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LoFTR: Detector-Free Local Feature Matching with Transformers
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2021
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Jiaming Sun
Zehong Shen
Yuang Wang
Hujun Bao
Xiaowei Zhou
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2
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ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes
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2017
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Angela Dai
Anne Lynn S. Chang
Manolis Savva
Maciej Halber
Thomas Funkhouser
Matthias NieĂner
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1
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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2015
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Shaoqing Ren
Kaiming He
Ross Girshick
Jian Sun
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1
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Robotic Pick-and-Place of Novel Objects in Clutter with Multi-Affordance Grasping and Cross-Domain Image Matching
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2018
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Andy Zeng
Shuran Song
KuanâTing Yu
Elliott Donlon
Francois R. Hogan
Maria BauzĂĄ
Daolin Ma
Orion Taylor
Melody Liu
Eudald Romo
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1
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Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning
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2019
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Spyros Gidaris
Nikos Komodakis
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1
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One-Shot Learning for Semantic Segmentation
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2017
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Amirreza Shaban
Shray Bansal
Zhen Liu
Irfan Essa
Byron Boots
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1
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Focal Loss for Dense Object Detection
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2017
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Tsung-Yi Lin
Priya Goyal
Ross Girshick
Kaiming He
Piotr DollĂĄr
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1
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CANet: Class-Agnostic Segmentation Networks With Iterative Refinement and Attentive Few-Shot Learning
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2019
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Chi Zhang
Guosheng Lin
Fayao Liu
Rui Yao
Chunhua Shen
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1
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Learning to Compare: Relation Network for Few-Shot Learning
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2018
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Flood Sung
Yongxin Yang
Li Zhang
Tao Xiang
Philip H. S. Torr
Timothy M. Hospedales
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1
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FreeAnchor: Learning to Match Anchors for Visual Object Detection
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2019
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Xiaosong Zhang
Fang Wan
Chang Liu
Rongrong Ji
Qixiang Ye
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1
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Feature Weighting and Boosting for Few-Shot Segmentation
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2019
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Khoi Nguyen
Sinisa Todorovic
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1
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FCOS: Fully Convolutional One-Stage Object Detection
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2019
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Zhi Tian
Chunhua Shen
Hao Chen
Tong He
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1
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PARN: Position-Aware Relation Networks for Few-Shot Learning
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2019
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Ziyang Wu
Yuwei Li
Lihua Guo
Kui Jia
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1
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Few-Shot Object Detection via Feature Reweighting
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2019
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Bingyi Kang
Zhuang Liu
Xin Wang
Fisher Yu
Jiashi Feng
Trevor Darrell
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1
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CenterNet: Keypoint Triplets for Object Detection
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2019
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Kaiwen Duan
Song Bai
Lingxi Xie
Honggang Qi
Qingming Huang
Qi Tian
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1
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PANet: Few-Shot Image Semantic Segmentation With Prototype Alignment
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2019
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Kaixin Wang
Jun Hao Liew
Yingtian Zou
Daquan Zhou
Jiashi Feng
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1
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Boosting Few-Shot Visual Learning With Self-Supervision
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2019
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Spyros Gidaris
Andrei Bursuc
Nikos Komodakis
Patrick Perez Perez
Matthieu Cord
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1
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Context-Transformer: Tackling Object Confusion for Few-Shot Detection
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2020
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Ze Yang
Yali Wang
Xianyu Chen
Jianzhuang Liu
Yu Qiao
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1
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Random Erasing Data Augmentation
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2020
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Zhun Zhong
Liang Zheng
Guoliang Kang
Shaozi Li
Yi Yang
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1
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CornerNet: Detecting Objects as Paired Keypoints
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2018
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Hei Law
Jia Deng
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1
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End-to-End Object Detection with Transformers
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2020
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Nicolas Carion
Francisco Massa
Gabriel Synnaeve
Nicolas Usunier
Alexander Kirillov
Sergey Zagoruyko
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1
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SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation
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2020
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Xiaolin Zhang
Yunchao Wei
Yi Yang
Thomas S. Huang
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1
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SuperGlue: Learning Feature Matching With Graph Neural Networks
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2020
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Paul-Edouard Sarlin
Daniel DeTone
Tomasz Malisiewicz
Andrew Rabinovich
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1
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Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions
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2020
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Han-Jia Ye
Hexiang Hu
DeâChuan Zhan
Fei Sha
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1
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PolyTransform: Deep Polygon Transformer for Instance Segmentation
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2020
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Justin Liang
Namdar Homayounfar
Wei-Chiu Ma
Yuwen Xiong
Rui Hu
Raquel Urtasun
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1
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Few-Shot Object Detection With Attention-RPN and Multi-Relation Detector
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2020
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Qi Fan
Wei Zhuo
Chi-Keung Tang
YuâWing Tai
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1
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CRNet: Cross-Reference Networks for Few-Shot Segmentation
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2020
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Weide Liu
Chi Zhang
Guosheng Lin
Fayao Liu
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1
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Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection
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2020
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Shifeng Zhang
Cheng Chi
Yongqiang Yao
Zhen Lei
Stan Z. Li
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1
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DISK: Learning local features with policy gradient
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2020
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MichaĹ J. Tyszkiewicz
Pascal Fua
Eduard Trulls
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1
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SuperPoint: Self-Supervised Interest Point Detection and Description
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2018
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Daniel DeTone
Tomasz Malisiewicz
Andrew Rabinovich
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1
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Associative Alignment for Few-Shot Image Classification
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2020
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Arman Afrasiyabi
JeanâFrançois Lalonde
Christian GagnĂŠ
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1
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End-to-End Object Detection with Transformers
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2020
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Nicolas Carion
Francisco Massa
Gabriel Synnaeve
Nicolas Usunier
Alexander Kirillov
Sergey Zagoruyko
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1
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Multi-scale Positive Sample Refinement for Few-Shot Object Detection
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2020
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Jiaxi Wu
Songtao Liu
Di Huang
Yunhong Wang
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1
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ORB-SLAM: A Versatile and Accurate Monocular SLAM System
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2015
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Raul Mur-Artal
J. M. M. Montiel
Juan D. TardĂłs
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1
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Feature Pyramid Transformer
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2020
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Dong Zhang
Hanwang Zhang
Jinhui Tang
Meng Wang
XianâSheng Hua
Qianru Sun
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1
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Part-Aware Prototype Network for Few-Shot Semantic Segmentation
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2020
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Yongfei Liu
Xiangyi Zhang
Songyang Zhang
Xuming He
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1
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Prototype Mixture Models for Few-Shot Semantic Segmentation
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2020
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Boyu Yang
Chang Liu
Bohao Li
Jianbin Jiao
Qixiang Ye
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1
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Rethinking Few-Shot Image Classification: A Good Embedding is All You Need?
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2020
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Yonglong Tian
Yue Wang
Dilip Krishnan
Joshua B. Tenenbaum
Phillip Isola
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1
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When Does Self-supervision Improve Few-Shot Learning?
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2020
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Jong-Chyi Su
Subhransu Maji
Bharath Hariharan
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1
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Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild
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2020
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Yang Xiao
Renaud Marlet
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1
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Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
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2021
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Wenhai Wang
Enze Xie
Xiang Li
Deng-Ping Fan
Kaitao Song
Ding Liang
Tong LĂź
Ping Luo
Ling Shao
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1
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Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection
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2021
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Hanzhe Hu
Shuai Bai
Aoxue Li
Jinshi Cui
Liwei Wang
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1
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FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding
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2021
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Bo Sun
Banghuai Li
Shengcai Cai
Ye Yuan
Chi Zhang
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1
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Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
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2021
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Sixiao Zheng
Jiachen Lu
Hengshuang Zhao
Xiatian Zhu
Zekun Luo
Yabiao Wang
Yanwei Fu
Jianfeng Feng
Tao Xiang
Philip H. S. Torr
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1
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Pareto Self-Supervised Training for Few-Shot Learning
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2021
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Zhengyu Chen
Jixie Ge
Heshen Zhan
Siteng Huang
Donglin Wang
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1
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Generalized Few-Shot Object Detection without Forgetting
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2021
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Zhibo Fan
Yuchen Ma
Zeming Li
Jian Sun
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1
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BoxInst: High-Performance Instance Segmentation with Box Annotations
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2021
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Zhi Tian
Chunhua Shen
Xinlong Wang
Hao Chen
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1
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Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning
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2021
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Mamshad Nayeem Rizve
Salman Khan
Fahad Shahbaz Khan
Mubarak Shah
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1
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Learning Dynamic Alignment via Meta-filter for Few-shot Learning
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2021
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Chengming Xu
Yanwei Fu
Chen Liu
Chengjie Wang
Jilin Li
Feiyue Huang
Li Zhang
Xiangyang Xue
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1
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Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer
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2021
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Zhihe Lu
Sen He
Xiatian Zhu
Li Zhang
Yi-Zhe Song
Tao Xiang
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1
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