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ICCV 2019|70 篇論文搶先讀,含目標(biāo)檢測/自動駕駛/GCN/等(提供PDF下載)

2019-07-29 10:14 作者:極市平臺  | 我要投稿

雖然ICCV2019已經(jīng)公布了接收ID名單,但是具體的論文都還沒放出來,為了讓大家更快得看論文,我們匯總了目前已經(jīng)公布的大部分ICCV2019?論文,并組織了ICCV2019論文匯總開源項(xiàng)目(https://github.com/extreme-assistant/icCV2019),目前已經(jīng)收集到70篇論文,其中10篇Oral,13篇開源,見下方list。建議Oral的文章一定要去讀一讀。


本文中所有論文PDF已經(jīng)打包上傳到百度云,可以直接在GitHub項(xiàng)目上看到:https://github.com/extreme-assistant/icCV2019 (求star求pull request,協(xié)作的力量最強(qiáng)大~)


Oral 論文


10.Learnable Triangulation of Human Pose
作者:Karim Iskakov, Egor Burkov, Victor Lempitsky, Yury Malkov
論文鏈接:https://arxiv.org/abs/1905.05754
Github鏈接:https://github.com/karfly/learnable-triangulation-pytorch
項(xiàng)目鏈接:https://saic-violet.github.io/learnable-triangulation/

9.Learning Implicit Generative Models by Matching Perceptual Features
作者:Cicero Nogueira dos Santos, Youssef Mroueh, Inkit Padhi, Pierre Dognin
論文鏈接:https://arxiv.org/abs/1904.02762v1

8.COCO-GAN: Generation by Parts via Conditional Coordinating
作者:Chieh Hubert Lin, Chia-Che Chang, Yu-Sheng Chen, Da-Cheng Juan, Wei Wei, Hwann-Tzong Chen
論文鏈接:https://arxiv.org/abs/1904.00284
Github鏈接:https://github.com/hubert0527/COCO-GAN
項(xiàng)目鏈接:https://hubert0527.github.io/COCO-GAN/

7.SlowFast Networks for Video Recognition
作者:Christoph Feichtenhofer, Haoqi Fan, Jitendra Malik, and Kaiming He
論文鏈接:https://arxiv.org/abs/1812.03982

6.Exploring Randomly Wired Neural Networks for Image Recognition
作者:Saining Xie, Alexander Kirillov, Ross Girshick, and Kaiming He
論文鏈接:https://arxiv.org/abs/1904.01569

5.Can GCNs Go as Deep as CNNs?
作者:Guohao Li, Matthias Müller, Ali Thabet, Bernard Ghanem
論文鏈接:https://arxiv.org/abs/1904.03751
Github鏈接:https://github.com/lightaime/deep_gcns

4.Deep SR-ITM: Joint Learning of Super-resolution and Inverse Tone-Mapping for 4K UHD HDR Applications
作者:Soo Ye Kim, Jihyong Oh, Munchurl Kim
論文鏈接:https://arxiv.org/abs/1904.11176

3.Meta-Sim Learning to Generate Synthetic Datasets
作者:Amlan Kar, Aayush Prakash, Ming-Yu Liu, Eric Cameracci, Justin Yuan, Matt Rusiniak, David Acuna, Antonio Torralba, Sanja Fidler
論文鏈接:https://arxiv.org/abs/1904.11621
項(xiàng)目鏈接:https://nv-tlabs.github.io/meta-sim/

2.Deep HoughVoting for 3D Object Detection in Point Clouds
作者:Charles R. Qi, Or Litany, Kaiming He, Leonidas J. Guibas
論文鏈接:https://arxiv.org/abs/1904.09664

1.Variational Adversarial Active Learning
作者:Samarth Sinha, Sayna Ebrahimi, Trevor Darrell
論文鏈接:https://arxiv.org/abs/1904.00370


?其他論文


1.Model Vulnerability to Distributional Shifts over Image Transformation Sets
作者:Riccardo Volpi, Vittorio Murino
論文鏈接:https://arxiv.org/abs/1903.11900
Github鏈接:https://github.com/ricvolpi/domain-shift-robustness

2.Coherent Semantic Attention for Image Inpainting
作者:Hongyu Liu, Bin Jiang, Yi Xiao, Chao Yang
論文鏈接:https://arxiv.org/abs/1905.12384

3.Learning to Paint with Model-based Deep Reinforcement Learning
作者:Zhewei Huang, Wen Heng, Shuchang Zhou
論文鏈接:https://arxiv.org/abs/1903.04411
Github鏈接:https://github.com/hzwer/ICCV2019-LearningToPaint

4.LayoutVAE: Stochastic Scene Layout Generation from a Label Set
作者:Akash Abdu Jyothi, Thibaut Durand, Jiawei He, Leonid Sigal, Greg Mori
論文鏈接:https://arxiv.org/abs/1907.10719

5.Co-Evolutionary Compression for Unpaired Image Translation
作者:Han Shu, Yunhe Wang, Xu Jia, Kai Han, Hanting Chen, Chunjing Xu, Qi Tian, Chang Xu
論文鏈接:https://arxiv.org/abs/1907.10804

6.Enhancing Adversarial Example Transferability with an Intermediate Level Attack
作者:Qian Huang, Isay Katsman, Horace He, Zeqi Gu, Serge Belongie, Ser-Nam Lim
論文鏈接:https://arxiv.org/abs/1907.10823

7.Simultaneous multi-view instance detection with learned geometric soft-constraints
作者:Ahmed Samy Nassar, Sebastien Lefevre, Jan D. Wegner
論文鏈接:https://arxiv.org/abs/1907.10892

8.Gated2Depth: Real-time Dense Lidar from Gated Images
作者:Tobias Gruber, Frank Julca-Aguilar,Mario Bijelic,Werner Ritter,Klaus Dietmayer,Felix Heide
論文鏈接:

https://www.cs.princeton.edu/~fheide/papers/Gated2Depth_preprint.pdf

9.Counting with Focus for Free
作者:Zenglin Shi, Pascal Mettes, Cees G. M. Snoek
論文鏈接:https://arxiv.org/abs/1903.12206

10.PU-GAN: a Point Cloud Upsampling Adversarial Network
作者:Ruihui Li, Xianzhi Li, Chi-Wing Fu, Daniel Cohen-Or, Pheng-Ann Heng
論文鏈接:https://arxiv.org/abs/1907.10844

11.Moment Matching for Multi-Source Domain Adaptation
作者:Xingchao Peng, Qinxun Bai, Xide Xia, Zijun Huang, Kate Saenko, Bo Wang
論文鏈接:https://arxiv.org/abs/1812.01754

12.3D-RelNet: Joint Object and Relational Network for 3D Prediction
作者:Nilesh Kulkarni, Ishan Misra, Shubham Tulsiani, Abhinav Gupta
論文鏈接:https://arxiv.org/pdf/1906.02729.pdf

13.Learning Compositional Representations for Few-Shot Recognition
作者:Pavel Tokmakov, Yuxiong Wang, Martial Hebert
論文鏈接:https://sites.google.com/view/comprepr/home

14.Digging Into Self-Supervised Monocular Depth Estimation
作者:Clement Godard, Oisin Mac Aodha, Michael Firman, Gabriel Brostow
論文鏈接:https://arxiv.org/pdf/1806.01260.pdf

15.Deep Interpretable Non-Rigid Structure from Motion
作者:Chen Kong, Simon Lucey
論文鏈接:https://arxiv.org/pdf/1902.10840.pdf

16.PRECOG: PREdiction Conditioned On Goals in Visual Multi-Agent Settings
作者:Nicholas Rhinehart, Rowan McAllister, Kris Kitani, Sergey Levine
論文鏈接:https://arxiv.org/pdf/1905.01296.pdf
項(xiàng)目鏈接:https://sites.google.com/view/precog

17.Lifelong GAN: Continual Learning for Conditional Image Generation
作者:Mengyao Zhai, Lei Chen, Fred Tung, Jiawei He, Megha Nawhal, Greg Mori
論文鏈接:https://arxiv.org/abs/1907.10107

18.Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection
作者:Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent
論文鏈接:https://arxiv.org/abs/1907.10164

19.Towards Adversarially Robust Object Detection
作者:Haichao Zhang, Jianyu Wang
論文鏈接:https://arxiv.org/abs/1907.10310

20.6-DOF GraspNet: Variational Grasp Generation for Object Manipulation
作者:Arsalan Mousavian, Clemens Eppner, Dieter Fox
論文鏈接:https://arxiv.org/abs/1905.10520

21.Analyzing the Variety Loss in the Context of Probabilistic Trajectory Prediction
作者:Luca Anthony Thiede, Pratik Prabhanjan Brahma
論文鏈接:https://arxiv.org/abs/1907.10178

22.DAFL: Data-Free Learning of Student Networks
作者:Hanting Chen, Yunhe Wang, Chang Xu, Zhaohui Yang, Chuanjian Liu, Boxin Shi, Chunjing Xu, Chao Xu, Qi Tian
論文鏈接:https://arxiv.org/abs/1904.01186

23.Multi-adversarial Faster-RCNN for Unrestricted Object Detection
作者:Zhenwei He, Lei Zhang
論文鏈接:https://arxiv.org/abs/1907.10343

24.Boosting Few-Shot Visual Learning with Self-Supervision
作者:Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord
論文鏈接:https://arxiv.org/abs/1906.05186

25.A Quaternion-based Certifiably Optimal Solution to the Wahba Problem with Outliers
作者:Heng Yang, Luca Carlone
論文鏈接:https://arxiv.org/abs/1905.12536

26.Embodied Visual Recognition
作者:Jianwei Yang,Zhile Ren,Mingze Xu,Xinlei Chen,David Crandall,Devi Parikh,Dhruv Batra
項(xiàng)目鏈接:https://www.cc.gatech.edu/~jyang375/evr.html

27.Rethinking ImageNet Pre-training
作者:Kaiming He, Ross Girshick, and Piotr Dollár
論文鏈接:https://arxiv.org/abs/1811.08883

28.TensorMask: A Foundation for Dense Object Segmentation
作者:Xinlei Chen, Ross Girshick, Kaiming He, and Piotr Dollár
論文鏈接:https://arxiv.org/abs/1903.12174

29.FCOS: Fully Convolutional One-Stage Object Detectio
作者:Zhi Tian, Chunhua Shen, Hao Chen, Tong He
論文鏈接:https://arxiv.org/abs/1904.01355
Github鏈接:https://github.com/tianzhi0549/FCOS/

30.3D Point Cloud Learning for Large-scale Environment Analysis and Place Recognition
作者:Zhe Liu, Shunbo Zhou, Chuanzhe Suo, Yingtian Liu, Hesheng Wang, Yun-Hui Liu
論文鏈接:https://arxiv.org/abs/1812.07050

31.Selectivity or Invariance: Boundary-aware Salient Object Detection
作者:Jinming Su, Jia Li1, Yu Zhang, Changqun Xia and Yonghong Tian
論文鏈接:https://arxiv.org/pdf/1812.10066.pdf

32.Joint Monocular 3D Detection and Tracking
作者:Hou-Ning Hu, Qizhi Cai, Dequan Wang, Ji Lin, Min Sun, Philipp Kr?henbühl, Trevor Darrell, Fisher Yu
論文鏈接:https://arxiv.org/abs/1811.10742
Github鏈接:https://github.com/ucbdrive/3d-vehicle-tracking
項(xiàng)目鏈接:https://eborboihuc.github.io/Mono-3DT/?fbclid=IwAR1maTNHE5z-vEwAJKIcNEpbMWwBcjWJQ0gEHOwHB-u51w5dfeiZNCh0y-U

33.Point-to-Point Video Generation
作者:Tsun-Hsuan Wang, Yen-Chi Cheng, Chieh Hubert Lin, Hwann-Tzong Chen, Min Sun
論文鏈接:https://arxiv.org/abs/1904.02912
Github鏈接:https://github.com/charlescheng0117/p2pvg
項(xiàng)目鏈接:https://zswang666.github.io/P2PVG-Project-Page/?fbclid=IwAR1Cr-T54keo5zzaWLQuYNQMcPoKzXGr6-YrTDoauW6Hb5bOSwgluZQ3fIE

34.Creativity Inspired Zero-Shot Learning
作者:Mohamed Elhoseiny, Mohamed Elfeki
論文鏈接:https://arxiv.org/abs/1904.01109

35.HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips
作者:Antoine Miech, Dimitri Zhukov, Jean-Baptiste Alayrac, Makarand Tapaswi, Ivan Laptev, Josef Sivic
論文鏈接:https://arxiv.org/abs/1906.03327

36.Correlation Congruence for Knowledge Distillation
作者:Baoyun Peng, Xiao Jin, Jiaheng Liu, Shunfeng Zhou, Yichao Wu, Yu Liu, Dongsheng Li, Zhaoning Zhang
論文鏈接:https://arxiv.org/abs/1904.018029

37.VATEX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research
作者:Xin Wang, Jiawei Wu, Junkun Chen, Lei Li, Yuan-Fang Wang, William Yang Wang
論文鏈接:https://arxiv.org/abs/1904.03493
項(xiàng)目鏈接:http://vatex.org/main/index.html

38.Episodic Training for Domain Generalization
作者:Da Li, Jianshu Zhang, Yongxin Yang, Cong Liu, Yi-Zhe Song, Timothy M. Hospedales
論文鏈接:https://arxiv.org/abs/1902.00113

39.Exploring the Limitations of Behavior Cloning for Autonomous Driving
作者:Felipe Codevilla, Eder Santana, Antonio M. López, Adrien Gaidon
論文鏈接:https://arxiv.org/abs/1904.08980
Github鏈接:https://github.com/felipecode/coiltraine/blob/master/docs/exploring_limitations.md

40.GarNet: A Two-stream Network for Fast and Accurate 3D Cloth Draping
作者:Erhan Gundogdu, Victor Constantin, Amrollah Seifoddini, Minh Dang, Mathieu Salzmann, Pascal Fua
論文鏈接:https://arxiv.org/abs/1811.10983v2
項(xiàng)目鏈接:https://cvlab.epfl.ch/research/garment-simulation/garnet/

41.Tex2Shape: Detailed Full Human Body Geometry from a Single Image
作者:Thiemo Alldieck, Gerard Pons-Moll, Christian Theobalt, Marcus Magnor
論文鏈接:https://arxiv.org/abs/1904.08645
Github鏈接:https://github.com/thmoa/tex2shape

42.Semi-supervised Domain Adaptation via Minimax Entropy
作者:Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Trevor Darrell, Kate Saenko
論文鏈接:https://arxiv.org/abs/1904.06487

43.xR-EgoPose: Egocentric 3D Human Pose from an HMD Camera
作者:Denis Tome, Patrick Peluse, Lourdes Agapito, Hernan Badino
論文鏈接:https://arxiv.org/abs/1907.10045

44.Canonical Surface Mapping via Geometric Cycle Consistency
作者:Nilesh Kulkarni, Abhinav Gupta, Shubham Tulsiani
論文鏈接:https://arxiv.org/abs/1907.10043
項(xiàng)目鏈接:https://nileshkulkarni.github.io/csm/

45.Incremental Class Discovery for Semantic Segmentation with RGBD Sensing
作者:Yoshikatsu Nakajima, Byeongkeun Kang, Hideo Saito, Kris Kitani
論文鏈接:https://arxiv.org/abs/1907.10008

46.U4D: Unsupervised 4D Dynamic Scene Understanding
作者:Armin Mustafa, Chris Russell, Adrian Hilton
論文鏈接:https://arxiv.org/abs/1907.09905

47.BMN: Boundary-Matching Network for Temporal Action Proposal Generation
作者:Tianwei Lin, Xiao Liu, Xin Li, Errui Ding, Shilei Wen
論文鏈接:https://arxiv.org/abs/1907.09702

48.Similarity-Preserving Knowledge Distillation
作者:Frederick Tung, Greg Mori
論文鏈接:https://arxiv.org/abs/1907.09682

49.GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition
作者:Fangneng Zhan, Chuhui Xue, Shijian Lu
論文鏈接:https://arxiv.org/abs/1907.09653

50.Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN
作者:Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston Hsu
論文鏈接:https://arxiv.org/abs/1904.10247
Github鏈接:https://github.com/amjltc295/Free-Form-Video-Inpainting

51.Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction
作者:Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor
論文鏈接:https://arxiv.org/pdf/1811.09845.pdf

52.Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers
作者:Ameya Joshi, Amitangshu Mukherjee, Soumik Sarkar, Chinmay Hegde
論文鏈接:https://arxiv.org/abs/1904.08489

53.What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention
作者:Antonino Furnari, Giovanni Maria Farinella
論文鏈接:https://arxiv.org/pdf/1905.09035.pdf
Github鏈接:https://github.com/antoninofurnari/rulstm
項(xiàng)目鏈接:https://iplab.dmi.unict.it/rulstm/

54.nocaps: novel object captioning at scale
作者:Harsh Agrawal, Karan Desai, Yufei Wang, Xinlei Chen, Rishabh Jain, Mark Johnson, Dhruv Batra, Devi Parikh, Stefan Lee, Peter Anderson
論文鏈接:https://arxiv.org/abs/1812.08658
項(xiàng)目鏈接:https://nocaps.org

55.ThunderNet: Towards Real-time Generic Object Detection
作者:Zheng Qin, Zeming Li, Zhaoning Zhang, Yiping Bao, Gang Yu, Yuxing Peng, Jian Sun
論文鏈接:https://arxiv.org/abs/1903.11752

56.MemorizingNormality to Detect Anomaly: Memory-augmented Deep Autoencoder (MemAE) forUnsupervised Anomaly Detection
作者:Dong Gong, Lingqiao Liu, Vuong Le, Budhaditya Saha, Moussa Reda Mansour, Svetha Venkatesh, Anton van den Hengel
論文鏈接:https://arxiv.org/abs/1904.02639
Github鏈接:https://github.com/donggong1/memae-anomaly-detection
項(xiàng)目鏈接:https://donggong1.github.io/anomdec-memae.html

57.Scene GraphPrediction with Limited Labels
作者:Vincent S. Chen, Paroma Varma, Ranjay Krishna, Michael Bernstein, Christopher Re, Li Fei-Fei
論文鏈接:https://arxiv.org/abs/1904.11622

58.Ego-Pose Estimation and Forecasting as Real-Time PD Control
作者:Ye Yuan, Kris Kitani
論文鏈接:https://arxiv.org/abs/1906.03173

59.The Trajectron: Probabilistic Multi-Agent Trajectory Modeling withDynamic Spatiotemporal Graphs
作者:Boris Ivanovic, Marco Pavone
論文鏈接:https://arxiv.org/abs/1810.05993

60.End-to-End Learning of Representations for Asynchronous Event-BasedData
作者:Daniel Gehrig, Antonio Loquercio, Konstantinos G. Derpanis, Davide Scaramuzza
論文鏈接:https://arxiv.org/abs/1904.08245

-End-




ICCV 2019|70 篇論文搶先讀,含目標(biāo)檢測/自動駕駛/GCN/等(提供PDF下載)的評論 (共 條)

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