Title
Robust and High Performance Face Detector Yundong Zhang Xiang Xu Xiaotao Liu CVBM 22 27 0 06 Jan 2019
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding Dengxin Dai Daniel Gehrig Simon Hecker Luc Van Gool 37 140 0 05 Jan 2019
Intelligent Intersection: Two-Stream Convolutional Networks for Real-time Near Accident Detection in Traffic Video Xiaohui Huang Pan He Anand Rangarajan Sanjay Ranka 32 54 0 04 Jan 2019
Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks Daniel Kerrigan Mateusz Trokielewicz A. Czajka Kevin W. Bowyer CVBM 20 29 0 04 Jan 2019
Active Learning with TensorBoard Projector F. Luus Naweed Khan I. Akhalwaya 30 13 0 03 Jan 2019
Visualizing Deep Similarity Networks Abby Stylianou Richard Souvenir Robert Pless FAtt 25 55 0 02 Jan 2019
Attribute-Aware Attention Model for Fine-grained Representation Learning Kai Han Jianyuan Guo Chao Zhang Mingjian Zhu 32 122 0 02 Jan 2019
FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review Ahmad Shawahna S. M. Sait A. El-Maleh 33 374 0 01 Jan 2019
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks Yue Liu Wei Wu Qiang Wang Fangyi Zhang Junliang Xing Junjie Yan ViT 38 1,797 0 31 Dec 2018
Greedy Layerwise Learning Can Scale to ImageNet Eugene Belilovsky Michael Eickenberg Edouard Oyallon 17 180 0 29 Dec 2018
Reconciling modern machine learning practice and the bias-variance trade-off M. Belkin Daniel J. Hsu Siyuan Ma Soumik Mandal 60 1,617 0 28 Dec 2018
Studying the Plasticity in Deep Convolutional Neural Networks using Random Pruning Deepak Mittal S. Bhardwaj Mitesh M. Khapra Balaraman Ravindran 3DPC 36 31 0 26 Dec 2018
JALAD: Joint Accuracy- and Latency-Aware Deep Structure Decoupling for Edge-Cloud Execution Hongshan Li Chenghao Hu Jingyan Jiang Zhi Wang Yonggang Wen Wenwu Zhu 23 133 0 25 Dec 2018
EgoReID Dataset: Person Re-identification in Videos Acquired by Mobile Devices with First-Person Point-of-View Emrah Basaran Yonatan Tariku Tesfaye M. Shah 27 0 0 22 Dec 2018
Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions Zhilin Zheng Li Sun CML CoGe DRL 18 46 0 22 Dec 2018
Symbolic inductive bias for visually grounded learning of spoken language Grzegorz Chrupała 27 28 0 21 Dec 2018
Deep Metric Transfer for Label Propagation with Limited Annotated Data Bin Liu Zhirong Wu Han Hu Stephen Lin 29 63 0 20 Dec 2018
nocaps: novel object captioning at scale Harsh Agrawal Karan Desai Yufei Wang Xinlei Chen Rishabh Jain Mark Johnson Dhruv Batra Devi Parikh Stefan Lee Peter Anderson VLM 21 470 0 20 Dec 2018
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 45 5,431 0 20 Dec 2018
DAC: Data-free Automatic Acceleration of Convolutional Networks Xin Li Shuai Zhang Bolan Jiang Y. Qi Mooi Choo Choo Chuah N. Bi 26 7 0 20 Dec 2018
SQuantizer: Simultaneous Learning for Both Sparse and Low-precision Neural Networks M. Park Xiaofang Xu C. Brick MQ 27 8 0 20 Dec 2018
Learning Direct Optimization for Scene Understanding Lukasz Romaszko Christopher K. I. Williams J. Winn 22 7 0 18 Dec 2018
TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation Toshihiko Matsuura Kuniaki Saito Tatsuya Harada 27 13 0 18 Dec 2018
Mining Interpretable AOG Representations from Convolutional Networks via Active Question Answering Quanshi Zhang Ruiming Cao Ying Nian Wu Song-Chun Zhu 22 14 0 18 Dec 2018
Multi-Level Sequence GAN for Group Activity Recognition Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes GAN 31 26 0 18 Dec 2018
A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search Yesmina Jaâfra J. Laurent A. Deruyver M. Naceur OOD 13 14 0 17 Dec 2018
Probabilistic Attribute Tree in Convolutional Neural Networks for Facial Expression Recognition Jie Cai Zibo Meng Ahmed-Shehab Khan Zhiyuan Li James O'Reilly Yan Tong CVBM 16 20 0 17 Dec 2018
Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network Guangyuan Pan L. Fu Ruifan Yu Matthew Muresan 19 14 0 17 Dec 2018
Classifier and Exemplar Synthesis for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha VLM 21 49 0 16 Dec 2018
ELASTIC: Improving CNNs with Dynamic Scaling Policies Huiyu Wang Aniruddha Kembhavi Ali Farhadi Alan Yuille Mohammad Rastegari 122 58 0 13 Dec 2018
Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang Li Zhang Luca Bertinetto Weiming Hu Philip Torr VOS 16 1,200 0 12 Dec 2018
Long-Term Feature Banks for Detailed Video Understanding Chao-Yuan Wu Christoph Feichtenhofer Haoqi Fan Kaiming He Philipp Krahenbuhl Ross B. Girshick 62 478 0 12 Dec 2018
C3: Concentrated-Comprehensive Convolution and its application to semantic segmentation Hyojin Park Y. Yoo Geonseok Seo Dongyoon Han Sangdoo Yun Nojun Kwak SSeg 30 9 0 12 Dec 2018
Can I trust you more? Model-Agnostic Hierarchical Explanations Michael Tsang Youbang Sun Dongxu Ren Yan Liu FAtt 16 25 0 12 Dec 2018
Neighbourhood Watch: Referring Expression Comprehension via Language-guided Graph Attention Networks Peng Wang Qi Wu Jiewei Cao Chunhua Shen Lianli Gao Anton Van Den Hengel ObjD 22 253 0 12 Dec 2018
Deep Anomaly Detection with Outlier Exposure Dan Hendrycks Mantas Mazeika Thomas G. Dietterich OODD 31 1,458 0 11 Dec 2018
Adversarial Framing for Image and Video Classification Konrad Zolna Michal Zajac Negar Rostamzadeh Pedro H. O. Pinheiro AAML 30 60 0 11 Dec 2018
Informing Artificial Intelligence Generative Techniques using Cognitive Theories of Human Creativity S. DiPaola L. Gabora Graeme McCaig 19 35 0 11 Dec 2018
Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions Han-Jia Ye Hexiang Hu De-Chuan Zhan Fei Sha 68 658 0 10 Dec 2018
Reliable Identification of Redundant Kernels for Convolutional Neural Network Compression Wei Wang Liqiang Zhu CVBM 20 13 0 10 Dec 2018
A Structured Model For Action Detection Yubo Zhang P. Tokmakov M. Hebert Cordelia Schmid 28 101 0 09 Dec 2018
Feature Denoising for Improving Adversarial Robustness Cihang Xie Yuxin Wu Laurens van der Maaten Alan Yuille Kaiming He 44 904 0 09 Dec 2018
Tube-CNN: Modeling temporal evolution of appearance for object detection in video Tuan-Hung Vu A. Osokin Ivan Laptev MedIm ViT 13 3 0 06 Dec 2018
Fast and Accurate Person Re-Identification with RMNet Evgeny Izutov 3DH 32 6 0 06 Dec 2018
Meta-Transfer Learning for Few-Shot Learning Qianru Sun Yaoyao Liu Tat-Seng Chua Bernt Schiele 75 1,061 0 06 Dec 2018
Adapting Auxiliary Losses Using Gradient Similarity Yunshu Du Wojciech M. Czarnecki Siddhant M. Jayakumar Mehrdad Farajtabar Razvan Pascanu Balaji Lakshminarayanan 35 156 0 05 Dec 2018
Understanding Individual Decisions of CNNs via Contrastive Backpropagation Jindong Gu Yinchong Yang Volker Tresp FAtt 17 94 0 05 Dec 2018
A novel database of Children's Spontaneous Facial Expressions (LIRIS-CSE) Rizwan Ahmed Khan Arthur Crenn Alexandre Meyer S. Bouakaz 23 70 0 04 Dec 2018
Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction Hyunkwang Lee Chao Huang Sehyo Yune Shahein H. Tajmir Myeongchan Kim Synho Do OOD 16 46 0 03 Dec 2018
Examining Deep Learning Architectures for Crime Classification and Prediction Panagiotis Stalidis T. Semertzidis P. Daras 14 61 0 03 Dec 2018