Speech Recognition

Paper Group ANR 482

Paper Group ANR 482

July 27, 2019

Decoding visemes: improving machine lipreading. Accelerating recurrent neural network training using sequence bucketing and multi-GPU data parallelization. A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection. End-To-End Face Detection and Recognition. Make Your Bone Great Again : A s …
Paper Group ANR 483

Paper Group ANR 483

July 27, 2019

FADO: A Deterministic Detection/Learning Algorithm. Entropic Trace Estimates for Log Determinants. Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks. Multiscale sequence modeling with a learned dictionary. Dual-fisheye lens stitching for 360-degree imaging. Super-Resolution of Wavelet-Encoded Images. Memory-Efficient Gl …
Paper Group ANR 486

Paper Group ANR 486

July 27, 2019

A Taught-Obesrve-Ask (TOA) Method for Object Detection with Critical Supervision. DCTM: Discrete-Continuous Transformation Matching for Semantic Flow. Highly Efficient Human Action Recognition with Quantum Genetic Algorithm Optimized Support Vector Machine. Human perception in computer vision. Airway segmentation from 3D chest CT volumes based on v …
Paper Group ANR 490

Paper Group ANR 490

July 27, 2019

Towards Automatic Generation of Entertaining Dialogues in Chinese Crosstalks. Pattern recognition techniques for Boson Sampling validation. Large scale digital prostate pathology image analysis combining feature extraction and deep neural network. Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions. LIUM-CVC Submis …
Paper Group ANR 494

Paper Group ANR 494

July 27, 2019

3D Trajectory Reconstruction of Dynamic Objects Using Planarity Constraints. ByRDiE: Byzantine-resilient distributed coordinate descent for decentralized learning. Hyperprior on symmetric Dirichlet distribution. FPGA based Parallelized Architecture of Efficient Graph based Image Segmentation Algorithm. Debiased distributed learning for sparse parti …
Paper Group ANR 495

Paper Group ANR 495

July 27, 2019

Defect detection for patterned fabric images based on GHOG and low-rank decomposition. Variational Inference via Transformations on Distributions. OmniArt: Multi-task Deep Learning for Artistic Data Analysis. One Size Fits Many: Column Bundle for Multi-X Learning. Can We Teach Computers to Understand Art? Domain Adaptation for Enhancing Deep Networ …
Paper Group ANR 498

Paper Group ANR 498

July 27, 2019

Local Shape Spectrum Analysis for 3D Facial Expression Recognition. Towards life cycle identification of malaria parasites using machine learning and Riemannian geometry. Dualing GANs. Stochastic Gradient Descent in Continuous Time: A Central Limit Theorem. Improving Network Robustness against Adversarial Attacks with Compact Convolution. Block mod …
Paper Group ANR 499

Paper Group ANR 499

July 27, 2019

Experimental results : Reinforcement Learning of POMDPs using Spectral Methods. Open-World Visual Recognition Using Knowledge Graphs. Building competitive direct acoustics-to-word models for English conversational speech recognition. Learning to Play Othello with Deep Neural Networks. Direct Acoustics-to-Word Models for English Conversational Speec …
Paper Group ANR 514

Paper Group ANR 514

July 27, 2019

Graph Centrality Measures for Boosting Popularity-Based Entity Linking. An efficient quantum algorithm for generative machine learning. Enhanced Quantum Synchronization via Quantum Machine Learning. Quantum autoencoders via quantum adders with genetic algorithms. Quantum machine learning: a classical perspective. Mining Supervisor Evaluation and Pe …
Paper Group ANR 520

Paper Group ANR 520

July 27, 2019

Orthogonal and Idempotent Transformations for Learning Deep Neural Networks. Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning. Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification. Mostly Exploration-Free Algorithms for Contextual Bandits. A Probabilistic Linear Genetic Programming …
Paper Group ANR 531

Paper Group ANR 531

July 27, 2019

A Comprehensive Survey on Bengali Phoneme Recognition. Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation. Simplified Long Short-term Memory Recurrent Neural Networks: part III. Fingerprint Orientation Refinement through Iterative Smoothing. Converting Cascade-Correlation Neural Nets into Probabilistic …
Paper Group ANR 538

Paper Group ANR 538

July 27, 2019

Leveraging Deep Neural Network Activation Entropy to cope with Unseen Data in Speech Recognition. Three-dimensional planar model estimation using multi-constraint knowledge based on k-means and RANSAC. Efficient and Invariant Convolutional Neural Networks for Dense Prediction. Between Homomorphic Signal Processing and Deep Neural Networks: Construc …
Paper Group ANR 541

Paper Group ANR 541

July 27, 2019

PixelNN: Example-based Image Synthesis. Efficient Online Linear Optimization with Approximation Algorithms. Cooperative Hierarchical Dirichlet Processes: Superposition vs. Maximization. Modeling Events as Machines. Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery. DeepAPT: Nation-State APT Attribut …
Paper Group ANR 542

Paper Group ANR 542

July 27, 2019

Backpropagation generalized for output derivatives. A Computational Model of Afterimages based on Simultaneous and Successive Contrasts. Erratum: Link prediction in drug-target interactions network using similarity indices. An Effective Training Method For Deep Convolutional Neural Network. Improving Multilingual Named Entity Recognition with Wikip …
Paper Group ANR 548

Paper Group ANR 548

July 27, 2019

An Automatic Solver for Very Large Jigsaw Puzzles Using Genetic Algorithms. Class-specific image denoising using importance sampling. Scalable synthesis of safety certificates from data with application to learning-based control. Attentive Recurrent Comparators. Causal Consistency of Structural Equation Models. Action-Attending Graphic Neural Netwo …
Paper Group ANR 555

Paper Group ANR 555

July 27, 2019

Block-Sparse Recurrent Neural Networks. Sparse Neural Networks Topologies. Using Optimal Ratio Mask as Training Target for Supervised Speech Separation. Learning Unified Embedding for Apparel Recognition. A Survey on Content-Aware Video Analysis for Sports. Large-scale Datasets: Faces with Partial Occlusions and Pose Variations in the Wild. The CLa …
Paper Group ANR 557

Paper Group ANR 557

July 27, 2019

Predicting Yelp Star Reviews Based on Network Structure with Deep Learning. Bidirectional American Sign Language to English Translation. A case study on using speech-to-translation alignments for language documentation. Discriminative convolutional Fisher vector network for action recognition. Neural network augmented inverse problems for PDEs. Fin …
Paper Group ANR 558

Paper Group ANR 558

July 27, 2019

Soft + Hardwired Attention: An LSTM Framework for Human Trajectory Prediction and Abnormal Event Detection. Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments. Deep Regression Bayesian Network and Its Applications. Residual Convolutional CTC Networks for Automatic Speech Recognition. Energy Propagation i …
Paper Group ANR 565

Paper Group ANR 565

July 27, 2019

Learning Gaussian Graphical Models Using Discriminated Hub Graphical Lasso. Traffic Optimization For a Mixture of Self-interested and Compliant Agents. Invariant components of synergy, redundancy, and unique information among three variables. Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems. A Voting-Based Syst …
Paper Group ANR 570

Paper Group ANR 570

July 27, 2019

Optimizing Long Short-Term Memory Recurrent Neural Networks Using Ant Colony Optimization to Predict Turbine Engine Vibration. Item Recommendation with Evolving User Preferences and Experience. On weight initialization in deep neural networks. Video Captioning with Guidance of Multimodal Latent Topics. Feature uncertainty bounding schemes for large …
Paper Group ANR 571

Paper Group ANR 571

July 27, 2019

A Survey of Structure from Motion. From Review to Rating: Exploring Dependency Measures for Text Classification. Houdini: Fooling Deep Structured Prediction Models. Exponential error rates of SDP for block models: Beyond Grothendieck’s inequality. Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast …
Paper Group ANR 572

Paper Group ANR 572

July 27, 2019

Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging. Syllable-level Neural Language Model for Agglutinative Language. VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem. Nuclear Discrepancy for Active Learning. What is (missing or wrong) in the scene? A Hybrid Deep Boltzmann Machine For Contextualized Scene Mo …
Paper Group ANR 573

Paper Group ANR 573

July 27, 2019

From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning. Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net. The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages. Reconstruction of Word Embeddings from Sub-Word Parameters. Disentangled Representations via Syn …
Paper Group ANR 578

Paper Group ANR 578

July 27, 2019

Medical Image Retrieval using Deep Convolutional Neural Network. Multi-Task Learning for Contextual Bandits. Using Program Induction to Interpret Transition System Dynamics. Fine Grained Citation Span for References in Wikipedia. RUM: network Representation learning throUgh Multi-level structural information preservation. Analysis of supervised and …
Paper Group ANR 582

Paper Group ANR 582

July 27, 2019

Online Learning Without Prior Information. Agnostic Learning by Refuting. Multiscale Residual Mixture of PCA: Dynamic Dictionaries for Optimal Basis Learning. Efficient Online Inference for Infinite Evolutionary Cluster models with Applications to Latent Social Event Discovery. Peduncle Detection of Sweet Pepper for Autonomous Crop Harvesting - Com …
Paper Group ANR 585

Paper Group ANR 585

July 27, 2019

A Convenient Category for Higher-Order Probability Theory. Learning Word Embeddings from the Portuguese Twitter Stream: A Study of some Practical Aspects. A Deep Incremental Boltzmann Machine for Modeling Context in Robots. Bollywood Movie Corpus for Text, Images and Videos. Developing the Path Signature Methodology and its Application to Landmark- …
Paper Group ANR 586

Paper Group ANR 586

July 27, 2019

Multi-Planar Deep Segmentation Networks for Cardiac Substructures from MRI and CT. Reinforcement learning techniques for Outer Loop Link Adaptation in 4G/5G systems. SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient. On the Fine-Grained Complexity of Empirical Risk Minimization: Kernel Methods and Neural Networ …
Paper Group ANR 598

Paper Group ANR 598

July 27, 2019

Self-Taught Support Vector Machine. Gaussian Process Regression for Arctic Coastal Erosion Forecasting. Evaluating Noisy Optimisation Algorithms: First Hitting Time is Problematic. Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption. High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portra …