many real-world applicatio...
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09/02/2022
GReS: Graphical Cross-domain Recommendation for Supply Chain Platform
Supply Chain Platforms (SCPs) provide downstream industries with numerou...
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05/28/2022
One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation
Non-autoregressive neural machine translation (NAT) suffers from the mul...
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05/16/2022
Distributed Feature Selection for High-dimensional Additive Models
Distributed statistical learning is a common strategy for handling massi...
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03/20/2022
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation
How to learn a better speech representation for end-to-end speech-to-tex...
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03/19/2022
Neural Machine Translation with Phrase-Level Universal Visual Representations
Multimodal machine translation (MMT) aims to improve neural machine tran...
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03/17/2022
Modeling Dual Read/Write Paths for Simultaneous Machine Translation
Simultaneous machine translation (SiMT) outputs translation while readin...
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03/17/2022
Gaussian Multi-head Attention for Simultaneous Machine Translation
Simultaneous machine translation (SiMT) outputs translation while receiv...
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03/17/2022
Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework
Simultaneous machine translation (SiMT) starts translating while receivi...
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03/11/2022
AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical Applications
A critical step in virtual dental treatment planning is to accurately de...
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03/08/2022
Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation
Neural networks tend to gradually forget the previously learned knowledg...
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02/26/2022
Relational Surrogate Loss Learning
Evaluation metrics in machine learning are often hardly taken as loss fu...
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01/14/2022
Mental Health Assessment for the Chatbots
Previous researches on dialogue system assessment usually focus on the q...
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11/08/2021
Neyman-Pearson Multi-class Classification via Cost-sensitive Learning
Most existing classification methods aim to minimize the overall misclas...
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09/11/2021
Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model
Cross-attention is an important component of neural machine translation ...
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09/11/2021
Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy
Simultaneous machine translation (SiMT) generates translation before rea...
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09/08/2021
Mixup Decoding for Diverse Machine Translation
Diverse machine translation aims at generating various target language t...
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09/04/2021
Towards Expressive Communication with Internet Memes: A New Multimodal Conversation Dataset and Benchmark
As a kind of new expression elements, Internet memes are popular and ext...
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07/14/2021
Importance-based Neuron Allocation for Multilingual Neural Machine Translation
Multilingual neural machine translation with a single model has drawn mu...
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06/15/2021