Analyzing the Performance of Multilayer Neural Networks for Object Recognition

7 July 2014

Papers citing "Analyzing the Performance of Multilayer Neural Networks for Object Recognition"

50 / 153 papers shown

Title
On the Exploration of Convolutional Fusion Networks for Visual Recognition Y. Liu Yanming Guo M. Lew 30 23 0 16 Nov 2016
Learning Sparse, Distributed Representations using the Hebbian Principle Aseem Wadhwa Upamanyu Madhow 12 9 0 14 Nov 2016
Can Ground Truth Label Propagation from Video help Semantic Segmentation? Siva Karthik Mustikovela M. Yang Carsten Rother 24 33 0 03 Oct 2016
A scalable convolutional neural network for task-specified scenarios via knowledge distillation Mengnan Shi F. Qin QiXiang Ye Zhenjun Han Jianbin Jiao 16 5 0 19 Sep 2016
Associating Grasp Configurations with Hierarchical Features in Convolutional Neural Networks L. Ku Erik Learned-Miller R. Grupen 14 12 0 13 Sep 2016
DeepSkeleton: Learning Multi-task Scale-associated Deep Side Outputs for Object Skeleton Extraction in Natural Images Wei Shen Kai Zhao Yuan Jiang Yan Wang X. Bai Alan Yuille 19 99 0 13 Sep 2016
What makes ImageNet good for transfer learning? Minyoung Huh Pulkit Agrawal Alexei A. Efros OOD SSeg VLM SSL 62 671 0 30 Aug 2016
Do semantic parts emerge in Convolutional Neural Networks? Abel Gonzalez-Garcia Davide Modolo V. Ferrari 158 113 0 13 Jul 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 101 4,310 0 29 Jun 2016
Saliency Driven Object recognition in egocentric videos with deep CNN P. Roman J. Benois-Pineau J. Domenger F. Paclet D. Cattaert A. Rugy 44 32 0 23 Jun 2016
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 30 49 0 09 Jun 2016
Improving Image Captioning by Concept-based Sentence Reranking Xirong Li Qin Jin 17 5 0 03 May 2016
Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering Arun Mallya Svetlana Lazebnik 39 119 0 16 Apr 2016
From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction Victor Campos Brendan Jou Xavier Giró-i-Nieto 19 187 0 12 Apr 2016
Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs Wei Shen Kai Zhao Yuan Jiang Yan Wang Zhijiang Zhang X. Bai 12 104 0 31 Mar 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 13 2,958 0 30 Mar 2016
Instance-sensitive Fully Convolutional Networks Jifeng Dai Kaiming He Yi Li Shaoqing Ren Jian Sun SSeg 20 397 0 29 Mar 2016
Cascaded Subpatch Networks for Effective CNNs Xiaoheng Jiang Yanwei Pang Manli Sun Xuelong Li 26 39 0 01 Mar 2016
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning Hoo-Chang Shin H. Roth Mingchen Gao Le Lu Ziyue Xu Isabella Nogues Jianhua Yao D. Mollura Ronald M. Summers 11 4,573 0 10 Feb 2016
How Far are We from Solving Pedestrian Detection? Shanshan Zhang Rodrigo Benenson Mohamed Omran J. Hosang Bernt Schiele 11 491 0 03 Feb 2016
Understanding Deep Convolutional Networks S. Mallat FAtt AI4CE 21 639 0 19 Jan 2016
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 41 1,205 0 14 Dec 2015
Deep Exemplar 2D-3D Detection by Adapting from Real to Rendered Views Francisco Massa Bryan C. Russell Mathieu Aubry 3DV ObjD 9 101 0 08 Dec 2015
Unsupervised learning of object semantic parts from internal states of CNNs by population encoding Jianyu Wang Zhishuai Zhang Cihang Xie Vittal Premachandran Alan Yuille 10 43 0 21 Nov 2015
Adjustable Bounded Rectifiers: Towards Deep Binary Representations Zhirong Wu Dahua Lin Xiaoou Tang MQ 16 14 0 19 Nov 2015
Deep Learning for Tactile Understanding From Visual and Haptic Data Yang Gao Lisa Anne Hendricks Katherine J. Kuchenbecker Trevor Darrell 17 242 0 19 Nov 2015
Particular object retrieval with integral max-pooling of CNN activations Giorgos Tolias R. Sicre Hervé Jégou 19 966 0 18 Nov 2015
Cross-convolutional-layer Pooling for Image Recognition Lingqiao Liu Chunhua Shen Anton Van Den Hengel 30 81 0 04 Oct 2015
Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images Alexander Krull Eric Brachmann Frank Michel M. Yang Stefan Gumhold Carsten Rother SSL 16 199 0 19 Aug 2015
What is Holding Back Convnets for Detection? Bojan Pepik Rodrigo Benenson Tobias Ritschel Bernt Schiele ObjD 24 64 0 12 Aug 2015
Digging Deep into the layers of CNNs: In Search of How CNNs Achieve View Invariance A. Bakry Mohamed Elhoseiny Tarek El-Gaaly Ahmed Elgammal 28 29 0 09 Aug 2015
Deep Learning for Single-View Instance Recognition David Held Sebastian Thrun Silvio Savarese 11 30 0 29 Jul 2015
Understanding Intra-Class Knowledge Inside CNN D. Wei Bolei Zhou Antonio Torrabla William Freeman FAtt SSL 14 88 0 09 Jul 2015
AttentionNet: Aggregating Weak Directions for Accurate Object Detection Donggeun Yoo Sunggyun Park Joon-Young Lee Anthony S. Paek In So Kweon 29 160 0 25 Jun 2015
Mining Mid-level Visual Patterns with Deep CNN Activations Yao Li Lingqiao Liu Chunhua Shen Anton Van Den Hengel 23 54 0 21 Jun 2015
Inverting Visual Representations with Convolutional Networks Alexey Dosovitskiy Thomas Brox SSL FAtt 39 661 0 09 Jun 2015
Understanding deep features with computer-generated imagery Mathieu Aubry Bryan C. Russell 24 148 0 03 Jun 2015
Unsupervised Visual Representation Learning by Context Prediction Carl Doersch Abhinav Gupta Alexei A. Efros DRL SSL 22 2,771 0 19 May 2015
Learning to See by Moving Pulkit Agrawal João Carreira Jitendra Malik SSL 34 552 0 07 May 2015
Webly Supervised Learning of Convolutional Networks Xinlei Chen Abhinav Gupta SSL 44 370 0 07 May 2015
A Deeper Look at Dataset Bias Tatiana Tommasi Novi Patricia Barbara Caputo Tinne Tuytelaars 23 328 0 06 May 2015
Mid-level Elements for Object Detection Aayush Bansal Abhinav Shrivastava Carl Doersch Abhinav Gupta ObjD 14 12 0 27 Apr 2015
Object Detection Networks on Convolutional Feature Maps Shaoqing Ren Kaiming He Ross B. Girshick Xinming Zhang Jian Sun ObjD 27 407 0 23 Apr 2015
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation Jifeng Dai Kaiming He Jian Sun 21 1,038 0 05 Mar 2015
Freehand Sketch Recognition Using Deep Features Ravi Kiran Sarvadevabhatla R. Venkatesh Babu 26 36 0 01 Feb 2015
Taking a Deeper Look at Pedestrians J. Hosang Mohamed Omran Rodrigo Benenson Bernt Schiele 28 350 0 23 Jan 2015
DeepHash: Getting Regularization, Depth and Fine-Tuning Right Jie Lin Olivier Morère V. Chandrasekhar A. Veillard Hanlin Goh 16 34 0 20 Jan 2015
Deep Convolutional Neural Networks for Action Recognition Using Depth Map Sequences Pichao Wang W. Li Zhimin Gao Jing Zhang Chang-Fu Tang P. Ogunbona 25 46 0 20 Jan 2015
Object Detectors Emerge in Deep Scene CNNs Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba ObjD 21 1,278 0 22 Dec 2014
Deeply learned face representations are sparse, selective, and robust Yi Sun Xiaogang Wang Xiaoou Tang CVBM 250 921 0 03 Dec 2014