Deep Learning Publication Navigator - subtopic: semantic


Year TitleAuthor
2017   A Review of Neural Network based Semantic Segmentation for Scene Understanding in Context of the self driving Car  J Niemeijer, P Pekezou Fouopi, S Knake
2017   Semi-supervised Semantic Segmentation using Generative Adversarial Networks  THP Jensen
2017   Deep Semantic Hashing with Generative Adversarial Networks  Z Qiu, Y Pan, T Yao, T Mei
2017   Attentive Semantic Video Generation using Captions  T Marwah, G Mittal, VN Balasubramanian
2017   CSF: Crowdsourcing Semantic Fusion for Heterogeneous Media Big Data in the Internet of Things  K Guo, Y Tang, P Zhang
2017   Robot Semantic Localization Through CNN Descriptors  E Cruz, JC Rangel, M Cazorla 
2017   3D Semantic Maps for Scene Segmentation  C Romero
2017   Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network  S Kwak, S Hong, B Han
2017   A New Convolutional Network-in-Network Structure and Its Applications in Skin Detection, Semantic Segmentation, and Artifact Reduction  Y Kim, I Hwang, NI Cho
2017   Multi-View Deep Learning for Consistent Semantic Mapping with RGB-D Cameras  L Ma, J Stückler, C Kerl, D Cremers
2017   Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network  N Souly, C Spampinato, M Shah
2017   Semi Supervised Semantic Segmentation Using Generative Adversarial Network  N Souly, C Spampinato, M Shah
2017   A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds  M Yousefhussien, DJ Kelbe, EJ Ientilucci, C Salvaggio
2017   Cascaded Feature Network for Semantic Segmentation of RGB-D Images  D Lin, G Chen, D Cohen
2017   Deep Multi-label Hashing for Large-Scale Visual Search Based on Semantic Graph  C Zhong, Y Yu, S Tang, S Satoh, K Xing
2017   Semantic Augmented Reality Environment with Material-Aware Physical Interactions  L Chen, K Francis, W Tang
2017   Deep learning for semantic segmentation in multimodal medical images  I LITIS
2017   Kernel Based Semantic Hashing for Gait Retrieval  Y Zhou, Y Huang, Q Hu, L Wang 
2017   Lesion Detection In Ct Images Using Deep Learning Semantic Segmentation Technique  A Kalinovskya, V Liauchuka, A Tarasaub
2017   Human parsing, namely partitioning the human body into semantic regions, has drawn much attention recently for its wide applications in human-centric analysis. …  AC Jalba, A Sobiecki, AC Telea
2017   Joint Semantic and Motion Segmentation for dynamic scenes using Deep Convolutional Networks  N Haque, ND Reddy, KM Krishna
2017   6-DoF Object Pose from Semantic Keypoints  G Pavlakos, X Zhou, A Chan, KG Derpanis, K Daniilidis
2017   Deep residual coalesced convolutional network for efficient semantic road segmentation  I Ardiyanto, TB Adji
2017   Context-Aware Semantic Inpainting  H Li, G Li, L Lin, Y Yu 
2017   Character-Based Text Classification using Top Down Semantic Model for Sentence Representation  Z Wu, X Zheng, D Dahlmeier
2017   Real-time hierarchical fusion system for semantic segmentation in offroad scenes  K Dang, M Hoy, J Dauwels, J Yuan
2017   Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation: Understanding Semantic Layout of Images with Minimum Human …  S Hong, S Kwak, B Han 
2017   Generative Adversarial Learning for Reducing Manual Annotation in Semantic Segmentation on Large Scale Miscroscopy Images: Automated Vessel Segmentation in …  A Lahiri, K Ayush, PK Biswas, P Mitra
2017   Medical image semantic segmentation based on deep learning  F Jiang, A Grigorev, S Rho, Z Tian, YS Fu, W Jifara
2017   FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence  S Kim, D Min, B Ham, S Jeon, S Lin, K Sohn
2017   Semantic enhanced deep learning for image classification  S Li, M Li, C Jiang 
2017   MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features  LC Chen, A Hermans, G Papandreou, F Schroff 
2017   A top-down manner-based DCNN architecture for semantic image segmentation  K Qiao, J Chen, L Wang, L Zeng, B Yan
2017   Weakly-Labelled Semantic Segmentation of Fish Objects in Underwater Videos Using a Deep Residual Network  AB Labao, PC Naval
2017   Predicting Deeper into the Future of Semantic Segmentation  N Neverova, P Luc, C Couprie, J Verbeek, Y Lecun
2017   Deep context modeling for semantic segmentation  K Nguyen, C Fookes, S Sridharan
2017   Towards Automatic Semantic Segmentation in Volumetric Ultrasound  X Yang, L Yu, S Li, X Wang, N Wang, J Qin, D Ni
2017   Gaussian Filter in CRF Based Semantic Segmentation  Y Gu, Q Wu, J Li, K Cheng
2017   Sketch-based Image Retrieval with Deep Visual Semantic Descriptor  F Huang, C Jin, Y Zhang, K Weng, T Zhang, W Fan 
2017   Data equilibrium based automatic image annotation by fusing deep model and semantic propagation  X Ke, M Zhou, Y Niu, W Guo
2017   Speedup of Deep Learning Ensembles for Semantic Segmentation Using a Model Compression Technique  A Holliday, M Barekatain, J Laurmaa, C Kandaswamy
2017   Weakly Supervised Semantic Segmentation Based on Co-segmentation  T Shen, G Lin, L Liu, C Shen, I Reid
2017   Conditional Adversarial Network for Semantic Segmentation of Brain Tumor  M Rezaei, K Harmuth, W Gierke, T Kellermeier
2017   Survey on Semantic Indexing of High dimensional Data with Deep Learning Techniques  LH Medida, K Ramani
2017   Real-time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs  A Milioto, P Lottes, C Stachniss
2017   Expression recognition using semantic information and local texture features  C Wu, C Huang, H Chen
2017   Multi Semantic Feature Fusion Framework for Video Segmentation and  R Liang, Q Zhu
2017   On semantic image segmentation using deep convolutional neural network with shortcuts and easy class extension  C Wang, L Mauch, Z Guo, B Yang
2017   Learning to Align Semantic Segmentation and 2.5 D Maps for Geolocalization  A Armagan, M Hirzer, PM Roth, V Lepetit
2017   Semantic Web-Mining and Deep Vision for Lifelong Object Discovery  J Young, V Basile, E Cabrio, N Hawes, B Caputo
2017   Residual Conv-Deconv Grid Network for Semantic Segmentation  D Fourure, R Emonet, E Fromont, D Muselet
2017   A Semantic Loss Function for Deep Learning with Symbolic Knowledge  J Xu, Z Zhang, T Friedman, Y Liang, GV Broeck 
2017   Deep Context Convolutional Neural Networks for Semantic Segmentation  W Yang, Q Zhou, Y Fan, G Gao, S Wu, W Ou, H Lu 
2017   Variational Deep Semantic Hashing for Text Documents  S Chaidaroon, Y Fang
2017   Fully Convolutional Neural Networks with Full-scale-features for Semantic Segmentation  T Pan, B Wang, G Ding, JH Yong
2017   Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation  C Castillo, S De, X Han, B Singh, AK Yadav
2017   Unsupervised Domain Adaptation for Semantic Segmentation with GANs  S Sankaranarayanan, Y Balaji, A Jain, SN Lim 
2017   Large-scale Semantic Web Image Retrieval Using Bimodal Deep Learning Techniques  C Huang, H Xu, L Xie, J Zhu, C Xu, Y Tang 
2017   Universal Adversarial Perturbations Against Semantic Image Segmentation  JH Metzen, MC Kumar, T Brox, V Fischer
2017   Deep Learning of Binary and Gradient Judgements for Semantic Paraphrase  Y Bizzoni, S Lappin 
2017   Fast Residual Forests: Rapid Ensemble Learning for Semantic Segmentation  Y Zuo, T Drummond 
2017   Error Correction for Dense Semantic Image Labeling  YH Huang, X Jia, S Georgoulis, T Tuytelaars 
2017   Customized Semantic Segmentation by using Virtual World Data  JS Kang, DK Kim, EJ Rhee 
2017   Taskoriented grasping with semantic and geometric scene understanding  R Detry, J Papon, L Matthies 
2017   Efficient and robust deep networks for semantic segmentation  GL Oliveira, C Bollen, W Burgard, T Brox
2017   Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network  X Yang, E Yumer, P Asente, M Kraley, D Kifer, CL Giles
2017   Semantic Video Segmentation by Gated Recurrent Flow Propagation  D Nilsson, C Sminchisescu
2017   Initializing Convolutional Filters with Semantic Features for Text Classification  S Li, Z Zhao, T Liu, R Hu, X Du
2017   Video2Vec: Learning Semantic Spatio-Temporal Embedding for Video Representations  SH Hu
2017   Semantic video search by automatic video annotation using TensorFlow  K Ashangani, KU Wickramasinghe, DWN De Silva
2017   A Deep Learning Approach for Scientific Paper Semantic Ranking  F Gargiulo, S Silvestri, M Fontanella, M Ciampi
2017   Investigating the feature collection for semantic segmentation via single skip connection  J Yim, KA Sohn 
2017   Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation  FS Saleh, MS Aliakbarian, M Salzmann, L Petersson
2017   Translation-aware Semantic Segmentation via Conditional Least Square Generative Adversarial Networks  M Zhanga, X Hua, L Zhaoa, S Pangb, J Gonga, M Luoa
2017   Automatic Discoveries of Physical and Semantic Concepts via Association Priors of Neuron Groups  S Li, K Jia, X Wang
2017   Towards an accurate social media disaster event detection system based on deep learning and semantic representation  Z Lin, H Jin, B Robinson, X Lin
2017   Transformable semantic map based navigation using autonomous deep learning object segmentation  Y Furuta, K Wada, M Murooka, S Nozawa, Y Kakiuchi
2017   End-to-End Training of Hybrid CNN-CRF Models for Semantic Segmentation using Structured Learning  A Colovic, P Knöbelreiter, A Shekhovtsov, T Pock
2017   Deep Semantic Classification for 3D LiDAR Data  A Dewan, GL Oliveira, W Burgard
2017   Adversarial Examples for Semantic Image Segmentation  V Fischer, MC Kumar, JH Metzen, T Brox
2017   Deep learning for semantic segmentation of remote sensing images with rich spectral content  A Hamida, A Benoît, P Lambert, L Klein, C Amar 
2017   3D Semantic Segmentation with Submanifold Sparse Convolutional Networks  B Graham, M Engelcke, L van der Maaten 
2017   Semantic Labelling Of Road Furniture In Mobile Laser Scanning Data.  F Li, SO Elberink, G Vosselman
2017   Semantic Image Synthesis via Adversarial Learning  H Dong, S Yu, C Wu, Y Guo
2017   3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds  F Liu, S Li, L Zhang, C Zhou, R Ye, Y Wang, J Lu
2017   Improved semantic segmentation for robotic applications with hierarchical conditional random fields  BJ Meyer, T Drummond
2017   Max-margin learning of deep structured models for semantic segmentation  M Larsson, J Alvén, F Kahl
2017   Generative Semantic Manipulation with Contrasting GAN  X Liang, H Zhang, EP Xing
2017   Semantic Multisensory Embeddings For Video Search By Text  A Habibian, TEJ Mensink, CGM Snoek
2017   CSMCCVA: Framework of cross-modal semantic mapping based on cognitive computing of visual and auditory sensations  刘扬
2017   A Review on Deep Learning Techniques Applied to Semantic Segmentation  A Garcia
2017   Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database  M Zhang, Y Yang, H Zhang, Y Ji, N Xie, HT Shen
2017   Neural Semantic Personalized Ranking for item cold-start recommendation  T Ebesu, Y Fang
2017   Label Refinement Network for Coarse-to-Fine Semantic Segmentation  MA Islam, S Naha, M Rochan, N Bruce, Y Wang
2017   Learning Deep Spatio-Temporal Dependency for Semantic Video Segmentation  Z Qiu, T Yao, T Mei 
2017   FusionNet: Edge Aware Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images  D Cheng, G Meng, S Xiang, C Pan
2017   LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network  D Ramachandram, T DeVries
2017   Large Kernel Matters--Improve Semantic Segmentation by Global Convolutional Network  C Peng, X Zhang, G Yu, G Luo, J Sun
2017   Linking signal and semantic representations of musical content for music information retrieval  M Buccoli
2017   Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation  T Shen, G Lin, C Shen, I Reid
2017   A new semantic attribute deep learning with a linguistic attribute hierarchy for spam detection  H He, T Watson, C Maple, J Mehnen, T Ashutosh
2017   Semantic segmentation for 3D localization in urban environments  A Armagan, M Hirzer, V Lepetit
2017   Training convolutional neural networks for semantic classification of remote sensing imagery  M Castelluccio, G Poggi, C Sansone, L Verdoliva
2017   SCNet: Learning Semantic Correspondence  K Han, RS Rezende, B Ham, KYK Wong, M Cho
2017   Exemplar-Based Image and Video Stylization Using Fully Convolutional Semantic Features  F Zhu, Z Yan, J Bu, Y Yu
2017   Learning a deeply supervised multi-modal RGB-D embedding for semantic scene and object category recognition  HFM Zaki, F Shafait, A Mian
2017   Semantic Interpolation in Implicit Models  Y Kilcher, A Lucchi, T Hofmann 
2017   [POSTER] Semantic Augmented Reality Environment with Material-Aware Physical Interactions  L Chen, K Francis, W Tang 
2017   Music emotion analysis using semantic embedding recurrent neural networks  J Jakubik, H Kwaśnicka
2017   Deep convolutional encoder-decoder network with model uncertainty for semantic segmentation  S Isobe, S Arai
2017   Learning Deep Semantic Embeddings for Cross-Modal Retrieval  C Kang, S Liao, Z Li, Z Cao, G Xiong 
2017   Semantic Scene Mapping with Spatio-temporal Deep Neural Network for Robotic Applications  R Li, D Gu, Q Liu, Z Long, H Hu 
2017   ST-GAN: Unsupervised Facial Image Semantic Transformation Using Generative Adversarial Networks  J Zhang, F Zhong, G Cao, X Qin 
2017   Semantic segmentation of color eye images for improving iris segmentation  D Osorio
2017   Maritime Semantic Labeling of Optical Remote Sensing Images with Multi-Scale Fully Convolutional Network  H Lin, Z Shi, Z Zou
2017   Automatic Semantic Style Transfer using Deep Convolutional Neural Networks and Soft Masks  H Zhao, PL Rosin, YK Lai
2017   Learning based semantic segmentation for robot navigation in outdoor environment  J Lin, WJ Wang, SK Huang, HC Chen
2017   Subset selection for visualization of relevant image fractions for deep learning based semantic image segmentation  L Mauch, C Wang, B Yang
2016   Built-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation  F Saleh, MSA Akbarian, M Salzmann, L Petersson
2016   Scale-Invariant Feature Learning using Deconvolutional Neural Networks for Weakly-Supervised Semantic Segmentation  HE Kim, S Hwang
2016   Semantic Image Segmentation via Fully Convolutional Networks  M Falkenhainer
2016   Integrating Deep Learning with Correlation-based Multimedia Semantic Concept Detection  HY Ha
2016   A Deep Semantic Mobile Application for Thyroid Cytopathology  E Kim, M Cortre
2016   Learning contextual information for indoor semantic segmentation  J Wang, C Zheng, W Chen, X Wu
2016   Exploiting deep convolutional network and patch-level CRFs for indoor semantic segmentation  X Wu, M Du, W Chen, Z Li
2016   Semantic computation in geography question answering  S Zhao, Y Zheng, C Zhu, T Zhao, S Li
2016   An Empirical Convolutional Neural Network approach for Semantic Relation Classification  P Qin, W Xu, J Guo
2016   Learning Dense Convolutional Embeddings For Semantic Segmentation  AW Harley, KG Derpanis, I Kokkinos
2016   Semantic tracking: Single-target tracking with inter-supervised convolutional networks  J Xiao, Q Lan, L Qiao, A Leonardis
2016   Do semantic parts emerge in Convolutional Neural Networks?  A Gonzalez
2016   Joint Optical Flow and Temporally Consistent Semantic Segmentation  J Hur, S Roth
2016   Semantic Segmentation Of Railway Track Images With Deep Convolutional Neural Networks  X Gibert, VM Patel, R Chellappa
2016   Enhancing Semantic Segmentation for Robotics: The Power of 3D Entangled Forests  D Wolf, J Prankl, M Vincze
2016   Meaningful Maps $-$ Object-Oriented Semantic Mapping  N Sünderhauf, TT Pham, Y Latif, M Milford, I Reid
2016   Social Media Use for Open Innovation Initiatives: Proposing the Semantic Learning-Based Innovation Framework (SLBIF)  K Mirkovski, F von Briel, PB Lowry
2016   Learning Semantic Segmentation with Weakly-Annotated Videos  P Tokmakov, K Alahari, C Schmid
2016   Single Image Action Recognition using Semantic Body Part Actions  Z Zhao, H Ma, S You
2016   DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs  LC Chen, G Papandreou, I Kokkinos, K Murphy
2016   Guest editorial: Bridging the semantic gap in multimedia understanding  Y Yan, J Lu
2016   Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network  S Hong, J Oh, B Han, H Lee
2016   Weakly-Supervised Semantic Segmentation using Motion Cues  P Tokmakov, K Alahari, C Schmid
2016   Deep Learning Markov Random Field for Semantic Segmentation  Z Liu, X Li, P Luo, CC Loy, X Tang
2016   Find your Way by Observing the Sun and Other Semantic Cues  WC Ma, S Wang, MA Brubaker, S Fidler, R Urtasun
2016   a Convolutional Network for Semantic Facade Segmentation and Interpretation  M Schmitz, H Mayer
2016   CogALex-V Shared Task: GHHH-Detecting Semantic Relations via Word Embeddings  M Attia, S Maharjan, Y Samih, L Kallmeyer, T Solorio
2016   Exploring Context with Deep Structured models for Semantic Segmentation  G Lin, C Shen, A Hengel, I Reid
2016   Automatically Learning Semantic Features for Defect Prediction  S Wang, T Liu, L Tan
2016   Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks  M Francis
2016   Learning a Semantic Space of Web Search via Session Data  L Bing, ZY Niu, W Lam, H Wang
2016   Simple Does It: Weakly Supervised Instance and Semantic Segmentation  A Khoreva, R Benenson, J Hosang, M Hein, B Schiele
2016   On-Line Large Scale Semantic Fusion  T Cavallari, L Di Stefano
2016   Improving Constrained Bundle Adjustment Through Semantic Scene Labeling  A Salehi, V Gay
2016   Semantic Expansion of Auto-Generated Scene Descriptions to Solve Robotic Tasks  MA Gutiérrez, RE Banchs
2016   Graphlets: Capturing Semantic Relationships Between Objects in Images  R Krishna, B Ni, T Migimatsu
2016   Exploiting Semantic Information and Deep Matching for Optical Flow  M Bai, W Luo, K Kundu, R Urtasun
2016   LSI: Latent Semantic Inference for Natural Image Segmentation  L Dong, N Feng, Q Zhang
2016   A Semantic RBM-based Model for Image Set Classification  S Elaiwat, M Bennamoun, F Boussaid
2016   Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features  L Baraldi, C Grana, R Cucchiara
2016   RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling  Y He, WC Chiu, M Keuper, M Fritz
2016   The Cityscapes Dataset for Semantic Urban Scene Understanding  M Cordts, M Omran, S Ramos, T Rehfeld, M Enzweiler
2016   Deep Semantic Matching for Optical Flow  M Bai, W Luo, K Kundu, R Urtasun
2016   Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs  S Chandra, I Kokkinos
2016   Semantic Segmentation via Multi-task, Multi-domain Learning  A Trémeau, C Wolf
2016   Semantic Noise Modeling for Better Representation Learning  HE Kim, S Hwang, K Cho
2016   High-Resolution Semantic Labeling with Convolutional Neural Networks  E Maggiori, Y Tarabalka, G Charpiat, P Alliez
2016   MayoNLP at SemEval-2016 Task 1: Semantic textual similarity based on lexical semantic net and deep learning semantic model  N Afzal, Y Wang, H Liu
2016   NUIG-UNLP at SemEval-2016 Task 1: Soft Alignment and Deep Learning for Semantic Textual Similarity  JP McCrae, K Asooja, N Aggarwal, P Buitelaar
2016   Fbk-hlt-nlp at semeval-2016 task 2: A multitask, deep learning approach for interpretable semantic textual similarity  S Magnolini, A Feltracco, B Magnini
2016   Semantic Labeling of Music  P Knees, M Schedl
2016   Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes  T Pohlen, A Hermans, M Mathias, B Leibe
2016   Did Evolution get it right? An evaluation of Near-Infrared imaging in semantic scene segmentation using deep learning  JR Siddiqui
2016   Scene classification based on semantic labeling  JC Rangel, M Cazorla, I García
2016   Machine Learning for Semantic Parsing in Review  A Aghaebrahimian, J Filip
2016   Training Bit Fully Convolutional Network for Fast Semantic Segmentation  H Wen, S Zhou, Z Liang, Y Zhang, D Feng, X Zhou
2016   Extracting Discriminative Keyphrases with Learned Semantic Hierarchies  Y Wang, SD Mining, Y Jin, UN Brunswick, X Zhu
2016   Semantic annotation for complex video street views based on 2D-3D multi-feature fusion and aggregated boosting decision forests  X Wang, G Yan, H Wang, J Fu, J Hua, J Wang, Y Yang
2016   Personalized Semantic Word Vectors  J Ebrahimi, D Dou
2016   Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation  M Javanmardi, M Sajjadi, T Liu, T Tasdizen
2016   MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving  M Teichmann, M Weber, M Zoellner, R Cipolla
2016   Deep Semantic Mapping for Cross-Modal Retrieval  C Wang, H Yang, C Meinel
2016   Hierarchically Supervised Deconvolutional Network for Semantic Video Segmentation  Y Wang, J Liu, Y Li, J Fu, M Xu, H Lu
2016   Semantic Relatedness in Convolutional Neural Networks  P Missault
2016   Fully Convolutional Networks for Dense Semantic Labelling of High-Resolution Aerial Imagery  J Sherrah
2016   Can Ground Truth Label Propagation from Video help Semantic Segmentation?  S Karthik Mustikovela, MY Yang, C Rother
2016   Objectness-aware Semantic Segmentation  Y Wang, J Liu, Y Li, J Yan, H Lu
2016   Multimodal Learning via Exploring Deep Semantic Similarity  D Hu, X Lu, X Li
2016   Multi-Domain Joint Semantic Frame Parsing using Bi-directional RNN-LSTM  D Hakkani
2016   AL‐DDCNN: a distributed crossing semantic gap learning for person re‐identification  K Cheng, Y Zhan, M Qi
2016   High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks  Z Wu, C Shen, A Hengel
2016   Pixel-level Encoding and Depth Layering for Instance-level Semantic Labeling  J Uhrig, M Cordts, U Franke, T Brox
2016   Clockwork Convnets for Video Semantic Segmentation  E Shelhamer, K Rakelly, J Hoffman, T Darrell
2016   Mapping Auto-context Decision Forests to Deep ConvNets for Semantic Segmentation  DL Richmond, D Kainmueller, MY Yang, EW Myers
2016   Towards Robust Semantic Segmentation using Deep Fusion}  A Valada, G Oliveira, T Brox, W Burgard
2016   Semantic Segmentation of Satellite Images using Deep Learning  S Muruganandham
2016   Re-identification and semantic retrieval of pedestrians in video surveillance scenarios  F Pala
2016   Scene semantic classification based on random-scale stretched convolutional neural network for high-spatial resolution remote sensing imagery  Y Liu, Y Zhong, F Fei, L Zhang
2016   Combining Semantic and Geometric Features for Object Class Segmentation of Indoor Scenes  F Husain, H Schulz, B Dellen, C Torras, S Behnke
2016   Diverse Sampling for Self-Supervised Learning of Semantic Segmentation  M Mostajabi, N Kolkin, G Shakhnarovich
2016   Lexicon based semantic detection of sentiments using expected likelihood estimate smoothed odds ratio  FH Khan, U Qamar, S Bashir
2016   Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks  A Mousavian, H Pirsiavash, J Kosecka
2016   Gaussian Conditional Random Field Network for Semantic Segmentation  R Vemulapalli, O Tuzel, MY Liu, R Chellappa
2016   Fast Semantic Image Segmentation with High Order Context and Guided Filtering  F Shen, G Zeng
2016   CNN based texture synthesize with Semantic segment  X Liang, B Zhuo, P Li, L He
2016   Bridging Computational Features Toward Multiple Semantic Features with Multi-task Regression: A Study of CT Pulmonary Nodules  S Chen, D Ni, J Qin, B Lei, T Wang, JZ Cheng
2016   A Deep Learning Approach for Semantic Segmentation in Histology Tissue Images  J Wang, JD MacKenzie, R Ramachandran, DZ Chen
2016   A CNN Cascade for Landmark Guided Semantic Part Segmentation}  A Jackson, M Valstar, G Tzimiropoulos
2016   Pixel-level encoding and depth layering for instance-level semantic segmentation  J Uhrig, M Cordts, U Franke, T Brox
2016   Semantic Feature Mining for Video Event Understanding  X Yang, T Zhang, C Xu
2016   Generating Natural Language Descriptions for Semantic Representations of Human Brain Activity  E Matsuo, I Kobayashi, S Nishimoto, S Nishida, H Asoh
2016   Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks  J Wang, Z Wang, D Tao, S See, G Wang
2016   Semantic indexing with deep learning: a case study  Y Yan, XC Yin, BW Zhang, C Yang, HW Hao
2016   Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks  M Volpi, D Tuia
2016   Exploring Deep Space: Learning Personalized Ranking in a Semantic Space  JBP Vuurens, M Larson, AP de Vries
2016   Bridging the Semantic Gaps of GPU Acceleration for Scale-out CNN-based Big Data Processing: Think Big, See Small  M Song, Y Hu, Y Xu, C Li, H Chen, J Yuan, T Li
2016   STFCN: Spatio-Temporal FCN for Semantic Video Segmentation  M Fayyaz, MH Saffar, M Sabokrou, M Fathy, R Klette
2016   Image semantic segmentation based on FCN-CRF model  H Zhou, J Zhang, J Lei, S Li, D Tu
2016   Image Captioning with Semantic Attention  Q You, H Jin, Z Wang, C Fang, J Luo
2016   Unsupervised Conceptualization and Semantic Text Indexing for Information Extraction  E Ruppert
2016   Global Deconvolutional Networks for Semantic Segmentation  V Nekrasov, J Ju, J Choi
2016   A deep semantic framework for multimodal representation learning  C Wang, H Yang, C Meinel
2016   Video Captioning with Transferred Semantic Attributes  Y Pan, T Yao, H Li, T Mei
2016   Fully Convolutional Instance-aware Semantic Segmentation  Y Li, H Qi, J Dai, X Ji, Y Wei
2016   Task-Based Semantic Evaluation of Parse Tree Discontinuity  S de Gooijer, WH Zuidema
2015   Semantic Amodal Segmentation  Y Zhu, Y Tian, D Mexatas, P Dollár
2015   Weakly-and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation  G Papandreou, LC Chen, K Murphy, AL Yuille
2015   Semantic Image Search from Multiple Query Images  G Vaca
2015   Discovering Semantic Vocabularies for Cross-Media Retrieval  A Habibian, T Mensink, CGM Snoek
2015   Weakly-and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation  G Papandreou, LC Chen, K Murphy, AL Yuille
2015   On metric embedding for boosting semantic similarity computations  J Subercaze, C Gravier, F Laforest
2015   What's the point: Semantic segmentation with point supervision  O Russakovsky, AL Bearman, V Ferrari, FF Li
2015   Deep Semantic Encodings for Language Modeling  AO Bayer, G Riccardi
2015   Fast Semantic Segmentation of 3D Point Clouds using a Dense CRF with Learned Parameters  D Wolf, J Prankl, M Vincze
2015   Semantic Summarization of Egocentric Photo Stream Events  A Lidon, M Bolaños, M Dimiccoli, P Radeva
2015   Multi-Scale Convolutional Architecture for Semantic Segmentation  A Raj, D Maturana, S Scherer
2015   Semantic Analysis in Human Action Recognition: A Comprehensive Study  Z Zhang, S Liu, S Liu, L Han, Y Shao
2015   Semantic Parsing for Text Analytics  M Kuhlmann
2015   Research Article Encoding Sequential Information in Semantic Space Models: Comparing Holographic Reduced Representation and Random Permutation  G Recchia, M Sahlgren, P Kanerva, MN Jones
2015   Semantic Part Segmentation with Deep Learning  S Tsogkas, I Kokkinos, G Papandreou, A Vedaldi
2015   Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images  SH Khan, M Bennamoun, F Sohel, R Togneri
2015   Semantic Image Segmentation with Contextual Hierarchical Models  M Seyedhosseini, T Tasdizen
2015   Domain Adaptation for Syntactic and Semantic Dependency Parsing Using Deep Belief Networks  H Yang, T Zhuang, C Zong
2015   Semantic Image Segmentation With Deep Con-Volutional Nets And Fully Connected Crfs  LC Chen, G Papandreou, I Kokkinos, K Murphy
2015   Object detection via a multi-region & semantic segmentation-aware CNN model  S Gidaris, N Komodakis
2015   Correlation-Based Deep Learning for Multimedia Semantic Concept Detection  HY Ha, Y Yang, S Pouyanfar, H Tian, SC Chen
2015   Semantic Segmentation With Object Clique Potential  X Qi, J Shi, S Liu, R Liao, J Jia
2015   Second-Order Constrained Parametric Proposals and Sequential Search-Based Structured Prediction for Semantic Segmentation in RGB-D Images  D Banica, C Sminchisescu
2015   Joint Semantic Relevance Learning with Text Data and Graph Knowledge  D Zhang, B Yuan, D Wang, R Liu
2015   Learning semantic word embeddings based on ordinal knowledge constraints  Q Liu, H Jiang, S Wei, ZH Ling, Y Hu
2015   Multiple level visual semantic fusion method for image re-ranking  S Qi, F Wang, X Wang, Y Guan, J Wei, J Guan
2015   Deep Hierarchical Parsing for Semantic Segmentation  A Sharma, O Tuzel, DW Jacobs
2015   Semantic Role Labeling Using Recursive Neural Network  T Li, B Chang
2015   Semantic Segmentation of Images Exploiting DCT Based Features and Random Forest  D Ravìa, M Bober, GM Farinella, M Guarnera
2015   SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling  V Badrinarayanan, A Handa, R Cipolla
2015   Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers  M Weinmann, B Jutzi, S Hinz, C Mallet
2015   Learning Semantic Hierarchies: A Continuous Vector Space Approach  R Fu, J Guo, B Qin, W Che, H Wang, T Liu
2015   Semantic Image Segmentation via Deep Parsing Network  Z Liu, X Li, P Luo, CC Loy, X Tang
2015   Semantic Video Segmentation: Exploring Inference Efficiency  S Tripathi, S Belongie, Y Hwang, T Nguyen
2015   Deep Structured Semantic Model Produced Using Click-Through Data  P Huang, X He, J Gao, L Deng, A Acero, LP Heck
2015   Learning Document Semantic Representation with Hybrid Deep Belief Network  Y Yan, XC Yin, S Li, M Yang, HW Hao
2015   Relating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation  DL Richmond, D Kainmueller, MY Yang, EW Myers
2015   Semantic Technology: Intelligent Solutions for Big Data Challenges  NLP Deep
2015   Hybrid Graphical Model for Semantic Image Segmentation  LL Wang, NHC Yung
2015   Effective Semantic Pixel labelling with Convolutional Networks and Conditional Random Fields  S Paisitkriangkrai, J Sherrah, P Janney
2015   Domain-Specific Semantic Relatedness from Wikipedia Structure: A Case Study in Biomedical Text  A Sajadi, EE Milios, V Kešelj, JCM Janssen
2015   DAG of convolutional networks for semantic labeling  A Boulch
2015   Visual Coding in a Semantic Hierarchy  Y Yang, H Zhang, M Zhang, F Shen, X Li
2015   Semi-and Weakly-Supervised Semantic Segmentation with Deep Convolutional Neural Networks  Y Wang, J Liu, Y Li, H Lu
2015   Semantic Segmentation With Object Clique Potentials  XQJSS Liu, RLJ Jia
2015   Exploiting Object Semantic Cues for Multi-label Material Recognition  L Yang, X Xie
2015   Learning Deconvolution Network for Semantic Segmentation  H Noh, S Hong, B Han
2015   Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval  F Zhao, Y Huang, L Wang, T Tan
2015   Beyond Semantic Image Segmentation: Exploring Efficient Inference in Vide  S Tripathi, S Belongie, T Nguyen
2015   Understand Scene Categories by Objects: A Semantic Regularized Scene Classifier Using Convolutional Neural Networks  Y Liao, S Kodagoda, Y Wang, L Shi, Y Liu
2015   PASCAL Boundaries: A Class-Agnostic Semantic Boundary Dataset  V Premachandran, B Bonev, AL Yuille
2015   Massive-scale learning of image and video semantic concepts  JR Smith, L Cao, NCF Codella, ML Hill, M Merler
2015   Towards Machine Translation in Semantic Vector Space  J Zhang, S Liu, M Li, M Zhou, C Zong
2015   Optimizing the Relevance-Redundancy Tradeoff for Efficient Semantic Segmentation  C Hazırbas, J Diebold, D Cremers
2015   BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation  J Dai, K He, J Sun
2015   Open Domain Question Answering via Semantic Enrichment  H Sun, H Ma, W Yih, CT Tsai, J Liu, MW Chang
2015   Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation  H Zheng, Y Liu, M Ji, F Wu, L Fang
2015   LIG at TRECVid 2014: Semantic Indexing  B Safadi, N Derbas, A Hamadi, M Budnik, P Mulhem
2015   Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform  LC Chen, JT Barron, G Papandreou, K Murphy
2015   SynthCam3D: Semantic Understanding With Synthetic Indoor Scenes  A Handa, V Patraucean, V Badrinarayanan, S Stent
2015   Bridging the ultimate semantic gap: A semantic search engine for internet videos  L Jiang, SI Yu, D Meng, T Mitamura, AG Hauptmann
2015   Cannet: Context Aware Nonlocal Convolutional Networks For Semantic Image Segmentation  L Ran, Y Zhang
2015   A Generic CNN-CRF Model for Semantic Segmentation  A Kirillov, D Schlesinger, W Forkel, A Zelenin, S Zheng
2015   Semantic Volume Segmentation with Iterative Context Integration  S Sickert, E Rodner, J Denzler
2015   Measuring Semantic Relatedness using Mined Semantic Analysis  W Shalaby, W Zadrozny
2015   Accurate Object Detection and Semantic Segmentation using Gaussian Mixture Model and CNN  S Jain, S Dehriya, YK Jain
2015   Learning Semantic Representation with Neural Networks for Community Question Answering Retrieval  G Zhou, Y Zhou, T He, W Wu
2015   Deep Learning For Semantic Parsing Including Semantic Utterance Classification  YN Dauphin, DZ Hakkani
2015   Semantic Segmentation with Boundary Neural Fields  G Bertasius, J Shi, L Torresani
2015   Efficient piecewise training of deep structured models for semantic segmentation  G Lin, C Shen, I Reid
2015   Place Categorization and Semantic Mapping on a Mobile Robot  N Sünderhauf, F Dayoub, S McMahon, B Talbot
2015   Dependency-Based Semantic Role Labeling using Convolutional Neural Networks  WR Foland Jr, JH Martin
2015   Expanded Parts Model for Semantic Description of Humans in Still Images  G Sharma, F Jurie, C Schmid
2015   STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation  Y Wei, X Liang, Y Chen, X Shen, MM Cheng, Y Zhao
2015   Semantic presentation and fusion framework of unstructured data in smart cites  Y Tan, C Zhang, Y Mao, G Qian
2014   Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs  LC Chen, G Papandreou, I Kokkinos, K Murphy
2014   Fully Convolutional Networks for Semantic Segmentation  J Long, E Shelhamer, T Darrell
2014   Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture  D Eigen, R Fergus
2014   Semantic parsing for priming object detection in indoors RGB-D scenes  C Cadena, J Košecká
2014   Combining the Best of Graphical Models and ConvNets for Semantic Segmentation  M Cogswell, X Lin, S Purushwalkam, D Batra
2014   SRRank: Leveraging Semantic Roles for Extractive Multi-Document Summarization  S Yan, X Wan
2014   Pedestrian Detection aided by Deep Learning Semantic Tasks  Y Tian, P Luo, X Wang, X Tang
2014   Medical Semantic Similarity with a Neural Language Model  L De Vine, G Zuccon, B Koopman, L Sitbon, P Bruza
2014   Semantic Web Evaluation Challenge  V Presutti, M Stankovic, E Cambria, I Cantador
2014   High-Order Semi-RBMs and Deep Gated Neural Networks for Feature Interaction Identification and Non-Linear Semantic Indexing  R Min, B Bai
2014   Unsupervised Induction of Semantic Roles within a Reconstruction-Error Minimization Framework  I Titov, E Khoddam