【今日CV 视觉论文速览】 07 Dec 2018
今日CS.CV计算机视觉论文速览
Fri, 7 Dec 2018
Totally 44 papers
Daily Computer Vision Papers
[1] Title: Visual Object Networks: Image Generation with Disentangled 3D Representation
Authors:Jun-Yan Zhu, Zhoutong Zhang, Chengkai Zhang, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum, William T. Freeman
[2] Title: Cross-Domain 3D Equivariant Image Embeddings
Authors:Carlos Esteves, Avneesh Sud, Zhengyi Luo, Kostas Daniilidis, Ameesh Makadia
[3] Title: PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding
Authors:Kaichun Mo, Shilin Zhu, Angel X. Chang, Li Yi, Subarna Tripathi, Leonidas J. Guibas, Hao Su
[4] Title: Video Action Transformer Network
Authors:Rohit Girdhar, João Carreira, Carl Doersch, Andrew Zisserman
[5] Title: Online Model Distillation for Efficient Video Inference
Authors:Ravi Teja Mullapudi, Steven Chen, Keyi Zhang, Deva Ramanan, Kayvon Fatahalian
[6] Title: Theoretical Guarantees of Deep Embedding Losses Under Label Noise
Authors:Nam Le, Jean-Marc Odobez
[7] Title: Recursive Visual Attention in Visual Dialog
Authors:Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu, Ji-Rong Wen
[8] Title: Pathological Evidence Exploration in Deep Retinal Image Diagnosis
Authors:Yuhao Niu, Lin Gu, Feng Lu, Feifan Lv, Zongji Wang, Imari Sato, Zijian Zhang, Yangyan Xiao, Xunzhang Dai, Tingting Cheng
[9] Title: Traversing Latent Space using Decision Ferns
Authors:Yan Zuo, Gil Avraham, Tom Drummond
[10] Title: Guided Zoom: Questioning Network Evidence for Fine-grained Classification
Authors:Sarah Adel Bargal, Andrea Zunino, Vitali Petsiuk, Jianming Zhang, Kate Saenko, Vittorio Murino, Stan Sclaroff
[11] Title: Hybrid Feature Learning for Handwriting Verification
Authors:Mohammad Abuzar Shaikh, Mihir Chauhan, Jun Chu, Sargur Srihari
[12] Title: Tube-CNN: Modeling temporal evolution of appearance for object detection in video
Authors:Tuan-Hung Vu, Anton Osokin, Ivan Laptev
[13] Title: OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation
Authors:Alexandre Rame, Emilien Garreau, Hedi Ben-Younes, Charles Ollion
[14] Title: Disjoint Label Space Transfer Learning with Common Factorised Space
Authors:Xiaobin Chang, Yongxin Yang, Tao Xiang, Timothy M. Hospedales
[15] Title: Unsupervised Feature Learning of Human Actions as Trajectories in Pose Embedding Manifold
Authors:Jogendra Nath Kundu, Maharshi Gor, Phani Krishna Uppala, R. Venkatesh Babu
[16] Title: BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN
Authors:Jogendra Nath Kundu, Maharshi Gor, R. Venkatesh Babu
[17] Title: Computer Vision for Autonomous Vehicles
Authors:Rohit Gandikota
[18] Title: Segmentation-driven 6D Object Pose Estimation
Authors:Yinlin Hu, Joachim Hugonot, Pascal Fua, Mathieu Salzmann
[19] Title: Towards Leveraging the Information of Gradients in Optimization-based Adversarial Attack
Authors:Jingyang Zhang, Hsin-Pai Cheng, Chunpeng Wu, Hai Li, Yiran Chen
[20] Title: A novel health risk model based on intraday physical activity time series collected by smartphones
Authors:Evgeny Getmantsev, Boris Zhurov, Timothy V. Pyrkov, Peter O. Fedichev
[21] Title: Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss
Authors:Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs, Hubert Cochet, Maxime Sermesant
[22] Title: ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection
Authors:Davide Cozzolino, Justus Thies, Andreas Rössler, Christian Riess, Matthias Nießner, Luisa Verdoliva
[23] Title: Zero-Shot Anticipation for Instructional Activities
Authors:Fadime Sener, Angela Yao
[24] Title: Prediction of final infarct volume from native CT perfusion and treatment parameters using deep learning
Authors:David Robben, Anna M.M. Boers, Henk A. Marquering, Lucianne L.C.M. Langezaal, Yvo B.W.E.M. Roos, Robert J. van Oostenbrugge, Wim H. van Zwam, Diederik W.J. Dippel, Charles B.L.M. Majoie, Aad van der Lugt, Robin Lemmens, Paul Suetens
[25] Title: Learning to Infer the Depth Map of a Hand from its Color Image
Authors:Vassilis C. Nicodemou, Iason Oikonomidis, Georgios Tzimiropoulos, Antonis Argyros
[26] Title: Binary Document Image Super Resolution for Improved Readability and OCR Performance
Authors:Ram Krishna Pandey, K Vignesh, A G Ramakrishnan, Chandrahasa B
[27] Title: Deep Embedding using Bayesian Risk Minimization with Application to Sketch Recognition
Authors:Anand Mishra, Ajeet Kumar Singh
[28] Title: Fast and Accurate Person Re-Identification with RMNet
Authors:Evgeny Izutov
[29] Title: Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss
Authors:Oldřich Kodym, Michal Španěl, Adam Herout
[30] Title: MEAL: Multi-Model Ensemble via Adversarial Learning
Authors:Zhiqiang Shen, Zhankui He, Xiangyang Xue
[31] Title: Self-supervised Learning of Dense Shape Correspondence
Authors:Oshri Halimi, Or Litany, Emanuele Rodolà, Alex Bronstein, Ron Kimmel
[32] Title: Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning
Authors:Mijung Kim, Olivier Janssens, Ho-min Park, Jasper Zuallaert, Sofie Van Hoecke, Wesley De Neve
[33] Title: Trained Rank Pruning for Efficient Deep Neural Networks
Authors:Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong
[34] Title: Adaptive Scenario Discovery for Crowd Counting
Authors:Xingjiao Wu, Yingbin Zheng, Hao Ye, Wenxin Hu, Jing Yang, Liang He
[35] Title: Meta-Transfer Learning for Few-Shot Learning
Authors:Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele
[36] Title: Auto-Encoding Graphical Inductive Bias for Descriptive Image Captioning
Authors:Xu Yang, Kaihua Tang, Hanwang Zhang, Jianfei Cai
[37] Title: Context-Aware Synthesis and Placement ofObject Instances
Authors:Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz
[38] Title: Scene Dynamics: Counterfactual Critic Multi-Agent Training for Scene Graph Generation
Authors:Long Chen, Hanwang Zhang, Jun Xiao, Xiangnan He, Shiliang Pu, Shih-Fu Chang
[39] Title: Arbitrary Style Transfer with Style-Attentional Networks
Authors:Dae Young Park, Kwang Hee Lee
[40] Title: Skin Lesions Classification Using Convolutional Neural Networks in Clinical Images
Authors:Danilo Barros Mendes, Nilton Correia da Silva
[41] Title: Photo Wake-Up: 3D Character Animation from a Single Photo
Authors:Chung-Yi Weng, Brian Curless, Ira Kemelmacher-Shlizerman
[42] Title: Convolutional Neural Networks with Transformed Input based on Robust Tensor Network Decomposition
Authors:Jenn-Bing Ong, Wee-Keong Ng, C.-C. Jay Kuo
[43] Title: Pseudo-Rehearsal: Achieving Deep Reinforcement Learning without Catastrophic Forgetting
Authors:Craig Atkinson, Brendan McCane, Lech Szymanski, Anthony Robins
[44] Title: DNQ: Dynamic Network Quantization
Authors:Yuhui Xu, Shuai Zhang, Yingyong Qi, Jiaxian Guo, Weiyao Lin, Hongkai Xiong
