【今日CV 计算机视觉论文速览】Thu, 7 Mar 2019

今日CS.CV计算机视觉论文速览
Thu, 7 Mar 2019
Totally 36 papers

Daily Computer Vision Papers

[1] Title: Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines
Authors:Aritra Chowdhury, Malik Magdin-Ismail, Bulent Yener
[2] Title: Learning multimodal representations for sample-efficient recognition of human actions
Authors:Miguel Vasco, Francisco S. Melo, David Martins de Matos, Ana Paiva, Tetsunari Inamura
[3] Title: Image captioning with weakly-supervised attention penalty
Authors:Jiayun Li, Mohammad K. Ebrahimpour, Azadeh Moghtaderi, Yen-Yun Yu
[4] Title: Understanding and Visualizing Deep Visual Saliency Models
Authors:Sen He, Hamed R. Tavakoli, Ali Borji, Yang Mi, Nicolas Pugeault
[5] Title: Prostate Segmentation from 3D MRI Using a Two-Stage Model and Variable-Input Based Uncertainty Measure
Authors:Huitong Pan, Yushan Feng, Quan Chen, Craig Meyer, Xue Feng
[6] Title: A Synchronized Multi-Modal Attention-Caption Dataset and Analysis
Authors:Sen He, Hamed R. Tavakoli, Ali Borji, Nicolas Pugeault
[7] Title: Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries
Authors:Jawadul H. Bappy, Cody Simons, Lakshmanan Nataraj, B.S. Manjunath, Amit K. Roy-Chowdhury
[8] Title: Object Counting and Instance Segmentation with Image-level Supervision
Authors:Hisham Cholakkal, Guolei Sun (equal contribution), Fahad Shahbaz Khan, Ling Shao
[9] Title: Compressing complex convolutional neural network based on an improved deep compression algorithm
Authors:Jiasong Wu, Hongshan Ren, Youyong Kong, Chunfeng Yang, Lotfi Senhadji, Huazhong Shu
[10] Title: CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning
Authors:Chi Zhang, Guosheng Lin, Fayao Liu, Rui Yao, Chunhua Shen
[11] Title: Self-Supervised Learning of 3D Human Pose using Multi-view Geometry
Authors:Muhammed Kocabas, Salih Karagoz, Emre Akbas
[12] Title: Video-based surgical skill assessment using 3D convolutional neural networks
Authors:Isabel Funke, Sören Torge Mees, Jürgen Weitz, Stefanie Speidel
[13] Title: Visual Discourse Parsing
Authors:Arjun R Akula, Song-Chun Zhu
[14] Title: Photo-realistic Image Super-resolution with Fast and Lightweight Cascading Residual Network
Authors:Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
[15] Title: Characterizing Human Behaviours Using Statistical Motion Descriptor
Authors:Eissa Jaber Alreshidi, Mohammad Bilal
[16] Title: Robust Video Background Identification by Dominant Rigid Motion Estimation
Authors:Kaimo Lin, Nianjuan Jiang, Loong Fah Cheong, Jiangbo Lu, Xun Xu
[17] Title: DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis
Authors:Mkhuseli Ngxande, Jules-Raymond Tapamo, Michael Burke
[18] Title: Transfer feature generating networks with semantic classes structure for zero-shot learning
Authors:Guangfeng Lin, Wanjun Chen, Kaiyang Liao, Xiaobing Kang, Caixia Fan
[19] Title: Deep Transfer Learning for Multiple Class Novelty Detection
Authors:Pramuditha Perera, Vishal M. Patel
[20] Title: Robust Lane Detection from Continuous Driving Scenes Using Deep Neural Networks
Authors:Qin Zou, Hanwen Jiang, Qiyu Dai, Yuanhao Yue, Long Chen, Qian Wang
[21] Title: Semantic Adversarial Network with Multi-scale Pyramid Attention for Video Classification
Authors:De Xie, Cheng Deng, Hao Wang, Chao Li, Dapeng Tao
[22] Title: Large-Scale Pedestrian Retrieval Competition
Authors:Da Li, Zhang Zhang
[23] Title: Age Progression and Regression with Spatial Attention Modules
Authors:Qi Li, Yunfan Liu, Zhenan Sun
[24] Title: Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation
Authors:Zhi Tian, Chunhua Shen, Tong He, Youliang Yan
[25] Title: Bounded Residual Gradient Networks (BReG-Net) for Facial Affect Computing
Authors:Behzad Hasani, Pooran Singh Negi, Mohammad H. Mahoor
[26] Title: Defining Image Memorability using the Visual Memory Schema
Authors:Erdem Akagunduz, Adrian G. Bors, Karla K. Evans
[27] Title: Abnormal Chest X-ray Identification With Generative Adversarial One-Class Classifier
Authors:Yuxing Tang, Youbao Tang, Mei Han, Jing Xiao, Ronald M. Summers
[28] Title: Crowd Counting Using Scale-Aware Attention Networks
Authors:Mohammad Asiful Hossain, Mehrdad Hosseinzadeh, Omit Chanda, Yang Wang
[29] Title: Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation
Authors:Liyiming Ke, Xiujun Li, Yonatan Bisk, Ari Holtzman, Zhe Gan, Jingjing Liu, Jianfeng Gao, Yejin Choi, Siddhartha Srinivasa
[30] Title: Combining Optimal Control and Learning for Visual Navigation in Novel Environments
Authors:Somil Bansal, Varun Tolani, Saurabh Gupta, Jitendra Malik, Claire Tomlin
[31] Title: GQ-STN: Optimizing One-Shot Grasp Detection based on Robustness Classifier
Authors:Alexandre Gariépy, Jean-Christophe Ruel, Brahim Chaib-draa, Philippe Giguère
[32] Title: High-Fidelity Image Generation With Fewer Labels
Authors:Mario Lucic, Michael Tschannen, Marvin Ritter, Xiaohua Zhai, Olivier Bachem, Sylvain Gelly
[33] Title: AAAI-2019 Workshop on Games and Simulations for Artificial Intelligence
Authors:Marwan Mattar, Roozbeh Mottaghi, Julian Togelius, Danny Lange
[34] Title: Safeguarded Dynamic Label Regression for Generalized Noisy Supervision
Authors:Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Jun Sun
[35] Title: Exploring Deep Spiking Neural Networks for Automated Driving Applications
Authors:Sambit Mohapatra, Heinrich Gotzig, Senthil Yogamani, Stefan Milz, Raoul Zollner
[36] Title: Viewpoint Optimization for Autonomous Strawberry Harvesting with Deep Reinforcement Learning
Authors:Jonathon Sather

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