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09/18/2023
CB-Whisper: Contextual Biasing Whisper using TTS-based Keyword Spotting
End-to-end automatic speech recognition (ASR) systems often struggle to ...
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06/15/2023
PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs
While significant progress has been made on Physics-Informed Neural Netw...
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06/05/2023
MultiAdam: Parameter-wise Scale-invariant Optimizer for Multiscale Training of Physics-informed Neural Networks
Physics-informed Neural Networks (PINNs) have recently achieved remarkab...
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02/19/2023
Interpretable Medical Image Visual Question Answering via Multi-Modal Relationship Graph Learning
Medical visual question answering (VQA) aims to answer clinically releva...
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09/08/2022
Statistical Inference of Cell-type Proportions Estimated from Bulk Expression Data
There is a growing interest in cell-type-specific analysis from bulk sam...
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08/13/2022
Memory Efficient Temporal Visual Graph Model for Unsupervised Video Domain Adaptation
Existing video domain adaption (DA) methods need to store all temporal c...
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04/27/2022
Probing Simile Knowledge from Pre-trained Language Models
Simile interpretation (SI) and simile generation (SG) are challenging ta...
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03/19/2022
Mechanism, measurement, and quantification of stress in decision process: a model based systematic-review protocol
Every human action begins with decision-making. Stress is a significant ...
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12/22/2021
Joint-training on Symbiosis Networks for Deep Nueral Machine Translation models
Deep encoders have been proven to be effective in improving neural machi...
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12/22/2021
Self-Distillation Mixup Training for Non-autoregressive Neural Machine Translation
Recently, non-autoregressive (NAT) models predict outputs in parallel, a...
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12/22/2021
Diformer: Directional Transformer for Neural Machine Translation
Autoregressive (AR) and Non-autoregressive (NAR) models have their own s...
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08/09/2021
The HW-TSC's Offline Speech Translation Systems for IWSLT 2021 Evaluation
This paper describes our work in participation of the IWSLT-2021 offline...
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03/21/2021
Robust Multi-Modal Policies for Industrial Assembly via Reinforcement Learning and Demonstrations: A Large-Scale Study
Over the past several years there has been a considerable research inves...
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12/21/2020
Empirical Bayes PCA in high dimensions
When the dimension of data is comparable to or larger than the number of...
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11/11/2019
Interactive Attention for Semantic Text Matching
Semantic text matching, which matches a target text to a source text, is...
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11/02/2019
GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment
Effective biomedical literature retrieval (BLR) plays a central role in ...
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06/26/2018