Weighted Sigmoid Gate Unit for an Activation Function of Deep Neural Network Oct 3, 2018 Image Restoration Object
— Unverified Knowledge-guided Semantic Computing Network Sep 29, 2018 Adversarial Robustness Object Recognition
— Unverified Deep learning systems as complex networks Sep 28, 2018 Deep Learning Natural Language Understanding
— Unverified DEEP HIERARCHICAL MODEL FOR HIERARCHICAL SELECTIVE CLASSIFICATION AND ZERO SHOT LEARNING Sep 27, 2018 Classification Object Recognition
— Unverified Semantic Topic Analysis of Traffic Camera Images Sep 27, 2018 Data Compression Object Recognition
— Unverified Hypergraph Neural Networks Sep 25, 2018 Object Recognition Representation Learning
Code Code Available Semantic and structural image segmentation for prosthetic vision Sep 25, 2018 Image Segmentation Object
— Unverified Learning to Localize and Align Fine-Grained Actions to Sparse Instructions Sep 22, 2018 Object Object Recognition
— Unverified Periocular Recognition Using CNN Features Off-the-Shelf Sep 17, 2018 Object Recognition
— Unverified Transparency and Explanation in Deep Reinforcement Learning Neural Networks Sep 17, 2018 Atari Games Deep Reinforcement Learning
— Unverified Object-sensitive Deep Reinforcement Learning Sep 17, 2018 Atari Games Deep Reinforcement Learning
— Unverified A Fog Robotic System for Dynamic Visual Servoing Sep 16, 2018 Object Recognition
— Unverified Non-iterative recomputation of dense layers for performance improvement of DCNN Sep 14, 2018 Object Recognition
— Unverified Context-Dependent Diffusion Network for Visual Relationship Detection Sep 11, 2018 Diversity Object
— Unverified A Variational Feature Encoding Method of 3D Object for Probabilistic Semantic SLAM Aug 30, 2018 Bayesian Inference Object
— Unverified AAD: Adaptive Anomaly Detection through traffic surveillance videos Aug 29, 2018 Action Detection Activity Detection
— Unverified Generalisation in humans and deep neural networks Aug 27, 2018 Object Recognition
Code Code Available PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition Aug 23, 2018 3D Object Recognition 3D Shape Classification
Code Code Available VERAM: View-Enhanced Recurrent Attention Model for 3D Shape Classification Aug 20, 2018 3D Shape Classification Classification
— Unverified A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images Aug 11, 2018 Object Recognition
Code Code Available Parsing Geometry Using Structure-Aware Shape Templates Aug 3, 2018 Object Object Recognition
Code Code Available Saliency for Fine-grained Object Recognition in Domains with Scarce Training Data Aug 1, 2018 Object Recognition
— Unverified Energy-based Tuning of Convolutional Neural Networks on Multi-GPUs Aug 1, 2018 GPU Object Recognition
— Unverified Dynamic reshaping of functional brain networks during visual object recognition Jul 31, 2018 EEG Electroencephalogram (EEG)
— Unverified A recurrent multi-scale approach to RBG-D Object Recognition Jul 31, 2018 Object Object Recognition
— Unverified Active Object Perceiver: Recognition-guided Policy Learning for Object Searching on Mobile Robots Jul 30, 2018 Deep Reinforcement Learning Object
— Unverified Semantically Meaningful View Selection Jul 26, 2018 Clustering Object
Code Code Available Attention Mechanisms for Object Recognition with Event-Based Cameras Jul 25, 2018 Event-based vision Object Recognition
— Unverified Human peripheral blur is optimal for object recognition Jul 23, 2018 Object Object Recognition
— Unverified Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition Jul 10, 2018 Object Object Recognition
Code Code Available PCL: Proposal Cluster Learning for Weakly Supervised Object Detection Jul 9, 2018 image-classification Multiple Instance Learning
Code Code Available End-to-End Race Driving with Deep Reinforcement Learning Jul 6, 2018 Deep Reinforcement Learning Domain Adaptation
— Unverified Kitting in the Wild through Online Domain Adaptation Jul 3, 2018 Domain Adaptation Object Recognition
— Unverified `Lighter' Can Still Be Dark: Modeling Comparative Color Descriptions Jul 1, 2018 Object Recognition
— Unverified Estimating Bicycle Route Attractivity from Image Data Jun 27, 2018 Object Recognition Transfer Learning
— Unverified Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation Jun 26, 2018 Classification Diversity
— Unverified A temporal neural network model for object recognition using a biologically plausible decision making layer Jun 25, 2018 Decision Making Object Recognition
— Unverified Physics-based Scene-level Reasoning for Object Pose Estimation in Clutter Jun 25, 2018 object-detection Object Detection
— Unverified Task-Driven Convolutional Recurrent Models of the Visual System Jun 20, 2018 General Classification Object Recognition
Code Code Available Deep Global-Connected Net With The Generalized Multi-Piecewise ReLU Activation in Deep Learning Jun 19, 2018 General Classification Object Recognition
— Unverified The Toybox Dataset of Egocentric Visual Object Transformations Jun 15, 2018 Object Object Recognition
— Unverified NetScore: Towards Universal Metrics for Large-scale Performance Analysis of Deep Neural Networks for Practical On-Device Edge Usage Jun 14, 2018 image-classification Image Classification
— Unverified Convex Class Model on Symmetric Positive Definite Manifolds Jun 14, 2018 Classification General Classification
— Unverified Delta-encoder: an effective sample synthesis method for few-shot object recognition Jun 12, 2018 Few-Shot Image Classification Few-Shot Learning
Code Code Available Model-based active learning to detect isometric deformable objects in the wild with deep architectures Jun 7, 2018 Active Learning Object
— Unverified State Classification with CNN Jun 5, 2018 Classification General Classification
— Unverified Recurrent Convolutional Fusion for RGB-D Object Recognition Jun 5, 2018 Object Object Categorization
Code Code Available Duplex Generative Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Generative Adversarial Network
— Unverified OLÃ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning Jun 1, 2018 General Classification image-classification
Code Code Available Geometry Aware Constrained Optimization Techniques for Deep Learning Jun 1, 2018 Deep Learning Metric Learning
— Unverified 