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2D Classification

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

https://github.com/ZZUTK/SRNTT

공식 코드

Image Super-Resolution by Neural Texture Transfer

https://github.com/ZZWaang/polyphonic-chord-texture-disentanglement

공식 코드

Learning Interpretable Representation for Controllable Polyphonic Music Generation

https://github.com/Ze-Yang/Context-Transformer

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Context-Transformer: Tackling Object Confusion for Few-Shot Detection

https://github.com/ZeHuiGong/AFSM

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Towards Better Object Detection in Scale Variation with Adaptive Feature Selection

https://github.com/Zengyi-Qin/MonoGRNet

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MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object Localization

https://github.com/Zengyi-Qin/Weakly-Supervised-3D-Object-Detection

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Weakly Supervised 3D Object Detection from Point Clouds

https://github.com/ZhangAoCanada/RADDet

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RADDet: Range-Azimuth-Doppler based Radar Object Detection for Dynamic Road Users

https://github.com/ZhangGongjie/Meta-DETR

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Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation Exploitation

https://github.com/ZhangLi-CS/GCP_Optimization

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What Deep CNNs Benefit from Global Covariance Pooling: An Optimization Perspective

https://github.com/ZhangShiyue/QGforQA

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Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering

https://github.com/Zhao-Tian-yi/RSDet

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Removal then Selection: A Coarse-to-Fine Fusion Perspective for RGB-Infrared Object Detection

https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation

공식 코드

Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields

https://github.com/ZhendongWang6/Uformer

공식 코드

Uformer: A General U-Shaped Transformer for Image Restoration

https://github.com/Zhengbo-Zhang/ITKD

공식 코드

Instance Temperature Knowledge Distillation

https://github.com/ZhgLiu/GDD

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Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense Prediction

https://github.com/Zhihan1996/TradeTheEvent

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Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading

https://github.com/Zhihan72/TCELongBench

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Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding

https://github.com/ZhihuaLiuEd/SoTA-Brain-Tumor-Segmentation

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Deep Learning Based Brain Tumor Segmentation: A Survey

https://github.com/ZhongliangGuo/LAACA

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Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack

https://github.com/Zhourobotics/Query-3DGS-LLM

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Query3D: LLM-Powered Open-Vocabulary Scene Segmentation with Language Embedded 3D Gaussian

https://github.com/ZhuHaoranEIS/DN-TOD

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Robust Tiny Object Detection in Aerial Images amidst Label Noise

https://github.com/ZhuYun97/ENGINE

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Efficient Tuning and Inference for Large Language Models on Textual Graphs

https://github.com/Zifei-Zhao/OBBDetection

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ABFL: Angular Boundary Discontinuity Free Loss for Arbitrary Oriented Object Detection in Aerial Images

https://github.com/Zinoex/certified-neural-approximations

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Certified Neural Approximations of Nonlinear Dynamics

https://github.com/Ziwei89/FBOD-BSPL

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Self-Paced Learning Strategy with Easy Sample Prior Based on Confidence for the Flying Bird Object Detection Model Training

https://github.com/ZiweiWangTHU/BiDet

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BiDet: An Efficient Binarized Object Detector

https://github.com/Zizzzzzzz/SMamba_AAAI2025

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SMamba: Sparse Mamba for Event-based Object Detection

https://github.com/ZszYmy9/Puff-Net

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Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network

https://github.com/ZurichNLP/20min-XD

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20min-XD: A Comparable Corpus of Swiss News Articles

https://github.com/Zyun-Y/BiconNets

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BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object Detection

https://github.com/Zzh-tju/CIoU

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Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation

https://github.com/Zzh-tju/DIoU

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Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression

https://github.com/a-nau/CubeRefine-R-CNN

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Parcel3D: Shape Reconstruction from Single RGB Images for Applications in Transportation Logistics

https://github.com/a-nau/synthetic-dataset-generation

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Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics

https://github.com/a11to1n3/alerttrap-dataset

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AlertTrap: A study on object detection in remote insects trap monitoring system using on-the-edge deep learning platform

https://github.com/a43992899/deid-vc

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DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion

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