Multiscale Adaptive Representation of Signals: I. The Basic Framework Jul 17, 2015 Computational Efficiency Denoising
— Unverified Deep Learning and Music Adversaries Jul 16, 2015 Deep Learning Object Recognition
— Unverified Robot In a Room: Toward Perfect Object Recognition in Closed Environments Jul 9, 2015 Object Object Recognition
— Unverified Linking Entities Across Images and Text Jul 1, 2015 Entity Linking Image Retrieval
— Unverified Describing Images using Inferred Visual Dependency Representations Jul 1, 2015 Object Recognition Text Generation
— Unverified Occlusion Coherence: Detecting and Localizing Occluded Faces Jun 28, 2015 Face Detection Object Recognition
Code Code Available Natural Scene Recognition Based on Superpixels and Deep Boltzmann Machines Jun 24, 2015 Clustering Handwritten Digit Recognition
— Unverified A Novel Feature Extraction Method for Scene Recognition Based on Centered Convolutional Restricted Boltzmann Machines Jun 24, 2015 Object Recognition Scene Recognition
— Unverified A Discriminative Representation of Convolutional Features for Indoor Scene Recognition Jun 17, 2015 Object Object Recognition
— Unverified Multi-path Convolutional Neural Networks for Complex Image Classification Jun 15, 2015 Classification General Classification
Code Code Available SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet Jun 8, 2015 General Classification image-classification
— Unverified Monocular SLAM Supported Object Recognition Jun 4, 2015 Object Object Recognition
— Unverified Exploiting an Oracle that Reports AUC Scores in Machine Learning Contests Jun 3, 2015 BIG-bench Machine Learning Binary Classification
— Unverified Is Object Localization for Free? - Weakly-Supervised Learning With Convolutional Neural Networks Jun 1, 2015 General Classification Object
— Unverified Recurrent Convolutional Neural Network for Object Recognition Jun 1, 2015 Object Object Recognition
— Unverified Beyond Spatial Pooling: Fine-Grained Representation Learning in Multiple Domains Jun 1, 2015 Object Object Recognition
— Unverified DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection Jun 1, 2015 Contour Detection Image Segmentation
— Unverified Semi-Supervised Domain Adaptation With Subspace Learning for Visual Recognition Jun 1, 2015 Domain Adaptation Object Recognition
— Unverified A Novel Locally Linear KNN Model for Visual Recognition Jun 1, 2015 Action Recognition Density Estimation
— Unverified Regularizing Max-Margin Exemplars by Reconstruction and Generative Models Jun 1, 2015 Object Recognition
— Unverified Data-Driven 3D Voxel Patterns for Object Category Recognition Jun 1, 2015 Object Object Recognition
— Unverified On the Relationship Between Visual Attributes and Convolutional Networks Jun 1, 2015 Attribute Object Recognition
— Unverified Zero-Shot Object Recognition by Semantic Manifold Distance Jun 1, 2015 Attribute Object
— Unverified Automatically Discovering Local Visual Material Attributes Jun 1, 2015 Object Object Recognition
— Unverified Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition Jun 1, 2015 Object Object Recognition
— Unverified A Dynamic Programming Approach for Fast and Robust Object Pose Recognition From Range Images Jun 1, 2015 Object Recognition Pose Estimation
— Unverified Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification Jun 1, 2015 Fine-Grained Image Classification General Classification
— Unverified CURL: Co-trained Unsupervised Representation Learning for Image Classification May 29, 2015 Classification General Classification
— Unverified Texture Synthesis Using Convolutional Neural Networks May 27, 2015 Object Object Recognition
Code Code Available The Best of Both Worlds: Combining Data-independent and Data-driven Approaches for Action Recognition May 17, 2015 Action Recognition Multi-class Classification
— Unverified Robust Visual Knowledge Transfer via EDA May 17, 2015 Domain Adaptation Object Recognition
— Unverified Dense Semantic Correspondence where Every Pixel is a Classifier May 15, 2015 Object Recognition Semantic correspondence
— Unverified PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures with Edge-Preserving Coherence May 13, 2015 Image Segmentation Object Recognition
— Unverified Sparse 3D convolutional neural networks May 12, 2015 3D Object Recognition Object Recognition
Code Code Available Improving neural networks with bunches of neurons modeled by Kumaraswamy units: Preliminary study May 11, 2015 Object Recognition speech-recognition
— Unverified Learning to See by Moving May 7, 2015 Object Recognition Scene Recognition
— Unverified ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks May 3, 2015 Image Classification Object Recognition
Code Code Available Deep Learning and Continuous Representations for Natural Language Processing May 1, 2015 Deep Learning Information Retrieval
— Unverified Exploit Bounding Box Annotations for Multi-label Object Recognition Apr 22, 2015 Multi-Label Classification Object
— Unverified Bio-inspired Unsupervised Learning of Visual Features Leads to Robust Invariant Object Recognition Apr 15, 2015 Object Object Categorization
— Unverified Real-world Object Recognition with Off-the-shelf Deep Conv Nets: How Many Objects can iCub Learn? Apr 13, 2015 Image Retrieval Object Recognition
— Unverified Real-time Monocular Object SLAM Apr 9, 2015 Object Object Recognition
— Unverified Kernel Manifold Alignment Apr 9, 2015 Computational Efficiency Domain Adaptation
Code Code Available A Probabilistic Theory of Deep Learning Apr 2, 2015 Deep Learning Object
Code Code Available The Semantics of Image Annotation Apr 1, 2015 Image Retrieval Object Recognition
— Unverified Generalized K-fan Multimodal Deep Model with Shared Representations Mar 26, 2015 Information Retrieval Object Recognition
— Unverified Factorization of View-Object Manifolds for Joint Object Recognition and Pose Estimation Mar 23, 2015 Object Object Recognition
— Unverified Lifting Object Detection Datasets into 3D Mar 22, 2015 3D Reconstruction Object
— Unverified Do We Need More Training Data? Mar 5, 2015 Object Recognition
— Unverified Modelling Local Deep Convolutional Neural Network Features to Improve Fine-Grained Image Classification Feb 27, 2015 Fine-Grained Image Classification General Classification
— Unverified 