Image Retrieval

Paper Group AWR 456

January 31, 2020

FasterSeg: Searching for Faster Real-time Semantic Segmentation. BOBBY2: Buffer Based Robust High-Speed Object Tracking. Unsupervised Neural Quantization for Compressed-Domain Similarity Search. Revealing the Importance of Semantic Retrieval for Machine Reading at Scale. Random Pairwise Shapelets Forest. SurfCon: Synonym Discovery on Privacy-Aware …

Paper Group ANR 206

January 30, 2020

Joint 3D Localization and Classification of Space Debris using a Multispectral Rotating Point Spread Function. How do infinite width bounded norm networks look in function space?. Overcoming the Rare Word Problem for Low-Resource Language Pairs in Neural Machine Translation. KerGM: Kernelized Graph Matching. Adversarial AutoAugment. Towards a regul …

Paper Group ANR 207

January 30, 2020

Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval. A Training-free, One-shot Detection Framework For Geospatial Objects In Remote Sensing Images. Manufacturing Dispatching using Reinforcement and Transfer Learning. Causally Denoise Word Embeddings Using Half-Sibling Regression. Error bound of local minima and KL …

Paper Group ANR 216

January 30, 2020

Mean Field Analysis of Deep Neural Networks. EE-AE: An Exclusivity Enhanced Unsupervised Feature Learning Approach. A Simple Dual-decoder Model for Generating Response with Sentiment. SAG-VAE: End-to-end Joint Inference of Data Representations and Feature Relations. Spectral clustering in the weighted stochastic block model. Geometric Image Corresp …

Paper Group ANR 238

January 30, 2020

Creation and Evaluation of Datasets for Distributional Semantics Tasks in the Digital Humanities Domain. PAC-Bayes Analysis of Sentence Representation. Performance comparison of 3D correspondence grouping algorithm for 3D plant point clouds. Exploring the Role of Common Model of Cognition in Designing Adaptive Coaching Interactions for Health Behav …

Paper Group ANR 247

January 30, 2020

Logistic regression models for aggregated data. Quantifying Intrinsic Uncertainty in Classification via Deep Dirichlet Mixture Networks. Stochastic approximation with cone-contractive operators: Sharp $\ell_\infty$-bounds for $Q$-learning. Analysis of Deep Neural Networks with Quasi-optimal polynomial approximation rates. Optimal checkpointing for …

Paper Group ANR 261

January 30, 2020

Reconstructing Network Inputs with Additive Perturbation Signatures. 3D Reconstruction of Whole Stomach from Endoscope Video Using Structure-from-Motion. Semi-supervised Learning of Fetal Anatomy from Ultrasound. Offset Sampling Improves Deep Learning based Accelerated MRI Reconstructions by Exploiting Symmetry. Variable Neighborhood Search for the …

Paper Group ANR 263

January 30, 2020

Extreme Language Model Compression with Optimal Subwords and Shared Projections. Simultaneous Subspace Clustering and Cluster Number Estimating based on Triplet Relationship. SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads. Prediction with Unpredictable Feature Evolution. Permutation-invariant Feature Restructurin …

Paper Group ANR 280

January 30, 2020

A Benchmark on Tricks for Large-scale Image Retrieval. Multilayer Collaborative Low-Rank Coding Network for Robust Deep Subspace Discovery. What Question Answering can Learn from Trivia Nerds. Support and Invertibility in Domain-Invariant Representations. Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems. Hybri …

Paper Group ANR 286

January 30, 2020

ODN: Opening the Deep Network for Open-set Action Recognition. Towards Corner Case Detection for Autonomous Driving. Perils of Zero-Interaction Security in the Internet of Things. Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets. Peer-to-peer Federated Learning on Graphs. Evaluating Text-to-Image Matching …

Paper Group ANR 290

January 30, 2020

Incremental Online Spoken Language Understanding. Iterative Delexicalization for Improved Spoken Language Understanding. A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification. A Taxonomy of Channel Pruning Signals in CNNs. Energy-Aware Analog Aggregation for Federated Learning with Redundant Data. LivDet in Action - Fi …

Paper Group ANR 292

January 30, 2020

Iterative Dual Domain Adaptation for Neural Machine Translation. Learning Semantic Vector Representations of Source Code via a Siamese Neural Network. Policy Targeting under Network Interference. Phase-based Minimalist Parsing and complexity in non-local dependencies. Enhancing Remote Sensing Image Retrieval with Triplet Deep Metric Learning Networ …

Paper Group ANR 332

January 30, 2020

Weakly-supervised Compositional FeatureAggregation for Few-shot Recognition. Exact Recovery of Tensor Robust Principal Component Analysis under Linear Transforms. Long-Bone Fracture Detection using Artificial Neural Networks based on Line Features of X-ray Images. Hidden Markov Models derived from Behavior Trees. CircConv: A Structured Convolution …

Paper Group ANR 351

January 30, 2020

Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification. A deep learning approach for analyzing the composition of chemometric data. Increasing Expressivity of a Hyperspherical VAE. Real-Time Freespace Segmentation on Autonomous Robots for Detection of Obstacles and Drop-Offs. AC-Teach: A Bayesian Actor-Critic Method for Poli …

Paper Group ANR 374

January 30, 2020

A feasibility study of deep neural networks for the recognition of banknotes regarding central bank requirements. Detecting F-formations & Roles in Crowded Social Scenes with Wearables: Combining Proxemics & Dynamics using LSTMs. Guarantees for Sound Abstractions for Generalized Planning (Extended Paper). A Data Driven Approach to Learning The Hami …

Paper Group ANR 391

January 30, 2020

UVA: A Universal Variational Framework for Continuous Age Analysis. Real-Time Adversarial Attacks. Automatic Online Quality Control of Synthetic CTs. Early Discovery of Emerging Entities in Microblogs. Optimal Decision Making Under Strategic Behavior. Hierarchical Contextualized Representation for Named Entity Recognition. Scalable Fine-grained Gen …

Paper Group ANR 392

January 30, 2020

Transferable Recognition-Aware Image Processing. Improvement of Batch Normalization in Imbalanced Data. Theoretical Foundations of Defeasible Description Logics. Deep Generative Graph Distribution Learning for Synthetic Power Grids. Finding Your Voice: The Linguistic Development of Mental Health Counselors. JParaCrawl: A Large Scale Web-Based Engli …

Paper Group ANR 402

January 30, 2020

Towards Scalable Koopman Operator Learning: Convergence Rates and A Distributed Learning Algorithm. Learning Rhyming Constraints using Structured Adversaries. Terminology-based Text Embedding for Computing Document Similarities on Technical Content. Can NetGAN be improved on short random walks?. JANOS: An Integrated Predictive and Prescriptive Mode …

Paper Group ANR 421

January 30, 2020

Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction. A Review on Neural Network Models of Schizophrenia and Autism Spectrum Disorder. Intelligent Active Queue Management Using Explicit Congestion Notification. I Can See Clearly Now : Image Restoration via De-Raining. LSTM Networks Can Perform Dynamic Counting …

Paper Group ANR 438

January 30, 2020

A Model for Learned Bloom Filters, and Optimizing by Sandwiching. 360-Degree Textures of People in Clothing from a Single Image. SPA-GAN: Spatial Attention GAN for Image-to-Image Translation. Improving Scientific Article Visibility by Neural Title Simplification. Towards Robust Curve Text Detection with Conditional Spatial Expansion. A Tour of Conv …

Paper Group ANR 451

January 30, 2020

Benchmarking time series classification – Functional data vs machine learning approaches. Open Problem: The Oracle Complexity of Convex Optimization with Limited Memory. Scale-dependent Relationships in Natural Language. Anthropometric clothing measurements from 3D body scans. A flexible integer linear programming formulation for scheduling clinic …

Paper Group ANR 457

January 30, 2020

A Supervised Modified Hebbian Learning Method On Feed-forward Neural Networks. Towards meta-learning for multi-target regression problems. Fully-automated patient-level malaria assessment on field-prepared thin blood film microscopy images, including Supplementary Information. Rethinking Formal Models of Partially Observable Multiagent Decision Mak …

Paper Group ANR 463

January 30, 2020

Adversarial Generation of Handwritten Text Images Conditioned on Sequences. Why Blocking Targeted Adversarial Perturbations Impairs the Ability to Learn. Stochastic Prediction of Multi-Agent Interactions from Partial Observations. Workflow-Driven Distributed Machine Learning in CHASE-CI: A Cognitive Hardware and Software Ecosystem Community Infrast …

Paper Group ANR 464

January 30, 2020

Sampled Softmax with Random Fourier Features. Learning Nearly Decomposable Value Functions Via Communication Minimization. Hide and Speak: Deep Neural Networks for Speech Steganography. Smart Grid Cyber Attacks Detection using Supervised Learning and Heuristic Feature Selection. Interpretations of Deep Learning by Forests and Haar Wavelets. Learnin …

Paper Group ANR 470

January 30, 2020

A Data Science Approach for Honeypot Detection in Ethereum. How to Estimate the Ability of a Metaheuristic Algorithm to Guide Heuristics During Optimization. 3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation. Understanding the Limitations of CNN-based Absolute Camera Pose Regression. Interestingness Elements for Explain …

Paper Group ANR 484

January 29, 2020

ID3 Learns Juntas for Smoothed Product Distributions. CloudifierNet – Deep Vision Models for Artificial Image Processing. SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval. Complex Evolution Recurrent Neural Networks (ceRNNs). Robust conditional GANs under missing or uncertain labels. Equiprobable mappings in weight …

Paper Group ANR 486

January 29, 2020

Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach. Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation. A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification. A Concert-planning Tool for Independent Musicians by Machine Learning Models. ICSTra …

Paper Group ANR 500

January 29, 2020

Forecasting the Success of Television Series using Machine Learning. Android Botnet Detection using Convolutional Neural Networks. Projecting “better than randomly”: How to reduce the dimensionality of very large datasets in a way that outperforms random projections. Constructing the F-Graph with a Symmetric Constraint for Subspace Clustering. Arch …