Image Classification

Paper Group ANR 339

Paper Group ANR 339

July 28, 2019

Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. World Literature According to Wikipedia: Introduction to a DBpedia-Based Framework. Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder. Remote sensing of forests using discrete return airborne LiDAR. Scale Adaptive Clustering of Mult …
Paper Group ANR 340

Paper Group ANR 340

July 28, 2019

Spatiotemporal Modeling for Crowd Counting in Videos. Sparse Kernel Canonical Correlation Analysis via $\ell_1$-regularization. Connectivity Learning in Multi-Branch Networks. Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification. SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wild. An Automatic App …
Paper Group ANR 341

Paper Group ANR 341

July 28, 2019

An Analysis of Visual Question Answering Algorithms. SPLBoost: An Improved Robust Boosting Algorithm Based on Self-paced Learning. Alignment Distances on Systems of Bags. Indowordnets help in Indian Language Machine Translation. Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net. Learning from Noisy Labels with Dis …
Paper Group ANR 347

Paper Group ANR 347

July 28, 2019

6D Object Pose Estimation with Depth Images: A Seamless Approach for Robotic Interaction and Augmented Reality. BARCHAN: Blob Alignment for Robust CHromatographic ANalysis. Generative Adversarial Mapping Networks. Arabidopsis roots segmentation based on morphological operations and CRFs. A New Convolutional Network-in-Network Structure and Its Appl …
Paper Group ANR 349

Paper Group ANR 349

July 28, 2019

Synthetic to Real Adaptation with Generative Correlation Alignment Networks. Survey of reasoning using Neural networks. Automatic Generation of Natural Language Explanations. Practical Block-wise Neural Network Architecture Generation. An Automatic Diagnosis Method of Facial Acne Vulgaris Based on Convolutional Neural Network. Is this word borrowed …
Paper Group ANR 351

Paper Group ANR 351

July 28, 2019

Deeper, Broader and Artier Domain Generalization. Gaussian Process Decentralized Data Fusion Meets Transfer Learning in Large-Scale Distributed Cooperative Perception. Control Variates for Stochastic Gradient MCMC. A Vision For Continuous Automated Game Design. Action and perception for spatiotemporal patterns. Sign Language Recognition Using Tempo …
Paper Group ANR 358

Paper Group ANR 358

July 28, 2019

Qualitative Assessment of Recurrent Human Motion. Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. A rule based algorithm for detecting negative words in Persian. Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems. Applying the Wizard-of-Oz Technique to Multimodal Human-Robot Dialogue. Robust …
Paper Group ANR 367

Paper Group ANR 367

July 28, 2019

Knowledge distillation using unlabeled mismatched images. Learning Phrase Embeddings from Paraphrases with GRUs. Learning General Latent-Variable Graphical Models with Predictive Belief Propagation. Neuron-level Selective Context Aggregation for Scene Segmentation. Towards understanding feedback from supermassive black holes using convolutional neu …
Paper Group ANR 370

Paper Group ANR 370

July 28, 2019

Strongly-Typed Agents are Guaranteed to Interact Safely. Correction of “Cloud Removal By Fusing Multi-Source and Multi-Temporal Images”. Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness. First-spike based visual categorization using reward-modulated STDP. Shape-Color Differential …
Paper Group ANR 376

Paper Group ANR 376

July 28, 2019

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss. Understanding and Predicting The Attractiveness of Human Action Shot. Dimensionality Reduction on Grassmannian via Riemannian Optimization: A Generalized Perspective. Automatic Disambiguation of French Discourse Connectives. UTS submission to Google YouTube-8M Challenge …
Paper Group ANR 377

Paper Group ANR 377

July 28, 2019

Meta-Learning MCMC Proposals. A Supervised STDP-based Training Algorithm for Living Neural Networks. Single-pixel imaging with Morlet wavelet correlated random patterns. A generalized multivariate Student-t mixture model for Bayesian classification and clustering of radar waveforms. Post-hoc labeling of arbitrary EEG recordings for data-efficient e …
Paper Group ANR 378

Paper Group ANR 378

July 28, 2019

Learning Network Structures from Contagion. Revisiting Activation Regularization for Language RNNs. Distral: Robust Multitask Reinforcement Learning. Concurrent Pump Scheduling and Storage Level Optimization Using Meta-Models and Evolutionary Algorithms. Open Loop Hyperparameter Optimization and Determinantal Point Processes. Representation Learnin …
Paper Group ANR 382

Paper Group ANR 382

July 28, 2019

Hand Gesture Recognition with Leap Motion. Driver Action Prediction Using Deep (Bidirectional) Recurrent Neural Network. Learning detectors of malicious web requests for intrusion detection in network traffic. Artificial Intelligence as Structural Estimation: Economic Interpretations of Deep Blue, Bonanza, and AlphaGo. Content-based similar documen …
Paper Group ANR 386

Paper Group ANR 386

July 28, 2019

Deep Belief Networks used on High Resolution Multichannel Electroencephalography Data for Seizure Detection. Measurement of amplitude of the moiré patterns in digital autostereoscopic 3D display. Who is Smarter? Intelligence Measure of Learning-based Cognitive Radios. Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-offs by Select …
Paper Group ANR 400

Paper Group ANR 400

July 28, 2019

Mechanisms of dimensionality reduction and decorrelation in deep neural networks. Motion Deblurring in the Wild. Estimation of a Low-rank Topic-Based Model for Information Cascades. Development and analysis of a Bayesian water balance model for large lake systems. How Should a Robot Assess Risk? Towards an Axiomatic Theory of Risk in Robotics. Atte …
Paper Group ANR 402

Paper Group ANR 402

July 28, 2019

Pediatric Bone Age Assessment Using Deep Convolutional Neural Networks. DeadNet: Identifying Phototoxicity from Label-free Microscopy Images of Cells using Deep ConvNets. Objective evaluation metrics for automatic classification of EEG events. Gait Pattern Recognition Using Accelerometers. Subpopulation Diversity Based Selecting Migration Moment in …
Paper Group ANR 405

Paper Group ANR 405

July 28, 2019

Plausibility and probability in deductive reasoning. ENIGMA: Efficient Learning-based Inference Guiding Machine. Translating Terminological Expressions in Knowledge Bases with Neural Machine Translation. Image Patch Matching Using Convolutional Descriptors with Euclidean Distance. Training Spiking Neural Networks for Cognitive Tasks: A Versatile Fr …
Paper Group ANR 406

Paper Group ANR 406

July 28, 2019

Deep Learning for Tumor Classification in Imaging Mass Spectrometry. Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge. Learned Multi-Patch Similarity. Detecting Cross-Lingual Plagiarism Using Simulated Word Embeddings. Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge. Time …
Paper Group ANR 413

Paper Group ANR 413

July 28, 2019

Conditional Generative Adversarial Networks for Emoji Synthesis with Word Embedding Manipulation. Linearly-Recurrent Autoencoder Networks for Learning Dynamics. Learning 6-DOF Grasping Interaction via Deep Geometry-aware 3D Representations. Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images. Algebraic Imag …
Paper Group ANR 427

Paper Group ANR 427

July 28, 2019

Open-Set Language Identification. Towards Social Autonomous Vehicles: Efficient Collision Avoidance Scheme Using Richardson’s Arms Race Model. CollabLoc: Privacy-Preserving Multi-Modal Localization via Collaborative Information Fusion. In Search of an Entity Resolution OASIS: Optimal Asymptotic Sequential Importance Sampling. Attentional Pooling fo …
Paper Group ANR 428

Paper Group ANR 428

July 28, 2019

Distribution-Preserving k-Anonymity. Persistent homology machine learning for fingerprint classification. Computing LPMLN Using ASP and MLN Solvers. Curriculum Learning for Multi-Task Classification of Visual Attributes. Winqi: A System for 6D Localization and SLAM Augmentation Using Wideangle Optics and Coded Light Beacons. Art of singular vectors …
Paper Group ANR 429

Paper Group ANR 429

July 28, 2019

Towards Crafting Text Adversarial Samples. Learning Implicit Generative Models Using Differentiable Graph Tests. Gaussian Kernel in Quantum Learning. Pyramidal RoR for Image Classification. An Integer Programming Model for Binary Knapsack Problem with Value-Related Dependencies among Elements. A Contemporary Overview of Probabilistic Latent Variabl …
Paper Group ANR 431

Paper Group ANR 431

July 28, 2019

Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification. Soft Label Memorization-Generalization for Natural Language Inference. Feature-Guided Black-Box Safety Testing of Deep Neural Networks. Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices. Multi-task Neural Networks for P …
Paper Group ANR 432

Paper Group ANR 432

July 28, 2019

Preconditioned Spectral Clustering for Stochastic Block Partition Streaming Graph Challenge. Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO. Non-Stationary Bandits with Habituation and Recovery Dynamics. New Reinforcement Learning Using a Chaotic Neural Network for Emergence of “Thinking” - “Exploration” …
Paper Group ANR 436

Paper Group ANR 436

July 28, 2019

Dimensionality reduction methods for molecular simulations. Multitask Learning using Task Clustering with Applications to Predictive Modeling and GWAS of Plant Varieties. A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates. PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimizat …
Paper Group ANR 439

Paper Group ANR 439

July 28, 2019

Automating Vehicles by Deep Reinforcement Learning using Task Separation with Hill Climbing. How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility. Probabilistic Program Abstractions. A deep level set method for image segmentation. Basic Thresholding Classification. Size Matters: Cardinality-Constrained C …
Paper Group ANR 456

Paper Group ANR 456

July 28, 2019

A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models. Adaptive SVM+: Learning with Privileged Information for Domain Adaptation. Clustering in Hilbert simplex geometry. Detection of Tooth caries in Bitewing Radiographs using Deep Learning. FoodNet: Recognizing Foods Using Ensemble of Deep Networks. Pattern Recogn …
Paper Group ANR 461

Paper Group ANR 461

July 28, 2019

The Compressed Model of Residual CNDS. On the organization of grid and place cells: Neural de-noising via subspace learning. Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy. A Survey of Model Compression and Acceleration for Deep Neural Networks. Texture Fuzzy Segmentation using Skew Divergence Adaptive …