Autonomous Driving

Paper Group ANR 473

Paper Group ANR 473

October 18, 2019

Classification of lung nodules in CT images based on Wasserstein distance in differential geometry. Graph Laplacian mixture model. Learning Concept Abstractness Using Weak Supervision. From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval. Deep neural networks algorithms for stochastic control problems on …
Paper Group ANR 474

Paper Group ANR 474

October 18, 2019

Anti-drift in electronic nose via dimensionality reduction: a discriminative subspace projection approach. Bottom-up Attention, Models of. View-volume Network for Semantic Scene Completion from a Single Depth Image. Federated Learning via Over-the-Air Computation. Approximate Method of Variational Bayesian Matrix Factorization/Completion with Spars …
Paper Group ANR 488

Paper Group ANR 488

October 18, 2019

GPU based Parallel Optimization for Real Time Panoramic Video Stitching. Generalized Content-Preserving Warps for Image Stitching. Feature-less Stitching of Cylindrical Tunnel. Towards an Intelligent Edge: Wireless Communication Meets Machine Learning. Gene Shaving using influence function of a kernel method. Mitigating Planner Overfitting in Model …
Paper Group ANR 498

Paper Group ANR 498

October 18, 2019

When CTC Training Meets Acoustic Landmarks. Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss. A Comparative Study: Adaptive Fuzzy Inference Systems for Energy Prediction in Urban Buildings. Detecting Adversarial Examples via Key-based Network. Bangla License Plate Recognition Using Convolutional Neural Networks (CNN). Bin …
Paper Group ANR 516

Paper Group ANR 516

October 18, 2019

Utilizing Imbalanced Data and Classification Cost Matrix to Predict Movie Preferences. Hierarchical community detection by recursive partitioning. Deep Encoder-Decoder Models for Unsupervised Learning of Controllable Speech Synthesis. Neural Classification of Malicious Scripts: A study with JavaScript and VBScript. DYAN: A Dynamical Atoms-Based Net …
Paper Group ANR 520

Paper Group ANR 520

October 18, 2019

An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer Tissue Microarray. Writing Style Invariant Deep Learning Model for Historical Manuscripts Alignment. Anomaly detection with Wasserstein GAN. Probabilistic DL Reasoning with Pinpointing Formulas: A Prolog-based Approach. Learning sparse mixtures of rankings from noisy informa …
Paper Group ANR 535

Paper Group ANR 535

October 18, 2019

Non-Convex Min-Max Optimization: Provable Algorithms and Applications in Machine Learning. Recovering Trees with Convex Clustering. Generating Synthetic Data for Neural Keyword-to-Question Models. Column generation based math-heuristic for classification trees. The Time-SIFT method : detecting 3-D changes from archival photogrammetric analysis with …
Paper Group ANR 541

Paper Group ANR 541

October 18, 2019

Optical Flow Based Background Subtraction with a Moving Camera: Application to Autonomous Driving. Convolutional Hashing for Automated Scene Matching. To compress or not to compress: Understanding the Interactions between Adversarial Attacks and Neural Network Compression. Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning …
Paper Group ANR 543

Paper Group ANR 543

October 18, 2019

MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma. Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks. Unary and Binary Classification Approaches and their Implications for Authorship Verification. Natural Language Multitasking: Analyzing and Improvi …
Paper Group ANR 552

Paper Group ANR 552

October 18, 2019

ClosNets: a Priori Sparse Topologies for Faster DNN Training. Superconducting Optoelectronic Neurons II: Receiver Circuits. The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion. A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration. Cross-dataset Person Re-Identification Using Similarity Preserved Generative …
Paper Group ANR 553

Paper Group ANR 553

October 18, 2019

Class Mean Vector Component and Discriminant Analysis for Kernel Subspace Learning. A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web Content. Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling $(1+λ)$ EA Variants on OneMax and LeadingOnes. When will you do what? - Anticip …
Paper Group ANR 557

Paper Group ANR 557

October 18, 2019

Detect or Track: Towards Cost-Effective Video Object Detection/Tracking. In-depth Assessment of an Interactive Graph-based Approach for the Segmentation for Pancreatic Metastasis in Ultrasound Acquisitions of the Liver with two Specialists in Internal Medicine. Automatic detection of lumen and media in the IVUS images using U-Net with VGG16 Encoder …
Paper Group ANR 558

Paper Group ANR 558

October 18, 2019

Focal Loss in 3D Object Detection. Collaborative targeted inference from continuously indexed nuisance parameter estimators. The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples. Representation, Justification and Explanation in a Value Driven Agent: An Argumentation-Based Approach. An Adaptive Clipping Approach for Pro …
Paper Group ANR 566

Paper Group ANR 566

October 18, 2019

Graph Neural Networks for Learning Robot Team Coordination. Privacy-preserving Machine Learning through Data Obfuscation. Sample Efficient Stochastic Gradient Iterative Hard Thresholding Method for Stochastic Sparse Linear Regression with Limited Attribute Observation. Dynamic and Static Topic Model for Analyzing Time-Series Document Collections. D …
Paper Group ANR 578

Paper Group ANR 578

October 18, 2019

Stealing Hyperparameters in Machine Learning. Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition. Discrete-Continuous Mixtures in Probabilistic Programming: Generalized Semantics and Inference Algorithms. Haze Density Estimation via Modeling of Scattering Coefficients of Iso-depth Reg …
Paper Group ANR 586

Paper Group ANR 586

October 18, 2019

Accelerated Gossip via Stochastic Heavy Ball Method. A Mean-Field Optimal Control Formulation of Deep Learning. Tübingen-Oslo system: Linear regression works the best at Predicting Current and Future Psychological Health from Childhood Essays in the CLPsych 2018 Shared Task. The Research of the Real-time Detection and Recognition of Targets in Stre …
Paper Group ANR 589

Paper Group ANR 589

October 18, 2019

Importance Weighted Evolution Strategies. Simple Hyper-heuristics Control the Neighbourhood Size of Randomised Local Search Optimally for LeadingOnes. Multitask and Multilingual Modelling for Lexical Analysis. OffsetNet: Deep Learning for Localization in the Lung using Rendered Images. Attention to Refine through Multi-Scales for Semantic Segmentat …
Paper Group ANR 603

Paper Group ANR 603

October 18, 2019

Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks. An elementary derivation of the Chinese restaurant process from Sethuraman’s stick-breaking process. Classification of breast cancer histology images using transfer learning. Facebook Reaction-Based Emotion Classifier as Cue for Sarcasm Detection. Gu …
Paper Group ANR 611

Paper Group ANR 611

October 18, 2019

An Improved Learning Framework for Covariant Local Feature Detection. Generating Triples with Adversarial Networks for Scene Graph Construction. Comparing Generative Adversarial Network Techniques for Image Creation and Modification. How convolutional neural network see the world - A survey of convolutional neural network visualization methods. Rob …
Paper Group ANR 613

Paper Group ANR 613

October 18, 2019

Computer Analysis of Architecture Using Automatic Image Understanding. Sign-Full Random Projections. Fairly Allocating Many Goods with Few Queries. Deep Person Detection in 2D Range Data. Bioinformatics and Medicine in the Era of Deep Learning. Embedding-reparameterization procedure for manifold-valued latent variables in generative models. Cluster …
Paper Group ANR 647

Paper Group ANR 647

October 18, 2019

Deep Reinforcement Learning for Autonomous Driving. Harmonic Alignment. Online Markov Decoding: Lower Bounds and Near-Optimal Approximation Algorithms. A Machine-Learning Phase Classification Scheme for Anomaly Detection in Signals with Periodic Characteristics. Large-scale Bisample Learning on ID Versus Spot Face Recognition. Fast Neural Chinese W …
Paper Group ANR 661

Paper Group ANR 661

October 18, 2019

Strategyproof Linear Regression in High Dimensions. Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions. Combining Multiple Algorithms in Classifier Ensembles using Generalized Mixture Functions. Cross-Domain Transfer in Reinforcement Learning using Target Apprentice. Analog simulator of integro-differential equations wit …
Paper Group ANR 673

Paper Group ANR 673

October 18, 2019

Cross-Modal Attentional Context Learning for RGB-D Object Detection. A Many-Objective Evolutionary Algorithm With Two Interacting Processes: Cascade Clustering and Reference Point Incremental Learning. DLHub: Model and Data Serving for Science. Canonical Correlation Analysis for Misaligned Satellite Image Change Detection. Coronary Calcium Detectio …
Paper Group ANR 679

Paper Group ANR 679

October 18, 2019

Types, Tokens, and Hapaxes: A New Heap’s Law. Trajectory Factory: Tracklet Cleaving and Re-connection by Deep Siamese Bi-GRU for Multiple Object Tracking. Paying Attention to Attention: Highlighting Influential Samples in Sequential Analysis. Automatic Liver Segmentation with Adversarial Loss and Convolutional Neural Network. PCNNA: A Photonic Conv …
Paper Group ANR 684

Paper Group ANR 684

October 17, 2019

Compressed Sensing Plus Motion (CS+M): A New Perspective for Improving Undersampled MR Image Reconstruction. Augmented LiDAR Simulator for Autonomous Driving. Stacked Filters Stationary Flow For Hardware-Oriented Acceleration Of Deep Convolutional Neural Networks. Automatic Evaluation of Neural Personality-based Chatbots. Building Extraction at Sca …
Paper Group ANR 688

Paper Group ANR 688

October 17, 2019

Distilling with Performance Enhanced Students. On the Complexity of Value Iteration. Active Object Reconstruction Using a Guided View Planner. Superconducting Optoelectronic Neurons I: General Principles. An Improved Phrase-based Approach to Annotating and Summarizing Student Course Responses. Pathwise Derivatives for Multivariate Distributions. Ev …
Paper Group ANR 691

Paper Group ANR 691

October 17, 2019

Uncertainty aware audiovisual activity recognition using deep Bayesian variational inference. Camera-based vehicle velocity estimation from monocular video. Positive and Unlabeled Learning through Negative Selection and Imbalance-aware Classification. Deep Convolutional Neural Network Applied to Quality Assessment for Video Tracking. Deep Discrimin …
Paper Group ANR 718

Paper Group ANR 718

October 17, 2019

Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks. Dual Control Memory Augmented Neural Networks for Treatment Recommendations. Decomposition Methods with Deep Corrections for Reinforcement Learning. Weak detection in the spiked Wigner model. Explicit Feedbacks Meet with Implicit Feedbacks : …