Transfer Learning

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 902

October 17, 2019

Neural Variational Hybrid Collaborative Filtering. Dynamic learning rate using Mutual Information. Algorithmic Linearly Constrained Gaussian Processes. A Fuzzy Community-Based Recommender System Using PageRank. Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery?. Versatile Auxiliary Regressor with Generative Adversaria …

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 907

October 17, 2019

Multi Instance Learning For Unbalanced Data. Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline. Whole Brain Susceptibility Mapping Using Harmonic Incompatibility Removal. Graph Convolutional Neural Networks based on Quantum Vertex Saliency. Rethinking clinical prediction: Wh …

Paper Group ANR 913

October 17, 2019

Incorporating Structured Commonsense Knowledge in Story Completion. Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input. Accurate 3-D Reconstruction with RGB-D Cameras using Depth Map Fusion and Pose Refinement. Adversarial Example Decomposition. Uncertainty Quantification in CNN-Based Surface Prediction Using Shap …

Paper Group ANR 915

October 17, 2019

Representation Learning over Dynamic Graphs. Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens. Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery. Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition. MIRIAM: A Multimodal Chat-Based Interface for Autonomous Syste …

Paper Group ANR 923

October 17, 2019

Fast and Accurate Semantic Mapping through Geometric-based Incremental Segmentation. Entanglement-guided architectures of machine learning by quantum tensor network. Zoom: SSD-based Vector Search for Optimizing Accuracy, Latency and Memory. The Evolution of Sex Chromosomes through the Baldwin Effect. Graphical Convergence of Subgradients in Nonconv …

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 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 941

October 17, 2019

CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge. Enhanced Machine Learning Techniques for Early HARQ Feedback Prediction in 5G. Binary output layer of feedforward neural networks for solving multi-class classification problems. Optimizing Variational Quantum Circuits using Evolution Strategies. Dropout durin …

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 944

October 17, 2019

Fast Optimal Bandwidth Selection for RBF Kernel using Reproducing Kernel Hilbert Space Operators for Kernel Based Classifiers. Deep State Space Models for Unconditional Word Generation. MedAL: Deep Active Learning Sampling Method for Medical Image Analysis. Eliminating Latent Discrimination: Train Then Mask. Physics-constrained, data-driven discove …

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 …

Paper Group ANR 953

October 17, 2019

Finite Biased Teaching with Infinite Concept Classes. GP-RVM: Genetic Programing-based Symbolic Regression Using Relevance Vector Machine. Deep Spatial Feature Reconstruction for Partial Person Re-identification: Alignment-Free Approach. Is Q-learning Provably Efficient?. Smooth Inter-layer Propagation of Stabilized Neural Networks for Classificati …

Paper Group ANR 954

October 17, 2019

Recovery of Noisy Points on Band-limited Surfaces: Kernel Methods Re-explained. Learning to Localize Sound Source in Visual Scenes. A chemical language based approach for protein - ligand interaction prediction. Deep Confidence: A Computationally Efficient Framework for Calculating Reliable Errors for Deep Neural Networks. On the Learning of Deep L …

Paper Group ANR 962

October 17, 2019

An Application of HodgeRank to Online Peer Assessment. Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning. Think Visually: Question Answering through Virtual Imagery. Investigations on Knowledge Base Embedding for Relation Prediction and Extraction. On Coresets for Logistic Regression. The role of grammar in transition-pr …

Paper Group ANR 963

October 17, 2019

Zero-Resource Neural Machine Translation with Multi-Agent Communication Game. Noise generation for compression algorithms. Text-Independent Speaker Verification Based on Deep Neural Networks and Segmental Dynamic Time Warping. CAAD 2018: Iterative Ensemble Adversarial Attack. Estimation and Restoration of Compositional Degradation Using Convolution …

Paper Group ANR 965

October 17, 2019

Introducing Quantum-Like Influence Diagrams for Violations of the Sure Thing Principle. Domain Randomization for Scene-Specific Car Detection and Pose Estimation. Improving GANs Using Optimal Transport. Deep Imitative Models for Flexible Inference, Planning, and Control. Optimization of computational budget for power system risk assessment. Limitat …

Paper Group ANR 967

October 17, 2019

A Cell-Division Search Technique for Inversion with Application to Picture-Discovery and Magnetotellurics. Explainable Neural Networks based on Additive Index Models. Cubic Range Error Model for Stereo Vision with Illuminators. A Unified Probabilistic Model for Learning Latent Factors and Their Connectivities from High-Dimensional Data. Approximati …

Paper Group ANR 968

October 17, 2019

Multi-Level Sensor Fusion with Deep Learning. Three-Dimensional GPU-Accelerated Active Contours for Automated Localization of Cells in Large Images. Fine-Grained Attention Mechanism for Neural Machine Translation. Deep-6DPose: Recovering 6D Object Pose from a Single RGB Image. Expressivity in TTS from Semantics and Pragmatics. Predictive Process Mo …

Paper Group ANR 969

October 17, 2019

Probabilistic design of a molybdenum-base alloy using a neural network. Out-distribution training confers robustness to deep neural networks. Resampling Forgery Detection Using Deep Learning and A-Contrario Analysis. Temporal and volumetric denoising via quantile sparse image prior. Highly accurate model for prediction of lung nodule malignancy wit …

Paper Group ANR 970

October 17, 2019

Detecting Hate Speech and Offensive Language on Twitter using Machine Learning: An N-gram and TFIDF based Approach. An Imprecise Probabilistic Estimator for the Transition Rate Matrix of a Continuous-Time Markov Chain. Adapting End-to-End Neural Speaker Verification to New Languages and Recording Conditions with Adversarial Training. Adversarial Tr …

Paper Group ANR 972

October 17, 2019

Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation. Deep Learning Super-Resolution Enables Rapid Simultaneous Morphological and Quantitative Magnetic Resonance Imaging. Seq2Slate: Re-ranking and Slate Optimization with RNNs. Large Scale Clustering with Va …

Paper Group ANR 1003

October 16, 2019

Uncertainty Sampling is Preconditioned Stochastic Gradient Descent on Zero-One Loss. Toward Extractive Summarization of Online Forum Discussions via Hierarchical Attention Networks. Information Maximizing Exploration with a Latent Dynamics Model. Deep Adaptive Learning for Writer Identification based on Single Handwritten Word Images. Fine-tuning t …

Paper Group ANR 1008

October 16, 2019

Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations. AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks. Unified recurrent neural network for many feature types. Opinion Spam Recognition Method for Online Reviews using Ontological Features. Multi-task Learning for Universal Sent …

Paper Group ANR 1010

October 16, 2019

Real-time Road Traffic Information Detection Through Social Media. Examining the Tip of the Iceberg: A Data Set for Idiom Translation. Understanding the Importance of Single Directions via Representative Substitution. Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks. Automatic Language Identification for Romance La …

Paper Group ANR 1011

October 16, 2019

A Virtual Testbed for Critical Incident Investigation with Autonomous Remote Aerial Vehicle Surveying, Artificial Intelligence, and Decision Support. Noise Flooding for Detecting Audio Adversarial Examples Against Automatic Speech Recognition. Graph-based Deep-Tree Recursive Neural Network (DTRNN) for Text Classification. Visual Psychophysics for M …

Paper Group ANR 1013

October 16, 2019

A Comprehensive Survey of Deep Learning for Image Captioning. Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention. Arianna+: Scalable Human Activity Recognition by Reasoning with a Network of Ontologies. Linear Span Network for Object Skeleton Detection. State-space analysis of an Ising model reveal …