Convolutional Models for Joint Object Categorization and Pose Estimation Nov 16, 2015 Object Object Categorization
— Unverified Multimodal Skip-gram Using Convolutional Pseudowords Nov 12, 2015 Object Recognition Retrieval
— Unverified Basic Level Categorization Facilitates Visual Object Recognition Nov 12, 2015 Object Object Categorization
— Unverified Hand-Object Interaction and Precise Localization in Transitive Action Recognition Nov 12, 2015 Action Recognition Action Recognition In Still Images
— Unverified Visual7W: Grounded Question Answering in Images Nov 11, 2015 Multiple-choice Multiple Choice Question Answering (MCQA)
— Unverified Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer Nov 10, 2015 Object Recognition Scene Understanding
— Unverified Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images Nov 7, 2015 3D Object Detection Object
— Unverified Pixel-wise Segmentation of Street with Neural Networks Nov 2, 2015 Object Recognition regression
— Unverified Fast Neuromimetic Object Recognition using FPGA Outperforms GPU Implementations Oct 31, 2015 GPU Object
— Unverified Regional Active Contours based on Variational level sets and Machine Learning for Image Segmentation Oct 31, 2015 BIG-bench Machine Learning Image Segmentation
— Unverified Generic decoding of seen and imagined objects using hierarchical visual features Oct 22, 2015 Decoder Information Retrieval
— Unverified PERCH: Perception via Search for Multi-Object Recognition and Localization Oct 19, 2015 Heuristic Search Object Recognition
— Unverified Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization Oct 15, 2015 Domain Adaptation Domain Generalization
— Unverified Better Exploiting OS-CNNs for Better Event Recognition in Images Oct 14, 2015 Object Object Recognition
— Unverified DeepLogo: Hitting Logo Recognition with the Deep Neural Network Hammer Oct 7, 2015 2D Object Detection Image Classification
— Unverified Online Vision- and Action-Based Object Classification Using Both Symbolic and Subsymbolic Knowledge Representations Oct 2, 2015 General Classification Object
— Unverified Compression of Deep Neural Networks on the Fly Sep 29, 2015 Object Recognition Quantization
— Unverified Deep Trans-layer Unsupervised Networks for Representation Learning Sep 27, 2015 Face Verification Object Recognition
— Unverified Segment-Phrase Table for Semantic Segmentation, Visual Entailment and Paraphrasing Sep 27, 2015 Natural Language Understanding Object Recognition
— Unverified Amodal Completion and Size Constancy in Natural Scenes Sep 27, 2015 Object object-detection
— Unverified Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection Sep 25, 2015 General Classification Object Recognition
— Unverified Analyzing structural characteristics of object category representations from their semantic-part distributions Sep 15, 2015 Object Object Recognition
— Unverified On Binary Classification with Single-Layer Convolutional Neural Networks Sep 13, 2015 Binary Classification Classification
— Unverified DeepSat - A Learning framework for Satellite Imagery Sep 11, 2015 Classification Denoising
Code Code Available Hierarchical Deep Learning Architecture For 10K Objects Classification Sep 7, 2015 Classification Deep Learning
— Unverified Unsupervised Cross-Domain Recognition by Identifying Compact Joint Subspaces Sep 5, 2015 Domain Adaptation Object Recognition
— Unverified Object Recognition from Short Videos for Robotic Perception Sep 4, 2015 Object Object Recognition
— Unverified Visual Classifier Prediction by Distributional Semantic Embedding of Text Descriptions Sep 1, 2015 Domain Adaptation Image Captioning
— Unverified Generating Image Descriptions with Gold Standard Visual Inputs: Motivation, Evaluation and Baselines Sep 1, 2015 Image Retrieval Object Recognition
— Unverified From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes Sep 1, 2015 Object Recognition Text Generation
— Unverified Domain Generalization for Object Recognition with Multi-task Autoencoders Aug 31, 2015 Denoising Domain Generalization
Code Code Available Partitioning Large Scale Deep Belief Networks Using Dropout Aug 28, 2015 BIG-bench Machine Learning GPU
— Unverified Deep Networks Can Resemble Human Feed-forward Vision in Invariant Object Recognition Aug 17, 2015 Object Recognition
— Unverified Sublinear Partition Estimation Aug 7, 2015 Language Modeling Language Modelling
Code Code Available Places205-VGGNet Models for Scene Recognition Aug 7, 2015 Computational Efficiency GPU
Code Code Available HFirst: A Temporal Approach to Object Recognition Aug 5, 2015 Object Object Recognition
— Unverified Deep supervised learning for hyperspectral data classification through convolutional neural networks Jul 26, 2015 Classification Few-Shot Image Classification
Code Code Available Thinning Algorithm Using Hypergraph Based Morphological Operators Jul 25, 2015 Object Recognition
— Unverified Multimodal Deep Learning for Robust RGB-D Object Recognition Jul 24, 2015 Data Augmentation Deep Learning
Code Code Available Fourier descriptors based on the structure of the human primary visual cortex with applications to object recognition Jul 23, 2015 Object Recognition Translation
— Unverified 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 