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08/28/2023
MetaWeather: Few-Shot Weather-Degraded Image Restoration via Degradation Pattern Matching
Real-world vision tasks frequently suffer from the appearance of adverse...
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07/05/2023
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records
This paper describes PULSAR, our system submission at the ImageClef 2023...
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06/05/2023
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models
Medical progress notes play a crucial role in documenting a patient's ho...
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04/27/2023
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification
Clinical notes are assigned ICD codes - sets of codes for diagnoses and ...
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10/10/2022
LAPFormer: A Light and Accurate Polyp Segmentation Transformer
Polyp segmentation is still known as a difficult problem due to the larg...
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09/29/2022
Online pseudo labeling for polyp segmentation with momentum networks
Semantic segmentation is an essential task in developing medical image d...
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06/30/2021
A Conditional Splitting Framework for Efficient Constituency Parsing
We introduce a generic seq2seq parsing framework that casts constituency...
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05/23/2021
RST Parsing from Scratch
We introduce a novel top-down end-to-end formulation of document-level d...
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06/24/2020
Differentiable Window for Dynamic Local Attention
We propose Differentiable Window, a new neural module and general purpos...
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06/24/2020
Efficient Constituency Parsing by Pointing
We propose a novel constituency parsing model that casts the parsing pro...
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04/01/2019