Papers
Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection From Videos
Yang Du, Chunfeng Yuan, Bing Li et al.
Deep Supervision With Shape Concepts for Occlusion-Aware 3D Object Parsing
Chi Li, M. Zeeshan Zia, Quoc-Huy Tran et al.
Weighted-Entropy-Based Quantization for Deep Neural Networks
Eunhyeok Park, Junwhan Ahn, Sungjoo Yoo
Deep Multimodal Representation Learning From Temporal Data
Xitong Yang, Palghat Ramesh, Radha Chitta et al.
Reflection Removal Using Low-Rank Matrix Completion
Byeong-Ju Han, Jae-Young Sim
Indoor Scene Parsing With Instance Segmentation, Semantic Labeling and Support Relationship Inference
Wei Zhuo, Mathieu Salzmann, Xuming He et al.
Accurate Single Stage Detector Using Recurrent Rolling Convolution
Jimmy Ren, Xiaohao Chen, Jianbo Liu et al.
Scene Graph Generation by Iterative Message Passing
Danfei Xu, Yuke Zhu, Christopher B. Choy et al.
Scribbler: Controlling Deep Image Synthesis With Sketch and Color
Patsorn Sangkloy, Jingwan Lu, Chen Fang et al.
Event-Based Visual Inertial Odometry
Alex Zihao Zhu, Nikolay Atanasov, Kostas Daniilidis
Deep Metric Learning via Facility Location
Hyun Oh Song, Stefanie Jegelka, Vivek Rathod et al.
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation
Binghui Chen, Weihong Deng, Junping Du
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection
Dan Xu, Wanli Ouyang, Elisa Ricci et al.
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation
Dan Xu, Elisa Ricci, Wanli Ouyang et al.
Hyperspectral Image Super-Resolution via Non-Local Sparse Tensor Factorization
Renwei Dian, Leyuan Fang, Shutao Li
Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification
Yongxi Lu, Abhishek Kumar, Shuangfei Zhai et al.
Hardware-Efficient Guided Image Filtering for Multi-Label Problem
Longquan Dai, Mengke Yuan, Zechao Li et al.
Learning to Extract Semantic Structure From Documents Using Multimodal Fully Convolutional Neural Networks
Xiao Yang, Ersin Yumer, Paul Asente et al.
Full Resolution Image Compression With Recurrent Neural Networks
George Toderici, Damien Vincent, Nick Johnston et al.
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video
Esteban Real, Jonathon Shlens, Stefano Mazzocchi et al.
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks
Yinda Zhang, Shuran Song, Ersin Yumer et al.
AnchorNet: A Weakly Supervised Network to Learn Geometry-Sensitive Features for Semantic Matching
David Novotny, Diane Larlus, Andrea Vedaldi
Robust Joint and Individual Variance Explained
Christos Sagonas, Yannis Panagakis, Alina Leidinger et al.
Grassmannian Manifold Optimization Assisted Sparse Spectral Clustering
Qiong Wang, Junbin Gao, Hong Li
Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling
Spyros Gidaris, Nikos Komodakis