Causal importance of orientation selectivity for generalization in image recognition May 1, 2019 image-classification Image Classification
Code Code Available Contextual Recurrent Convolutional Model for Robust Visual Learning May 1, 2019 Fine-Grained Image Classification General Classification
— Unverified Learning what and where to attend with humans in the loop May 1, 2019 Diagnostic Image Categorization
— Unverified Learning to Find Common Objects Across Few Image Collections Apr 29, 2019 Few-Shot Learning Object
Code Code Available Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers Apr 25, 2019 3D Object Recognition General Classification
— Unverified Pointing Novel Objects in Image Captioning Apr 25, 2019 Decoder Image Captioning
— Unverified Improved visible to IR image transformation using synthetic data augmentation with cycle-consistent adversarial networks Apr 25, 2019 Data Augmentation Object Recognition
— Unverified GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond Apr 25, 2019 Instance Segmentation Object Detection
Code Code Available Context-Aware Zero-Shot Learning for Object Recognition Apr 24, 2019 Object Object Recognition
— Unverified PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras Apr 24, 2019 Dimensionality Reduction feature selection
— Unverified Facial Expression Recognition Research Based on Deep Learning Apr 22, 2019 Deep Learning Facial Expression Recognition
Code Code Available ChoiceNet: CNN learning through choice of multiple feature map representations Apr 20, 2019 Object Recognition Semantic Segmentation
— Unverified Context-Aware Zero-Shot Recognition Apr 19, 2019 Object Recognition Zero-Shot Learning
Code Code Available 3D Object Recognition with Ensemble Learning --- A Study of Point Cloud-Based Deep Learning Models Apr 17, 2019 3D Classification 3D Object Detection
Code Code Available People infer recursive visual concepts from just a few examples Apr 17, 2019 Object Recognition
— Unverified End-to-End Learning of Representations for Asynchronous Event-Based Data Apr 17, 2019 Classification Object Recognition
Code Code Available Collaboration Analysis Using Deep Learning Apr 17, 2019 Anatomy Deep Learning
— Unverified Texture image analysis and texture classification methods - A review Apr 13, 2019 Classification Defect Detection
— Unverified Improved training of binary networks for human pose estimation and image recognition Apr 11, 2019 Binarization Classification with Binary Neural Network
— Unverified An Application-Specific VLIW Processor with Vector Instruction Set for CNN Acceleration Apr 10, 2019 Object Recognition
— Unverified On zero-shot recognition of generic objects Apr 10, 2019 Object Recognition Zero-Shot Learning
Code Code Available On Learning Density Aware Embeddings Apr 8, 2019 Face Recognition Metric Learning
— Unverified Target-Aware Deep Tracking Apr 3, 2019 Object Object Recognition
— Unverified Learning Good Representation via Continuous Attention Mar 29, 2019 Object Object Recognition
— Unverified Local Aggregation for Unsupervised Learning of Visual Embeddings Mar 29, 2019 Clustering Contrastive Learning
Code Code Available Wasserstein Dependency Measure for Representation Learning Mar 28, 2019 Object Recognition reinforcement-learning
— Unverified Counting the learnable functions of structured data Mar 28, 2019 Object Recognition
— Unverified Looking Fast and Slow: Memory-Guided Mobile Video Object Detection Mar 25, 2019 object-detection Object Detection
Code Code Available The functional role of cue-driven feature-based feedback in object recognition Mar 25, 2019 Object Recognition
— Unverified Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELM Mar 19, 2019 CPU Event-based vision
— Unverified AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design Mar 18, 2019 object-detection Object Detection
— Unverified Direct Object Recognition Without Line-of-Sight Using Optical Coherence Mar 18, 2019 Object Object Recognition
— Unverified Robust Shape Regularity Criteria for Superpixel Evaluation Mar 17, 2019 Object Recognition
— Unverified Spatiotemporal Feature Learning for Event-Based Vision Mar 16, 2019 Event-based vision Object Recognition
— Unverified Domain Generalization by Solving Jigsaw Puzzles Mar 16, 2019 Domain Generalization Image Classification
Code Code Available Visual recognition in the wild by sampling deep similarity functions Mar 15, 2019 Object Recognition
— Unverified An Efficient Edge Detection Approach to Provide Better Edge Connectivity for Image Analysis Mar 13, 2019 Edge Detection Face Detection
— Unverified Image Privacy Prediction Using Deep Neural Networks Mar 8, 2019 Object Recognition Prediction
Code Code Available Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss Mar 7, 2019 Domain Adaptation General Classification
Code Code Available RAVEN: A Dataset for Relational and Analogical Visual rEasoNing Mar 7, 2019 Object Recognition Question Answering
— Unverified Understanding and Visualizing Deep Visual Saliency Models Mar 6, 2019 Object Recognition Saliency Prediction
Code Code Available Learning a smooth kernel regularizer for convolutional neural networks Mar 5, 2019 L2 Regularization Object Recognition
Code Code Available TKD: Temporal Knowledge Distillation for Active Perception Mar 4, 2019 Knowledge Distillation Object
— Unverified Crowding in humans is unlike that in convolutional neural networks Mar 1, 2019 Object Object Recognition
— Unverified Disentangled Deep Autoencoding Regularization for Robust Image Classification Feb 27, 2019 Classification General Classification
— Unverified GFCN: A New Graph Convolutional Network Based on Parallel Flows Feb 25, 2019 General Classification image-classification
— Unverified Directional Regularized Tensor Modeling for Video Rain Streaks Removal Feb 19, 2019 Object Recognition Rain Removal
Code Code Available Object Recognition under Multifarious Conditions: A Reliability Analysis and A Feature Similarity-based Performance Estimation Feb 18, 2019 Object Recognition
Code Code Available Learning to see across Domains and Modalities Feb 13, 2019 Domain Adaptation image-classification
— Unverified NeurAll: Towards a Unified Visual Perception Model for Automated Driving Feb 10, 2019 Auxiliary Learning Computational Efficiency
— Unverified 