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Feature Pyramid Networks for Object Detection
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2017
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Tsung-Yi Lin
Piotr DollĂĄr
Ross Girshick
Kaiming He
Bharath Hariharan
Serge Belongie
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5
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Center-based 3D Object Detection and Tracking
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2021
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Tianwei Yin
Xingyi Zhou
Philipp KrĂ€henbĂŒhl
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5
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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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4
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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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4
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VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection
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2018
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Yin Zhou
Oncel Tuzel
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4
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PointPillars: Fast Encoders for Object Detection From Point Clouds
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2019
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Alex Lang
Sourabh Vora
Holger Caesar
Lubing Zhou
Jiong Yang
Oscar Beijbom
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4
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Pseudo-LiDAR From Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving
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2019
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Yan Wang
WeiâLun Chao
Divyansh Garg
Bharath Hariharan
Mark Campbell
Kilian Q. Weinberger
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4
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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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3
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nuScenes: A Multimodal Dataset for Autonomous Driving
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2020
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Holger Caesar
Varun Bankiti
Alex Lang
Sourabh Vora
Venice Erin Liong
Qiang Xu
Anush Krishnan
Yu Pan
Giancarlo Baldan
Oscar Beijbom
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3
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PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
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2017
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Raffaelli Charles
Hao Su
Kaichun Mo
Leonidas Guibas
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3
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DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries
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2021
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Yue Wang
Vitor Guizilini
Tianyuan Zhang
Yilun Wang
Hang Zhao
Justin Solomon
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3
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FCOS3D: Fully Convolutional One-Stage Monocular 3D Object Detection
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2021
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Tai Wang
Xinge Zhu
Jiangmiao Pang
Dahua Lin
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3
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Disentangling Monocular 3D Object Detection
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2019
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Andrea Simonelli
Samuel Rota BulĂČ
Lorenzo Porzi
Manuel LĂłpez-Antequera
Peter Kontschieder
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3
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Pillar-Based Object Detection for Autonomous Driving
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2020
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Yue Wang
Alireza Fathi
Abhijit Kundu
David A. Ross
Caroline Pantofaru
Tom Funkhouser
Justin Solomon
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2
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Video Enhancement with Task-Oriented Flow
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2019
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Tianfan Xue
Baian Chen
Jiajun Wu
Donglai Wei
William T. Freeman
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2
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What Matters in Unsupervised Optical Flow
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2020
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Rico Jonschkowski
Austin Stone
Jonathan T. Barron
Ariel Gordon
Kurt Konolige
Anelia Angelova
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2
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Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution
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2020
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Xiaoyu Xiang
Yapeng Tian
Yulun Zhang
Yun Fu
Jan P. Allebach
Chenliang Xu
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2
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Scalability in Perception for Autonomous Driving: Waymo Open Dataset
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2020
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Pei Sun
Henrik Kretzschmar
Xerxes Dotiwalla
Aurélien Chouard
Vijaysai Patnaik
Paul Tsui
James C. Y. Guo
Yin Zhou
Yuning Chai
Benjamin Caine
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2
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Tracking Objects as Points
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2020
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Xingyi Zhou
Vladlen Koltun
Philipp KrĂ€henbĂŒhl
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2
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Optical Flow Distillation: Towards Efficient and Stable Video Style Transfer
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2020
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Xinghao Chen
Yiman Zhang
Yunhe Wang
Han Shu
Chunjing Xu
Chang Xu
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2
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LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation
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2018
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Tak-Wai Hui
Xiaoou Tang
Chen Change Loy
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2
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Frustum PointNets for 3D Object Detection from RGB-D Data
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2018
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Charles R. Qi
Wei Liu
Chenxia Wu
Hao Su
Leonidas Guibas
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2
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End-to-End Multi-View Fusion for 3D Object Detection in LiDAR Point Clouds
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2019
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Yin Zhou
Pei Sun
Yu Zhang
Dragomir Anguelov
Jiyang Gao
Tom Ouyang
James C. Y. Guo
Jiquan Ngiam
Vijay Vasudevan
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2
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Softmax Splatting for Video Frame Interpolation
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2020
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Simon Niklaus
Feng Liu
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2
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MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement
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2019
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Wenbo Bao
WeiâSheng Lai
Xiaoyun Zhang
Zhiyong Gao
MingâHsuan Yang
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2
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AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation
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2020
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Hyeongmin Lee
Taeoh Kim
TaeâYoung Chung
Daehyun Pak
Yuseok Ban
Sangyoun Lee
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2
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Deformable Convolutional Networks
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2017
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Jifeng Dai
Haozhi Qi
Yuwen Xiong
Yi Li
Guodong Zhang
Han Hu
Yichen Wei
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2
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PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume
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2018
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Deqing Sun
Xiaodong Yang
Ming-Yu Liu
Jan Kautz
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2
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Video Frame Interpolation via Adaptive Convolution
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2017
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Simon Niklaus
Long Mai
Feng Liu
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2
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SSD: Single Shot MultiBox Detector
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2016
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Wei Liu
Dragomir Anguelov
Dumitru Erhan
Christian Szegedy
Scott Reed
Cheng-Yang Fu
Alexander C. Berg
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2
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Attention is All you Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Ćukasz Kaiser
Illia Polosukhin
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2
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UnFlow: Unsupervised Learning of Optical Flow With a Bidirectional Census Loss
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2018
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Simon Meister
Junhwa Hur
Stefan Roth
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2
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Unsupervised Video Interpolation Using Cycle Consistency
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2019
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Fitsum A. Reda
Deqing Sun
AyĆegĂŒl DĂŒndar
Mohammad Shoeybi
Guilin Liu
Kevin J. Shih
Andrew Tao
Jan Kautz
Bryan Catanzaro
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2
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FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
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2017
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Eddy Ilg
N. Michael Mayer
Tonmoy Saikia
Margret Keuper
Alexey Dosovitskiy
Thomas Brox
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2
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PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
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2017
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Charles R. Qi
Yi Li
Hao Su
Leonidas Guibas
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2
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Argoverse: 3D Tracking and Forecasting With Rich Maps
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2019
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Ming-Fang Chang
Deva Ramanan
James Hays
John Lambert
Patsorn Sangkloy
Jagjeet Singh
SĆawomir BÄ
k
Andrew T. Hartnett
Wang De
Peter Carr
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2
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Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
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2015
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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2
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Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation
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2018
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Huaizu Jiang
Deqing Sun
Varan Jampani
MingâHsuan Yang
Erik Learned-Miller
Jan Kautz
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2
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Vehicle Detection from 3D Lidar Using Fully Convolutional Network
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2016
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Bo Li
Tianlei Zhang
Tian Xia
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2
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Video Compression Through Image Interpolation
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2018
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Chao-Yuan Wu
Nayan Singhal
Philipp KrĂ€henbĂŒhl
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2
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Theoretically Principled Trade-off between Robustness and Accuracy
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2019
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Hongyang Zhang
Yaodong Yu
Jiantao Jiao
Eric P. Xing
Laurent El Ghaoui
Michael I. Jordan
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2
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Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
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2018
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Anish Athalye
Nicholas Carlini
David Wagner
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2
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Multi-view 3D Object Detection Network for Autonomous Driving
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2017
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Xiaozhi Chen
Huimin Ma
Ji Wan
Bo Li
Tian Xia
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2
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Mono-Camera 3D Multi-Object Tracking Using Deep Learning Detections and PMBM Filtering
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2018
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Samuel Scheidegger
Joachim Benjaminsson
Emil Rosenberg
Amrit Krishnan
Karl Granström
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2
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Depth-Aware Video Frame Interpolation
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2019
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Wenbo Bao
WeiâSheng Lai
Chao Ma
Xiaoyun Zhang
Zhiyong Gao
MingâHsuan Yang
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2
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Video Frame Interpolation via Adaptive Separable Convolution
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2017
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Simon Niklaus
Long Mai
Feng Liu
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2
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Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
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2014
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Ross Girshick
Jeff Donahue
Trevor Darrell
Jitendra Malik
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2
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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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2
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Video Frame Synthesis Using Deep Voxel Flow
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2017
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Ziwei Liu
Raymond A. Yeh
Xiaoou Tang
Yiming Liu
Aseem Agarwala
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2
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RANDOM MASK: Towards Robust Convolutional Neural Networks
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2020
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Tiange Luo
Tianle Cai
Mengxiao Zhang
Siyu Chen
Liwei Wang
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2
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