Speech Recognition

Paper Group AWR 179

Paper Group AWR 179

July 29, 2019

Language Bootstrapping: Learning Word Meanings From Perception-Action Association. Reconstructing Video from Interferometric Measurements of Time-Varying Sources. Adversarial Sets for Regularising Neural Link Predictors. SAM: Semantic Attribute Modulation for Language Modeling and Style Variation. OptNet: Differentiable Optimization as a Layer in N …
Paper Group AWR 189

Paper Group AWR 189

July 29, 2019

Computer vision-based food calorie estimation: dataset, method, and experiment. A Statistical Comparison of Some Theories of NP Word Order. Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks. Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning. Extreme 3D Face Reconstr …
Paper Group AWR 192

Paper Group AWR 192

July 29, 2019

Robust Registration of Gaussian Mixtures for Colour Transfer. Transfer Learning for Speech Recognition on a Budget. Get To The Point: Summarization with Pointer-Generator Networks. Eye In-Painting with Exemplar Generative Adversarial Networks. Progressive Learning for Systematic Design of Large Neural Networks. Learning to Find Good Correspondences …
Paper Group AWR 194

Paper Group AWR 194

July 29, 2019

Efficient Policy Learning. Bayesian Optimization for Probabilistic Programs. Dendritic error backpropagation in deep cortical microcircuits. Reinforcement Learning with Deep Energy-Based Policies. Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary. A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networ …
Paper Group AWR 198

Paper Group AWR 198

July 29, 2019

Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting. A Morphology-aware Network for Morphological Disambiguation. An Empirical Analysis of Feature Engineering for Predictive Modeling. Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. CRF Autoencoder …
Paper Group AWR 84

Paper Group AWR 84

July 29, 2019

Subregular Complexity and Deep Learning. Tensor-Train Recurrent Neural Networks for Video Classification. Content-Based Video-Music Retrieval Using Soft Intra-Modal Structure Constraint. Convolutional Neural Networks for Facial Expression Recognition. In Defense of the Triplet Loss for Person Re-Identification. Truly Multi-modal YouTube-8M Video Cl …
Paper Group AWR 87

Paper Group AWR 87

July 29, 2019

Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline). Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR. Random Erasing Data Augmentation. Camera Style Adaptation for Person Re-identification. Unlabeled Samples Generated by GAN Improve the Person Re-identification Basel …
Paper Group AWR 91

Paper Group AWR 91

July 29, 2019

Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models. Data Selection Strategies for Multi-Domain Sentiment Analysis. Real-Time Machine Learning: The Missing Pieces. Style Transfer in Text: Exploration and Evaluation. Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering. …
Paper Group AWR 95

Paper Group AWR 95

July 29, 2019

Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification. Prosodic Features from Large Corpora of Child-Directed Speech as Predictors of the Age of Acquisition of Words. Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation. Sequence-to-Sequence Models …
Paper Group AWR 97

Paper Group AWR 97

July 29, 2019

The low-rank hurdle model. Efficient Natural Language Response Suggestion for Smart Reply. Semantic Preserving Embeddings for Generalized Graphs. Deep Complex Networks. Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach. Efficient Parallel Translating Embedding For Knowledge Graphs. Benchmarking Single Image Dehazing and Bey …
Paper Group ANR 164

Paper Group ANR 164

July 28, 2019

DDD17: End-To-End DAVIS Driving Dataset. Solving Almost all Systems of Random Quadratic Equations. Embedded-Graph Theory. Registration and Fusion of Multi-Spectral Images Using a Novel Edge Descriptor. Fashion Forward: Forecasting Visual Style in Fashion. Enhanced Local Binary Patterns for Automatic Face Recognition. Using $k$-way Co-occurrences fo …
Paper Group ANR 185

Paper Group ANR 185

July 28, 2019

Pyramid Vector Quantization for Deep Learning. A Generic Framework for Interesting Subspace Cluster Detection in Multi-attributed Networks. Large-Scale Domain Adaptation via Teacher-Student Learning. Learning to Embed Words in Context for Syntactic Tasks. Simplified Long Short-term Memory Recurrent Neural Networks: part II. Machine Learning Approac …
Paper Group ANR 193

Paper Group ANR 193

July 28, 2019

Railway Track Specific Traffic Signal Selection Using Deep Learning. Creating and Characterizing a Diverse Corpus of Sarcasm in Dialogue. Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis. Probabilistic Synchronous Parallel. Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities. Sparse Markov Dec …
Paper Group ANR 201

Paper Group ANR 201

July 28, 2019

Secure Classification With Augmented Features. Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey. Learning from Ontology Streams with Semantic Concept Drift. Spoken Language Biomarkers for Detecting Cognitive Impairment. Scalable Person Re-identification on Supervised Smoothed Manifold. Theoretical Analysis of Stochastic S …
Paper Group ANR 213

Paper Group ANR 213

July 28, 2019

A Finite State and Rule-based Akshara to Prosodeme (A2P) Converter in Hindi. A Study of AI Population Dynamics with Million-agent Reinforcement Learning. Reasoning by Cases in Structured Argumentation. The Multiscale Bowler-Hat Transform for Blood Vessel Enhancement in Retinal Images. On Matching Skulls to Digital Face Images: A Preliminary Approac …
Paper Group ANR 216

Paper Group ANR 216

July 28, 2019

A Generalized Motion Pattern and FCN based approach for retinal fluid detection and segmentation. Multi-Label Learning with Label Enhancement. Language Modeling with Highway LSTM. AI, Native Supercomputing and The Revival of Moore’s Law. Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning. Interpreting Classifiers throug …
Paper Group ANR 223

Paper Group ANR 223

July 28, 2019

Towards Language-Universal End-to-End Speech Recognition. Metric Learning-based Generative Adversarial Network. Global Entity Ranking Across Multiple Languages. Stopping GAN Violence: Generative Unadversarial Networks. Application of Fuzzy Logic in Design of Smart Washing Machine. Convolutional Attention-based Seq2Seq Neural Network for End-to-End …
Paper Group ANR 234

Paper Group ANR 234

July 28, 2019

Novel Structured Low-rank algorithm to recover spatially smooth exponential image time series. Transfer learning from synthetic to real images using variational autoencoders for robotic applications. Learning body-affordances to simplify action spaces. A Paradigm Shift: Detecting Human Rights Violations Through Web Images. Latent Embeddings for Col …
Paper Group ANR 238

Paper Group ANR 238

July 28, 2019

Nationality Classification Using Name Embeddings. On the Sample Complexity of Graphical Model Selection for Non-Stationary Processes. Abstract Argumentation / Persuasion / Dynamics. Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation. Convergence Results for Neural Networks via Elec …
Paper Group ANR 243

Paper Group ANR 243

July 28, 2019

Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs. Dialogue Act Segmentation for Vietnamese Human-Human Conversational Texts. Demystifying Relational Latent Representations. A Greedy Part Assignment Algorithm for Real-time Multi-person 2D Pose Estimation. Induction of Interpretable Possibilistic Logic Theories from Relational Dat …
Paper Group ANR 250

Paper Group ANR 250

July 28, 2019

Single-Pass, Adaptive Natural Language Filtering: Measuring Value in User Generated Comments on Large-Scale, Social Media News Forums. Minimax Estimation of Bandable Precision Matrices. Reconstruction-Based Disentanglement for Pose-invariant Face Recognition. Fair Forests: Regularized Tree Induction to Minimize Model Bias. A Multi-Objective Learnin …
Paper Group ANR 260

Paper Group ANR 260

July 28, 2019

Analysis of Dropout in Online Learning. Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution. On Compiling DNNFs without Determinism. Improved Support Recovery Guarantees for the Group Lasso With Applications to Structural Health Monitoring. An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comp …
Paper Group ANR 268

Paper Group ANR 268

July 28, 2019

Zone-based Keyword Spotting in Bangla and Devanagari Documents. Authorship Analysis of Xenophon’s Cyropaedia. Answer Set Programming for Non-Stationary Markov Decision Processes. Organic Computing in the Spotlight. On the Global-Local Dichotomy in Sparsity Modeling. Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models. T …
Paper Group ANR 279

Paper Group ANR 279

July 28, 2019

Robust Tracking Using Region Proposal Networks. Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk. Matroids Hitting Sets and Unsupervised Dependency Grammar Induction. Video Highlight Prediction Using Audience Chat Reactions. Flow Navigation by Smart Microswimmers via Reinforcement Learning. Comparison of echo state network o …
Paper Group ANR 287

Paper Group ANR 287

July 28, 2019

Using LLVM-based JIT Compilation in Genetic Programming. AI2-THOR: An Interactive 3D Environment for Visual AI. Deep Learning Models of the Retinal Response to Natural Scenes. El Lenguaje Natural como Lenguaje Formal. Repairing Ontologies via Axiom Weakening. Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification. A Hi …
Paper Group ANR 293

Paper Group ANR 293

July 28, 2019

Learning Features from Co-occurrences: A Theoretical Analysis. Stochastic Feedback Control of Systems with Unknown Nonlinear Dynamics. Pseudo-labels for Supervised Learning on Dynamic Vision Sensor Data, Applied to Object Detection under Ego-motion. Meta Networks. Joint Blind Motion Deblurring and Depth Estimation of Light Field. Universal Denoisin …
Paper Group ANR 295

Paper Group ANR 295

July 28, 2019

A Critique of a Critique of Word Similarity Datasets: Sanity Check or Unnecessary Confusion?. On parameters transformations for emulating sparse priors using variational-Laplace inference. On the Relevance of Auditory-Based Gabor Features for Deep Learning in Automatic Speech Recognition. Real-Time Optical flow-based Video Stabilization for Unmanne …
Paper Group ANR 299

Paper Group ANR 299

July 28, 2019

Mitigating the Impact of Speech Recognition Errors on Chatbot using Sequence-to-Sequence Model. An Empirical Bayes Approach for High Dimensional Classification. Recovering Dense Tissue Multispectral Signal from in vivo RGB Images. Types of Cognition and its Implications for future High-Level Cognitive Machines. A clever elimination strategy for eff …