Image Classification

Paper Group ANR 33

Paper Group ANR 33

July 29, 2019

Case Study: Explaining Diabetic Retinopathy Detection Deep CNNs via Integrated Gradients. TIP: Typifying the Interpretability of Procedures. Facial Affect Estimation in the Wild Using Deep Residual and Convolutional Networks. Backpropagation in matrix notation. Eye-Movement behavior identification for AD diagnosis. A Nested Attention Neural Hybrid …
Paper Group ANR 37

Paper Group ANR 37

July 29, 2019

Co-evolutionary multi-task learning for dynamic time series prediction. Calibration for the (Computationally-Identifiable) Masses. Environment-Independent Task Specifications via GLTL. Spice up Your Chat: The Intentions and Sentiment Effects of Using Emoji. Compressive Sensing of Color Images Using Nonlocal Higher Order Dictionary. Generating Compa …
Paper Group ANR 42

Paper Group ANR 42

July 29, 2019

Likelihood Estimation for Generative Adversarial Networks. Spectral-spatial classification of hyperspectral images: three tricks and a new supervised learning setting. Does Normalization Methods Play a Role for Hyperspectral Image Classification?. Asynchronous Announcements. Continuous Multimodal Emotion Recognition Approach for AVEC 2017. Signal a …
Paper Group ANR 45

Paper Group ANR 45

July 29, 2019

Impact of Coreference Resolution on Slot Filling. Deep Learning for Photoacoustic Tomography from Sparse Data. On modeling vagueness and uncertainty in data-to-text systems through fuzzy sets. A Convex Parametrization of a New Class of Universal Kernel Functions for use in Kernel Learning. Learning Rotation for Kernel Correlation Filter. CryptoDL: …
Paper Group ANR 46

Paper Group ANR 46

July 29, 2019

Investigating the feature collection for semantic segmentation via single skip connection. Learning Policies for Adaptive Tracking with Deep Feature Cascades. Patchnet: Interpretable Neural Networks for Image Classification. Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees. Bridging the Gap …
Paper Group ANR 51

Paper Group ANR 51

July 29, 2019

Learning One-hidden-layer Neural Networks with Landscape Design. Fast Recurrent Fully Convolutional Networks for Direct Perception in Autonomous Driving. A Manifold Approach to Learning Mutually Orthogonal Subspaces. PCANet-II: When PCANet Meets the Second Order Pooling. Collision Selective Visual Neural Network Inspired by LGMD2 Neurons in Juvenil …
Paper Group ANR 55

Paper Group ANR 55

July 29, 2019

Geometry of Optimization and Implicit Regularization in Deep Learning. MAT: A Multimodal Attentive Translator for Image Captioning. Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics. Understanding the visual speech signal. 3D seismic data denoising using two-dimensional sparse coding scheme. Replicator Equation: Applicat …
Paper Group ANR 57

Paper Group ANR 57

July 29, 2019

Multiple VLAD encoding of CNNs for image classification. Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction. Video retrieval based on deep convolutional neural network. Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space. Cooperative Epistemi …
Paper Group ANR 60

Paper Group ANR 60

July 29, 2019

OCRAPOSE II: An OCR-based indoor positioning system using mobile phone images. Convex Geometry of the Generalized Matrix-Fractional Function. Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline. Semi-Supervised Deep Learning for Monocular Depth Map Prediction. Multispectral and Hyperspectral Image Fusion Using a 3- …
Paper Group ANR 64

Paper Group ANR 64

July 29, 2019

Robust Contextual Bandit via the Capped-$\ell_{2}$ norm. Any-gram Kernels for Sentence Classification: A Sentiment Analysis Case Study. Discriminative Learning of Prediction Intervals. Neural Semantic Parsing over Multiple Knowledge-bases. Susceptibility Propagation by Using Diagonal Consistency. LED-based Photometric Stereo: Modeling, Calibration …
Paper Group ANR 71

Paper Group ANR 71

July 29, 2019

Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules. Understanding Negations in Information Processing: Learning from Replicating Human Behavior. Anomaly Detection in Hierarchical Data Streams under Unknown Models. Fundamental Conditions for Low-CP-Rank Tensor Completion. Named Entity Evolution Analysis on Wi …
Paper Group ANR 77

Paper Group ANR 77

July 29, 2019

Rank of Experts: Detection Network Ensemble. Enhanced Attacks on Defensively Distilled Deep Neural Networks. Czech Text Document Corpus v 2.0. Wide-Residual-Inception Networks for Real-time Object Detection. Multi-shot Pedestrian Re-identification via Sequential Decision Making. Stochastic L-BFGS: Improved Convergence Rates and Practical Accelerati …
Paper Group ANR 79

Paper Group ANR 79

July 29, 2019

Can Deep Neural Networks Match the Related Objects?: A Survey on ImageNet-trained Classification Models. Identifiability of Kronecker-structured Dictionaries for Tensor Data. Framework for evaluation of sound event detection in web videos. A Bayesian algorithm for distributed network localization using distance and direction data. Mining Worse and …
Paper Group ANR 82

Paper Group ANR 82

July 29, 2019

Recurrent Attentional Reinforcement Learning for Multi-label Image Recognition. Evidence combination for a large number of sources. Preference-based Teaching. A Denoising Loss Bound for Neural Network based Universal Discrete Denoisers. Fairer and more accurate, but for whom?. Finding Dominant User Utterances And System Responses in Conversations. …
Paper Group ANR 84

Paper Group ANR 84

July 29, 2019

Small-footprint Keyword Spotting Using Deep Neural Network and Connectionist Temporal Classifier. Rhetorical relations for information retrieval. Proceedings First Workshop on Formal Verification of Autonomous Vehicles. Latent Hinge-Minimax Risk Minimization for Inference from a Small Number of Training Samples. Reflexive Regular Equivalence for Bi …
Paper Group ANR 85

Paper Group ANR 85

July 29, 2019

AdaDNNs: Adaptive Ensemble of Deep Neural Networks for Scene Text Recognition. Query-free Clothing Retrieval via Implicit Relevance Feedback. Flow-free Video Object Segmentation. Long-Term Video Interpolation with Bidirectional Predictive Network. Reconciling Bayesian Epistemology and Narration-based Approaches to Judiciary Fact-finding. Grounding …
Paper Group ANR 86

Paper Group ANR 86

July 29, 2019

Development of Statewide AADT Estimation Model from Short-Term Counts: A Comparative Study for South Carolina. Decision structure of risky choice. On the Reconstruction Risk of Convolutional Sparse Dictionary Learning. Detection and Tracking of General Movable Objects in Large 3D Maps. Incomplete Dot Products for Dynamic Computation Scaling in Neur …
Paper Group ANR 88

Paper Group ANR 88

July 29, 2019

Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences. Image Captioning with Object Detection and Localization. Efficient Reinforcement Learning via Initial Pure Exploration. Discourse Structure in Machine Translation Evaluation. Learning Robust Visual-Semantic Embeddings …
Paper Group ANR 89

Paper Group ANR 89

July 29, 2019

Learning spectro-temporal features with 3D CNNs for speech emotion recognition. Evaluation of Deep Learning on an Abstract Image Classification Dataset. Unsupervised neural and Bayesian models for zero-resource speech processing. No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. Improved Lossy Image Compr …
Paper Group ANR 91

Paper Group ANR 91

July 29, 2019

DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer. An Automated Compatibility Prediction Engine using DISC Theory Based Classification and Neural Networks. First Results from Using Game Refinement Measure and Learning Coefficient in Scrabble. A Simulator for Hedonic Games. Convolutional Low-Resolution Fine-Grained C …
Paper Group ANR 93

Paper Group ANR 93

July 29, 2019

Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling. Comprehension-guided referring expressions. Deep Learning in the Automotive Industry: Applications and Tools. Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation. Predictive Coding-based Deep Dynamic Neural Network for …
Paper Group ANR 98

Paper Group ANR 98

July 29, 2019

Weakly Supervised Semantic Segmentation using Web-Crawled Videos. Rotational Rectification Network: Enabling Pedestrian Detection for Mobile Vision. Bag-of-Vector Embeddings of Dependency Graphs for Semantic Induction. The Origins of Computational Mechanics: A Brief Intellectual History and Several Clarifications. Automatic segmentation of the intr …
Paper Group ANR 99

Paper Group ANR 99

July 29, 2019

Stem-ming the Tide: Predicting STEM attrition using student transcript data. Adversarial and Clean Data Are Not Twins. EMFET: E-mail Features Extraction Tool. Improving Deep Learning by Inverse Square Root Linear Units (ISRLUs). fpgaConvNet: A Toolflow for Mapping Diverse Convolutional Neural Networks on Embedded FPGAs. Discovering Potential Correl …
Paper Group AWR 100

Paper Group AWR 100

July 29, 2019

Evaluation of Croatian Word Embeddings. Generalising Random Forest Parameter Optimisation to Include Stability and Cost. Sequential Dirichlet Process Mixtures of Multivariate Skew t-distributions for Model-based Clustering of Flow Cytometry Data. Cross-Lingual Dependency Parsing with Late Decoding for Truly Low-Resource Languages. A Design Methodol …
Paper Group AWR 101

Paper Group AWR 101

July 29, 2019

Binary Classification from Positive-Confidence Data. Toward Multimodal Image-to-Image Translation. Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography. Learning the Latent “Look”: Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images. Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid …
Paper Group AWR 103

Paper Group AWR 103

July 29, 2019

One-Shot Learning for Semantic Segmentation. RED: Reinforced Encoder-Decoder Networks for Action Anticipation. End-to-end Learning of Deterministic Decision Trees. Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2. Detecting and Recognizing Human-Object Interactions. Interpretability Beyond Feature Attribution: Quantitative …
Paper Group AWR 109

Paper Group AWR 109

July 29, 2019

Geometric GAN. Ridiculously Fast Shot Boundary Detection with Fully Convolutional Neural Networks. Conditional Image-Text Embedding Networks. Cost Adaptation for Robust Decentralized Swarm Behaviour. Learning Discrete Representations via Information Maximizing Self-Augmented Training. TextureGAN: Controlling Deep Image Synthesis with Texture Patche …
Paper Group AWR 112

Paper Group AWR 112

July 29, 2019

Detailed, accurate, human shape estimation from clothed 3D scan sequences. Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks. Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering. On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation St …