Papers
End-To-End Learning of Action Detection From Frame Glimpses in Videos
Serena Yeung, Olga Russakovsky, Greg Mori et al.
Visual Path Prediction in Complex Scenes With Crowded Moving Objects
YoungJoon Yoo, Kimin Yun, Sangdoo Yun et al.
Actions ~ Transformations
Xiaolong Wang, Ali Farhadi, Abhinav Gupta
Predicting the Where and What of Actors and Actions Through Online Action Localization
Khurram Soomro, Haroon Idrees, Mubarak Shah
Mining 3D Key-Pose-Motifs for Action Recognition
Chunyu Wang, Yizhou Wang, Alan L. Yuille
Recognizing Micro-Actions and Reactions From Paired Egocentric Videos
Ryo Yonetani, Kris M. Kitani, Yoichi Sato
First Person Action Recognition Using Deep Learned Descriptors
Suriya Singh, Chetan Arora, C. V. Jawahar
Structured Receptive Fields in CNNs
Jorn-Henrik Jacobsen, Jan van Gemert, Zhongyu Lou et al.
MDL-CW: A Multimodal Deep Learning Framework With Cross Weights
Sarah Rastegar, Mahdieh Soleymani, Hamid R. Rabiee et al.
FireCaffe: Near-Linear Acceleration of Deep Neural Network Training on Compute Clusters
Forrest N. Iandola, Matthew W. Moskewicz, Khalid Ashraf et al.
Blockout: Dynamic Model Selection for Hierarchical Deep Networks
Calvin Murdock, Zhen Li, Howard Zhou et al.
DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard
Learning to Co-Generate Object Proposals With a Deep Structured Network
Zeeshan Hayder, Xuming He, Mathieu Salzmann
Fast ConvNets Using Group-Wise Brain Damage
Vadim Lebedev, Victor Lempitsky
Comparative Deep Learning of Hybrid Representations for Image Recommendations
Chenyi Lei, Dong Liu, Weiping Li et al.
Context Encoders: Feature Learning by Inpainting
Deepak Pathak, Philipp Krahenbuhl, Jeff Donahue et al.
Automating Carotid Intima-Media Thickness Video Interpretation With Convolutional Neural Networks
Jae Shin, Nima Tajbakhsh, R. Todd Hurst et al.
Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks
Seong Jae Hwang, Nagesh Adluru, Maxwell D. Collins et al.
Conformal Surface Alignment With Optimal Mobius Search
Huu Le, Tat-Jun Chin, David Suter
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation
Hoo-Chang Shin, Kirk Roberts, Le Lu et al.
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation
Hao Chen, Xiaojuan Qi, Lequan Yu et al.
Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis
Chuan Li, Michael Wand
Automatic Content-Aware Color and Tone Stylization
Joon-Young Lee, Kalyan Sunkavalli, Zhe Lin et al.
Do It Yourself Hyperspectral Imaging With Everyday Digital Cameras
Seoung Wug Oh, Michael S. Brown, Marc Pollefeys et al.
Simultaneous Estimation of Near IR BRDF and Fine-Scale Surface Geometry
Gyeongmin Choe, Srinivasa G. Narasimhan, In So Kweon