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Deep Learning

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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/ricardo-romero-ochoa/bio-deep-learning

공식 코드

Integration of Genetic Algorithms and Deep Learning for the Generation and Bioactivity Prediction of Novel Tyrosine Kinase Inhibitors

https://github.com/ricardoborsoi/IDNet_release

공식 코드

Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing

https://github.com/ricardoknauer/tabmini

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PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications

https://github.com/richsu95/document_binarization_collection

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A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches

https://github.com/rickhh/lmpdnet

공식 코드

Deep unrolled primal dual network for TOF-PET list-mode image reconstruction

https://github.com/ricsinaruto/Seq2seqChatbots

공식 코드

Deep Learning Based Chatbot Models

https://github.com/ricsinaruto/meg-group-decode

공식 코드

Group-level Brain Decoding with Deep Learning

https://github.com/rittlern/probabilistic_forecasting

공식 코드

A Deep Learning Approach to Probabilistic Forecasting of Weather

https://github.com/rkwitt/quicksilver

공식 코드

Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach

https://github.com/rmkemker/EarthMapper

공식 코드

EarthMapper: A Tool Box for the Semantic Segmentation of Remote Sensing Imagery

https://github.com/robbycostales/live-trojans

공식 코드

Live Trojan Attacks on Deep Neural Networks

https://github.com/roberCO/QFold

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QFold: Quantum Walks and Deep Learning to Solve Protein Folding

https://github.com/robomorelli/cell_counting_yellow

공식 코드

Automatic Cell Counting in Flourescent Microscopy Using Deep Learning

https://github.com/robustml-eurecom/Vessel-Captcha

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Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation

https://github.com/rodrigoberriel/satellite-crosswalk-classification

공식 코드

Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification

https://github.com/rohanshad/cmr_transformer

공식 코드

A Generalizable Deep Learning System for Cardiac MRI

https://github.com/rohban-lab/Shaeiri_submitted_2020

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Towards Deep Learning Models Resistant to Large Perturbations

https://github.com/rohitrai11/application-specific-compression-of-deep-learning-models

공식 코드

Application Specific Compression of Deep Learning Models

https://github.com/rohitrango/Magic-or-Mirage

공식 코드

Deep Learning in Medical Image Registration: Magic or Mirage?

https://github.com/rois-codh/kmnist

공식 코드

Deep Learning for Classical Japanese Literature

https://github.com/rolnicklab/constrained-downscaling

공식 코드

Hard-Constrained Deep Learning for Climate Downscaling

https://github.com/ronggong/musical-onset-efficient

공식 코드

Towards an efficient deep learning model for musical onset detection

https://github.com/roozbeh-yz/auditing

공식 코드

Auditing and Debugging Deep Learning Models via Decision Boundaries: Individual-level and Group-level Analysis

https://github.com/rrsguim/phd_economics

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Deep Learning Macroeconomics

https://github.com/rs2002/csi-bert

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Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing

https://github.com/rsangers/explainable_perception

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Explainability of Deep Learning models for Urban Space perception

https://github.com/rsbci/conceft-spindle

공식 코드

Unveil Sleep Spindles with Concentration of Frequency and Time

https://github.com/rsinghlab/maddi

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Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis

https://github.com/rtoengi/transfer-learning-for-sign-language-recognition

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Application of Transfer Learning to Sign Language Recognition using an Inflated 3D Deep Convolutional Neural Network

https://github.com/rubenwiersma/deltaconv

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DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds

https://github.com/ruckbreasoning/cot-ka

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Chain of Thought Prompting Elicits Knowledge Augmentation

https://github.com/rudrakshkapil09/barkbeetle-damage-classification-dl

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Classification of Bark Beetle-Induced Forest Tree Mortality using Deep Learning

https://github.com/ruidazeng/stratus

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Cloud-Based Deep Learning: End-To-End Full-Stack Handwritten Digit Recognition

https://github.com/ruixinhua/batm

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A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification

https://github.com/runame/laplace-redux

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Laplace Redux -- Effortless Bayesian Deep Learning

https://github.com/rundherum/pymia

공식 코드

pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis

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