Image Classification

Paper Group ANR 843

October 17, 2019

Efficient Statistics, in High Dimensions, from Truncated Samples. A Circuit-Level Amoeba-Inspired SAT Solver. FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification. Deep Joint Source-Channel Coding for Wireless Image Transmission. Notes on computational-to-statistical gaps: predictions using statistical physics. …

Paper Group ANR 851

October 17, 2019

A Generative Approach to Zero-Shot and Few-Shot Action Recognition. An Information-Theoretic Analysis for Thompson Sampling with Many Actions. ISIS at its apogee: the Arabic discourse on Twitter and what we can learn from that about ISIS support and Foreign Fighters. Joint 3D Reconstruction of a Static Scene and Moving Objects. Probabilistic Planni …

Paper Group ANR 853

October 17, 2019

Solution for Large-Scale Hierarchical Object Detection Datasets with Incomplete Annotation and Data Imbalance. Automatic Identification of Arabic expressions related to future events in Lebanon’s economy. Designing the Game to Play: Optimizing Payoff Structure in Security Games. Generation Meets Recommendation: Proposing Novel Items for Groups of U …

Paper Group ANR 855

October 17, 2019

Survey on Deep Learning Techniques for Person Re-Identification Task. Outperforming Good-Turing: Preliminary Report. Global and Local Consistent Age Generative Adversarial Networks. Wider Channel Attention Network for Remote Sensing Image Super-resolution. Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control. Knowle …

Paper Group ANR 874

October 17, 2019

Stochastic Gradient Hamiltonian Monte Carlo with Variance Reduction for Bayesian Inference. A Unified Framework for Joint Mobility Prediction and Object Profiling of Drones in UAV Networks. A note on concentration inequality for vector-valued martingales with weak exponential-type tails. BCR-Net: a neural network based on the nonstandard wavelet fo …

Paper Group ANR 878

October 17, 2019

A Deep Convolutional Neural Network for Lung Cancer Diagnostic. Incremental Non-Rigid Structure-from-Motion with Unknown Focal Length. A Modified Image Comparison Algorithm Using Histogram Features. Diverse and Coherent Paragraph Generation from Images. Query-Conditioned Three-Player Adversarial Network for Video Summarization. Robust Tracking via …

Paper Group ANR 880

October 17, 2019

Chest X-rays Classification: A Multi-Label and Fine-Grained Problem. Offline Object Extraction from Dynamic Occupancy Grid Map Sequences. Adjustable Real-time Style Transfer. Unsupervised Deep Domain Adaptation for Pedestrian Detection. Cross-modal Hallucination for Few-shot Fine-grained Recognition. Near Real-Time Data Labeling Using a Depth Senso …

Paper Group ANR 883

October 17, 2019

Automatic Detection of Online Jihadist Hate Speech. Rethinking the Form of Latent States in Image Captioning. “With 1 follower I must be AWESOME :P”. Exploring the role of irony markers in irony recognition. Wall Stress Estimation of Cerebral Aneurysm based on Zernike Convolutional Neural Networks. Real-world plant species identification based on d …

Paper Group ANR 885

October 17, 2019

Black Box FDR. Transductive Label Augmentation for Improved Deep Network Learning. Reproducibility Report for “Learning To Count Objects In Natural Images For Visual Question Answering”. Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration. Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regr …

Paper Group ANR 886

October 17, 2019

Multimodal Machine Learning for Automated ICD Coding. A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation. Computer-Aided Knee Joint Magnetic Resonance Image Segmentation - A Survey. Tracking the Evolution of Words with Time-reflective Text Representations. Semantic …

Paper Group ANR 890

October 17, 2019

Phasebook and Friends: Leveraging Discrete Representations for Source Separation. Hate Speech Detection from Code-mixed Hindi-English Tweets Using Deep Learning Models. Structural inpainting. Hydranet: Data Augmentation for Regression Neural Networks. Distribution-based Label Space Transformation for Multi-label Learning. Why is unsupervised alignm …

Paper Group ANR 894

October 17, 2019

A Framework in CRM Customer Lifecycle: Identify Downward Trend and Potential Issues Detection. Distributed Nonparametric Regression under Communication Constraints. Interpretable Latent Spaces for Learning from Demonstration. RARD II: The 94 Million Related-Article Recommendation Dataset. Nonnegative Matrix Factorization for Signal and Data Analyti …

Paper Group ANR 895

October 17, 2019

Learning View Priors for Single-view 3D Reconstruction. Accelerated Labeling of Discrete Abstractions for Autonomous Driving Subject to LTL Specifications. Methods for Segmentation and Classification of Digital Microscopy Tissue Images. Compressive Regularized Discriminant Analysis of High-Dimensional Data with Applications to Microarray Studies. F …

Paper Group ANR 896

October 17, 2019

An adaptive multiclass nearest neighbor classifier. Cooperative Multi-Agent Policy Gradients with Sub-optimal Demonstration. Intent Detection for code-mix utterances in task oriented dialogue systems. Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters. Distributed Stochastic Optimization via Adaptive S …

Paper Group ANR 900

October 17, 2019

Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity. Deformable Object Tracking with Gated Fusion. KTAN: Knowledge Transfer Adversarial Network. Endoscopic navigation in the absence of CT imaging. Dense Multimodal Fusion for Hierarchically Joint Representation. Active image restoration. Finding Similar Medical Quest …

Paper Group ANR 903

October 17, 2019

Semi-Supervised Deep Metrics for Image Registration. Thermal to Visible Synthesis of Face Images using Multiple Regions. Online Decomposition of Compressive Streaming Data Using $n$-$\ell_1$ Cluster-Weighted Minimization. On the Ambiguity of Registration Uncertainty. Improving Nighttime Retrieval-Based Localization. Integrating Weakly Supervised Wo …

Paper Group ANR 904

October 17, 2019

Ranking CGANs: Subjective Control over Semantic Image Attributes. A Non-Technical Survey on Deep Convolutional Neural Network Architectures. Attention-Aware Generative Adversarial Networks (ATA-GANs). One Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojection. Efficient sampling for Gaussian linear regression wi …

Paper Group ANR 912

October 17, 2019

Automatic Prediction of Building Age from Photographs. Learning to Grasp from a Single Demonstration. Seeing Tree Structure from Vibration. Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining. ViS-HuD: Using Visual Saliency to Improve Human Detection with Convolutional Neural Networks. Optimized Skeleton-ba …

Paper Group ANR 914

October 17, 2019

Class-Agnostic Counting. Clustering Player Strategies from Variable-Length Game Logs in Dominion. Dealing with Difficult Minority Labels in Imbalanced Mutilabel Data Sets. Voice Conversion with Conditional SampleRNN. Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking. Fi …

Paper Group ANR 917

October 17, 2019

Double Quantization for Communication-Efficient Distributed Optimization. Geodesic Convex Optimization: Differentiation on Manifolds, Geodesics, and Convexity. Effects of Image Degradations to CNN-based Image Classification. A Survey on Natural Language Processing for Fake News Detection. Learning Multiple Defaults for Machine Learning Algorithms. …

Paper Group ANR 925

October 17, 2019

Security Event Recognition for Visual Surveillance. Decision method choice in a human posture recognition context. Do WaveNets Dream of Acoustic Waves?. Multi-modal Image Processing based on Coupled Dictionary Learning. Evaluating Multimodal Representations on Sentence Similarity: vSTS, Visual Semantic Textual Similarity Dataset. A Tour of Unsuperv …

Paper Group ANR 928

October 17, 2019

A cortical-inspired model for orientation-dependent contrast perception: a link with Wilson-Cowan equations. Improving fairness in machine learning systems: What do industry practitioners need?. A Hierarchical Fuzzy System for an Advanced Driving Assistance System. A Portuguese Native Language Identification Dataset. Band Target Entropy Minimizatio …

Paper Group ANR 932

October 17, 2019

Left-Right Comparative Recurrent Model for Stereo Matching. Development and Evaluation of Recurrent Neural Network based Models for Hourly Traffic Volume and AADT Prediction. Open Set Adversarial Examples. Cahn–Hilliard inpainting with the double obstacle potential. AUEB at BioASQ 6: Document and Snippet Retrieval. Attending Category Disentangled …

Paper Group ANR 933

October 17, 2019

Acceleration through Optimistic No-Regret Dynamics. Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural Networks. Aerial Imagery for Roof Segmentation: A Large-Scale Dataset towards Automatic Mapping of Buildings. Unsupervised Cross-lingual Transfer of Word Embedding Spaces. Balanced Distribution Adaptation for Transfer Learning …

Paper Group ANR 938

October 17, 2019

Real-time on-board obstacle avoidance for UAVs based on embedded stereo vision. Dependence in Propositional Logic: Formula-Formula Dependence and Formula Forgetting – Application to Belief Update and Conservative Extension. Unbiased scalable softmax optimization. The Art of Drafting: A Team-Oriented Hero Recommendation System for Multiplayer Onlin …

Paper Group ANR 940

October 17, 2019

Sequence-based Person Attribute Recognition with Joint CTC-Attention Model. Gaussian process classification using posterior linearisation. Bias Mitigation Post-processing for Individual and Group Fairness. Localization-Aware Active Learning for Object Detection. Singular Value Decomposition of Operators on Reproducing Kernel Hilbert Spaces. Multiba …

Paper Group ANR 942

October 17, 2019

Rademacher Complexity for Adversarially Robust Generalization. Performance Guarantees for Homomorphisms Beyond Markov Decision Processes. Finding Better Topologies for Deep Convolutional Neural Networks by Evolution. An Aggressive Genetic Programming Approach for Searching Neural Network Structure Under Computational Constraints. CrossNet: An End-t …

Paper Group ANR 949

October 17, 2019

Facial Expression Analysis under Partial Occlusion: A Survey. Kernel Embedding Approaches to Orbit Determination of Spacecraft Clusters. A Multi-Modal Approach to Infer Image Affect. Institutional Metaphors for Designing Large-Scale Distributed AI versus AI Techniques for Running Institutions. Interpreting DNN output layer activations: A strategy t …