tensorflow

Paper Group ANR 697

January 29, 2020

Addressing Ambiguity of Emotion Labels Through Meta-Learning. Efficient Approximate Inference with Walsh-Hadamard Variational Inference. Nearly Optimal Algorithms for Piecewise-Stationary Cascading Bandits. Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction. Conditional Mutual Infor …

Paper Group ANR 726

January 29, 2020

An Argumentation-Based Reasoner to Assist Digital Investigation and Attribution of Cyber-Attacks. CNN-Based PET Sinogram Repair to Mitigate Defective Block Detectors. On Learning from Ghost Imaging without Imaging. Enhanced Seismic Imaging with Predictive Neural Networks for Geophysics. Summarization and Visualization of Large Volumes of Broadcast …

Paper Group ANR 745

January 29, 2020

Multi-Kernel Filtering for Nonstationary Noise: An Extension of Bilateral Filtering Using Image Context. Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks. Biomedical Image Segmentation by Retina-like Sequential Attention Mechanism Using Only A Few Training Images. Deep 3D-Zoom Net: Unsupervised Le …

Paper Group ANR 752

January 29, 2020

A Robust Iris Authentication System on GPU-Based Edge Devices using Multi-Modalities Learning Model. Alignment Free and Distortion Robust Iris Recognition. Optimized data exploration applied to the simulation of a chemical process. Only Time Can Tell: Discovering Temporal Data for Temporal Modeling. Merging variables: one technique of search in pse …

Paper Group ANR 1012

January 28, 2020

To each route its own ETA: A generative modeling framework for ETA prediction. A Novel Monocular Disparity Estimation Network with Domain Transformation and Ambiguity Learning. SeCoST: Sequential Co-Supervision for Weakly Labeled Audio Event Detection. Model selection for high-dimensional linear regression with dependent observations. EAST: Encodin …

Paper Group ANR 1042

January 28, 2020

Video Captioning with Text-based Dynamic Attention and Step-by-Step Learning. An adaptive stochastic optimization algorithm for resource allocation. Safe Sample Screening for Robust Support Vector Machine. The Bach Doodle: Approachable music composition with machine learning at scale. Semantics of higher-order probabilistic programs with conditioni …

Paper Group ANR 1055

January 28, 2020

Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model. Deep Q-Network for Angry Birds. A survey on intrinsic motivation in reinforcement learning. Recommending investors for new startups by integrating network diffusion and investors’ domain preference. Crowd Transformer Network. FlowSAN: Privacy-enhancing Semi-Adversarial Ne …

Paper Group ANR 1057

January 28, 2020

Discovering topics with neural topic models built from PLSA assumptions. Frustratingly Poor Performance of Reading Comprehension Models on Non-adversarial Examples. Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models. The FRENK Datasets of Socially Unacceptable Discourse in Slovene and English. DeepCenterline: a Multi-task Fully Convolu …

Paper Group ANR 775

January 28, 2020

CompenNet++: End-to-end Full Projector Compensation. Black-box constructions for exchangeable sequences of random multisets. HapPenIng: Happen, Predict, Infer – Event Series Completion in a Knowledge Graph. NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data. PRNet: Self-Supervised Learning for …

Paper Group ANR 824

January 28, 2020

Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time). Self-Organizing Maps with Variable Input Length for Motif Discovery and Word Segmentation. Online Multiple Pedestrian Tracking using Deep Temporal Appearance Matching Association. Reinforced Genetic Algorithm Learning for Optimizing Computation …

Paper Group ANR 835

January 28, 2020

Robust Triple-Matrix-Recovery-Based Auto-Weighted Label Propagation for Classification. Secure Evaluation of Quantized Neural Networks. Spiking Neural Network based Region Proposal Networks for Neuromorphic Vision Sensors. Same-Cluster Querying for Overlapping Clusters. Compositional Temporal Visual Grounding of Natural Language Event Descriptions. …

Paper Group ANR 859

January 28, 2020

Unsupervised Primitive Discovery for Improved 3D Generative Modeling. Behavior Planning of Autonomous Cars with Social Perception. Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model. Neural networks for option pricing and hedging: a literature review. Focusing and Diffusion: Bidirectional Attentive Graph Convoluti …

Paper Group ANR 868

January 28, 2020

High-Level Perceptual Similarity is Enabled by Learning Diverse Tasks. Identity Preserve Transform: Understand What Activity Classification Models Have Learnt. Library network, a possible path to explainable neural networks. UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization. Optimal Exploitation of Clust …

Paper Group ANR 871

January 28, 2020

Deep Learning on Mobile Devices - A Review. Fourier Phase Retrieval with Extended Support Estimation via Deep Neural Network. Slim DensePose: Thrifty Learning from Sparse Annotations and Motion Cues. ThumbNet: One Thumbnail Image Contains All You Need for Recognition. Disentangling Redundancy for Multi-Task Pruning. Lsh-sampling Breaks the Computat …

Paper Group ANR 906

January 28, 2020

Optimality of Spectral Clustering for Gaussian Mixture Model. On the connections between algorithmic regularization and penalization for convex losses. Human Activity Recognition Using Visual Object Detection. Fault-Diagnosing SLAM for Varying Scale Change Detection. KBQA: Learning Question Answering over QA Corpora and Knowledge Bases. Competing T …

Paper Group ANR 924

January 28, 2020

Limitations of Pinned AUC for Measuring Unintended Bias. C2AE: Class Conditioned Auto-Encoder for Open-set Recognition. A Review on Automatic License Plate Recognition System. Exploiting weak ties in trust-based recommender systems using regular equivalence. A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates. Maximum Expected Hit …

Paper Group ANR 929

January 28, 2020

Ray Interference: a Source of Plateaus in Deep Reinforcement Learning. Incorporating End-to-End Speech Recognition Models for Sentiment Analysis. Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning. Deep Image Deraining Via Intrinsic Rainy Image Priors and Multi-scale Auxiliary Decoding. Sha …

Paper Group ANR 950

January 28, 2020

XCMRC: Evaluating Cross-lingual Machine Reading Comprehension. Lung CT Imaging Sign Classification through Deep Learning on Small Data. Probabilistic Decoupling of Labels in Classification. Age and gender bias in pedestrian detection algorithms. Confidence regions and minimax rates in outlier-robust estimation on the probability simplex. Egocentric …

Paper Group ANR 956

January 28, 2020

Complete Dictionary Learning via $\ell^4$-Norm Maximization over the Orthogonal Group. OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge. Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge. Interaction-aware Decision Making with Adaptive Strategies under Merging Scenarios. Aski …

Paper Group ANR 970

January 28, 2020

Approximation capabilities of neural networks on unbounded domains. Time/Accuracy Tradeoffs for Learning a ReLU with respect to Gaussian Marginals. Hybrid Deep Network for Anomaly Detection. Attention-Aware Linear Depthwise Convolution for Single Image Super-Resolution. How to Pick the Best Source Data? Measuring Transferability for Heterogeneous D …

Paper Group ANR 980

January 28, 2020

Breast Tumor Cellularity Assessment using Deep Neural Networks. A Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data. Machine learning Calabi-Yau metrics. Inverse Graphics: Unsupervised Learning of 3D Shapes from Single Images. Learning Open Information Extraction of Implicit Relations from Reading Comprehension Data …

Paper Group ANR 998

January 28, 2020

A note on ‘A fully parallel 3D thinning algorithm and its applications’. Provably Correct Learning Algorithms in the Presence of Time-Varying Features Using a Variational Perspective. Estimation of Tissue Oxygen Saturation from RGB images and Sparse Hyperspectral Signals based on Conditional Generative Adversarial Network. Assembly line balancing w …

Paper Group ANR 999

January 28, 2020

Increasing the Generalisation Capacity of Conditional VAEs. Unsupervised Question Answering by Cloze Translation. A Comparative Analysis of the Optimization and Generalization Property of Two-layer Neural Network and Random Feature Models Under Gradient Descent Dynamics. Cross-Modal Data Programming Enables Rapid Medical Machine Learning. Plain Eng …

Paper Group ANR 1082

January 27, 2020

Designing Game of Theorems. Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering. TensorFlow Eager: A Multi-Stage, Python-Embedded DSL for Machine Learning. Grouping Capsules Based Different Types. 3D Hand Shape and Pose from Images in the Wild. StacNAS: Towards Stable and Consistent Differentiable Neural Architec …

Paper Group ANR 1109

January 27, 2020

A novel algorithm for segmentation of leukocytes in peripheral blood. Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach. Efficient Adversarial Training with Transferable Adversarial Examples. Visual Rhythm Prediction with Feature-Aligning Network. Long-Range Indoor Navigation with PRM-RL. Quantum Expectation- …

Paper Group ANR 1115

January 27, 2020

Sequential Learning of Convolutional Features for Effective Text Classification. Local Distribution Obfuscation via Probability Coupling. Visual Backpropagation. Federated Learning for Coalition Operations. A Review of Visual Trackers and Analysis of its Application to Mobile Robot. Adaptive Variance for Changing Sparse-Reward Environments. Deep Re …

Paper Group ANR 1119

January 27, 2020

Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search. Causal inference with Bayes rule. Exploring Semi-supervised Variational Autoencoders for Biomedical Relation Extraction. Fast Bayesian Uncertainty Estimation of Batch Normalized Single Image Super-Resolution Network. Automated detection of celiac disease on duodenal biopsy slides: …

Paper Group ANR 1138

January 27, 2020

An Effective and Efficient Method for Detecting Hands in Egocentric Videos for Rehabilitation Applications. Human-Robot Collaboration via Deep Reinforcement Learning of Real-World Interactions. 26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone. Texture CNN for Histopathological Image Classification. PAC Identi …