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Paper-reading
읽고 싶은 논문, 읽은 논문들을 정리하는 공간
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Todo list 라 적고 그냥 아무거나 가져왔다고,,,
#7
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ChaeChae0505
opened
2 years ago
ChaeChae0505
commented
2 years ago
Transformer 관련
ViT AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE
https://arxiv.org/pdf/2010.11929.pdf
DETR: End-to-End Object Detection with Transformers
Object detection
Object rotation
DAFNe: A One-Stage Anchor-Free Deep Model for Oriented Object Detection
https://arxiv.org/pdf/2109.06148v2.pdf
ReDet: A Rotation-equivariant Detector for Aerial Object Detection
https://arxiv.org/abs/2103.07733
Anchor free
FCOS: Fully Convolutional One-Stage Object Detection
https://arxiv.org/pdf/1904.01355.pdf
NMS 보다 좋은 앙상블 방법 WBF
Weighted boxes fusion: Ensembling boxes from different object detection models
https://arxiv.org/pdf/1910.13302.pdf
위성영상관련
https://neverabandon.tistory.com/52
6dof pose estimation
SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation
https://arxiv.org/pdf/2108.08367.pdf#page=9&zoom=100,66,844
Single-stage 6D Object Pose estimation
https://arxiv.org/pdf/1911.08324.pdf
Self6D: Self-Supervised Monocular 6D Object Pose Estimation
https://arxiv.org/pdf/2004.06468.pdf
EPOS: Estimating 6D Pose of Objects with Symmetries
https://arxiv.org/pdf/2004.00605.pdf
6dof grasp
6-DOF GraspNet: Variational Grasp Generation for Object Manipulation
3D reconstructure
3D Scene Reconstruction with Multi-layer Depth and Epipolar Transformers
https://arxiv.org/pdf/1902.06729.pdf
-> SO-pose 부분에서 3D 생성하는 부분의 기반 논문
Re-identification
Learning Disentangled Representation for Robust Person Re-identification
Deep Learning for Person Re-identification: A Survey and Outlook
Re-identification and MOT
Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification
Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation\
Face Recognition survey
A survey of face recognition techniques under occlusion
https://github.com/dhkim0225/1day_1paper/issues/15
ChaeChae0505
commented
2 years ago
Follow 하기 좋은 연구자들
Tomasz Malisiewicz : superglue저자 + slam 관련
Google scholar
ROS2
issues > closed
Reading paper 참고
https://github.com/chullhwan-song/Reading-Paper
Transformer 관련
Object detection
Object rotation
Anchor free
NMS 보다 좋은 앙상블 방법 WBF
위성영상관련
6dof pose estimation
6dof grasp
3D reconstructure
Re-identification
Re-identification and MOT