Word Embeddings

Paper Group ANR 397

January 30, 2020

Markov chain Monte Carlo algorithms with sequential proposals. On-Device Neural Net Inference with Mobile GPUs. Contrast Phase Classification with a Generative Adversarial Network. Zero-Shot Sign Language Recognition: Can Textual Data Uncover Sign Languages?. Biologically inspired architectures for sample-efficient deep reinforcement learning. Prun …

Paper Group ANR 400

January 30, 2020

Dense Dilated Network with Probability Regularized Walk for Vessel Detection. Normalized Flat Minima: Exploring Scale Invariant Definition of Flat Minima for Neural Networks using PAC-Bayesian Analysis. Efficient crowdsourcing of crowd-generated microtasks. A new algorithm for shape matching and pattern recognition using dynamic programming. Evalua …

Paper Group ANR 403

January 30, 2020

Efficient Kernel-based Subsequence Search for User Identification from Walking Activity. Unsupervised Construction of Knowledge Graphs From Text and Code. Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines. Bayesian Receiver Operating Characteristic Metric for Linear Class …

Paper Group ANR 411

January 30, 2020

Controlling biases and diversity in diverse image-to-image translation. Simple and Almost Assumption-Free Out-of-Sample Bound for Random Feature Mapping. Great New Design: How Do We Talk about Media Architecture in Social Media. Learning Representations and Agents for Information Retrieval. Chinese Embedding via Stroke and Glyph Information: A Dual …

Paper Group ANR 412

January 30, 2020

Using Dimensionality Reduction to Optimize t-SNE. Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs. Uncertainty-based graph convolutional networks for organ segmentation refinement. Word embeddings for idiolect identification. CN-Probase: A Data-driven Approach for Large-scale Chinese Taxonomy Constructio …

Paper Group ANR 413

January 30, 2020

Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition. Black-Box Complexity of the Binary Value Function. Bridging the Gap between Training and Inference for Neural Machine Translation. Characterizing the impact of geometric properties of word embeddings on task performance. The Role of Interactivity in Local Differential Priv …

Paper Group ANR 414

January 30, 2020

Analyzing Periodicity and Saliency for Adult Video Detection. A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models. A Hybrid Cooperative Co-evolution Algorithm Framework for Opti …

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 424

January 30, 2020

LMVP: Video Predictor with Leaked Motion Information. A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning. A concrete example of inclusive design: deaf-oriented accessibility. Domain-Relevant Embeddings for Medical Question Similarity. Traditional Machine Learning for Pitch Detection. Neural Rerendering in the Wild. Cor …

Paper Group ANR 433

January 30, 2020

Deep Sparse Coding for Non-Intrusive Load Monitoring. Clustering Uncertain Data via Representative Possible Worlds with Consistency Learning. Resource production of written forms of Sign Languages by a user-centered editor, SWift (SignWriting improved fast transcriber). Intelligent Systems Design for Malware Classification Under Adversarial Conditi …

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 442

January 30, 2020

Unsupervised Deformable Image Registration Using Cycle-Consistent CNN. Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection. Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2. Beyond The Wall Street Journal: Anchoring and Comparing Discourse Signals across Genres. Fus …

Paper Group ANR 447

January 30, 2020

Band-limited Training and Inference for Convolutional Neural Networks. Learning Probably Approximately Correct Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces. Active Scene Understanding via Online Semantic Reconstruction. Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos. BARISTA: Efficient and Scal …

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 458

January 30, 2020

Using Videos to Evaluate Image Model Robustness. Sub-pixel matching method for low-resolution thermal stereo images. Neural Architecture based on Fuzzy Perceptual Representation For Online Multilingual Handwriting Recognition. A Collaborative Framework for High-Definition Mapping. Separating Argument Structure from Logical Structure in AMR. Taking …

Paper Group ANR 471

January 30, 2020

Music Recommendations in Hyperbolic Space: An Application of Empirical Bayes and Hierarchical Poincaré Embeddings. Deep Transfer Learning for Thermal Dynamics Modeling in Smart Buildings. Noiseless Privacy. PI-GAN: Learning Pose Independent representations for multiple profile face synthesis. Distributed Vector Representations of Folksong Motifs. I …

Paper Group ANR 472

January 30, 2020

OffWorld Gym: open-access physical robotics environment for real-world reinforcement learning benchmark and research. GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil MRI Reconstruction. Recognising Agreement and Disagreement between Stances with Reason Comparing Networks. Towards Integrating Formal Verification of Autonomous …

Paper Group ANR 485

January 29, 2020

HEAD-QA: A Healthcare Dataset for Complex Reasoning. Statistical Agnostic Mapping: a Framework in Neuroimaging based on Concentration Inequalities. Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks. SGD: Decentralized Byzantine Resilience. EPNAS: Efficient Progressive Neural Architecture Search. Sensor Fusion: Gate …

Paper Group ANR 492

January 29, 2020

Categorization in the Wild: Generalizing Cognitive Models to Naturalistic Data across Languages. What do you mean, BERT? Assessing BERT as a Distributional Semantics Model. Solving Inverse Wave Scattering with Deep Learning. A Survey on Neural Machine Reading Comprehension. OrderNet: Ordering by Example. Exact high-dimensional asymptotics for Suppo …

Paper Group ANR 504

January 29, 2020

Unsupervised Discovery of Parts, Structure, and Dynamics. Stratum: A Serverless Framework for Lifecycle Management of Machine Learning based Data Analytics Tasks. A Multi-Domain Feature Learning Method for Visual Place Recognition. Sampling Humans for Optimizing Preferences in Coloring Artwork. INTERACTION Dataset: An INTERnational, Adversarial and …

Paper Group ANR 505

January 29, 2020

Lightweight Residual Network for The Classification of Thyroid Nodules. Brain MRI Segmentation using Rule-Based Hybrid Approach. Heterogeneity-Aware Asynchronous Decentralized Training. Human-Centered Artificial Intelligence and Machine Learning. The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision. …

Paper Group ANR 512

January 29, 2020

Joint Block Low Rank and Sparse Matrix Recovery in Array Self-Calibration Off-Grid DoA Estimation. Sketch-Driven Regular Expression Generation from Natural Language and Examples. Leveraging human Domain Knowledge to model an empirical Reward function for a Reinforcement Learning problem. Non-Autoregressive Transformer Automatic Speech Recognition. …

Paper Group ANR 513

January 29, 2020

An Application of Generative Adversarial Networks for Super Resolution Medical Imaging. High Speed Cognitive Domain Ontologies for Asset Allocation Using Loihi Spiking Neurons. Towards Monitoring Parkinson’s Disease Following Drug Treatment: CGP Classification of rs-MRI Data. Codes, Functions, and Causes: A Critique of Brette’s Conceptual Analysis …

Paper Group ANR 514

January 29, 2020

Smoke Sky – Exploring New Frontiers of Unmanned Aerial Systems for Wildland Fire Science and Applications. A New Clustering Method Based on Morphological Operations. Play and Prune: Adaptive Filter Pruning for Deep Model Compression. A Unified Theory of SGD: Variance Reduction, Sampling, Quantization and Coordinate Descent. Vispi: Automatic Visual …

Paper Group ANR 518

January 29, 2020

Self-supervised Data Bootstrapping for Deep Optical Character Recognition of Identity Documents. Bayesian Curiosity for Efficient Exploration in Reinforcement Learning. Attention-based Fusion for Multi-source Human Image Generation. Towards non-toxic landscapes: Automatic toxic comment detection using DNN. Multimodal deep networks for text and imag …

Paper Group ANR 529

January 29, 2020

Seeing and Hearing Egocentric Actions: How Much Can We Learn?. ADEPOS: A Novel Approximate Computing Framework for Anomaly Detection Systems and its Implementation in 65nm CMOS. Deep density ratio estimation for change point detection. Towards Distributed Logic Programming based on Computability Logic. On Simulation and Trajectory Prediction with G …

Paper Group ANR 533

January 29, 2020

Prediction and optimization of mechanical properties of composites using convolutional neural networks. Learning to Clean: A GAN Perspective. An encoding framework with brain inner state for natural image identification. Does Knowledge Transfer Always Help to Learn a Better Policy?. Likelihood Ratios and Generative Classifiers for Unsupervised Out- …

Paper Group ANR 534

January 29, 2020

Visual Space Optimization for Zero-shot Learning. Semantics to Space(S2S): Embedding semantics into spatial space for zero-shot verb-object query inferencing. Degrees of Freedom Analysis of Unrolled Neural Networks. Control-Tutored Reinforcement Learning. Joint Concept Matching based Learning for Zero-Shot Recognition. Forget the Learning Rate, Dec …