Image Classification

Paper Group ANR 1756

January 25, 2020

Modularization of End-to-End Learning: Case Study in Arcade Games. ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking. DR Loss: Improving Object Detection by Distributional Ranking. An Introductory Guide to Fano’s Inequality with Applications in Statistical Estimation. Understanding Multi-Hea …

Paper Group ANR 1760

January 25, 2020

Discretizing Continuous Action Space for On-Policy Optimization. Entropy Regularization with Discounted Future State Distribution in Policy Gradient Methods. Evolution of Robust High Speed Optical-Flow-Based Landing for Autonomous MAVs. Hair Segmentation on Time-of-Flight RGBD Images. Bounds for the VC Dimension of 1NN Prototype Sets. LSTM Language …

Paper Group ANR 1767

January 25, 2020

Breast Anatomy Enriched Tumor Saliency Estimation. A dual mode adaptive basal-bolus advisor based on reinforcement learning. Efficient Projection-Free Online Methods with Stochastic Recursive Gradient. Meaning to Form: Measuring Systematicity as Information. Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong L …

Paper Group ANR 1769

January 25, 2020

Visual Diagnosis of Dermatological Disorders: Human and Machine Performance. Extending the Service Composition Formalism with Relational Parameters. A Fast Saddle-Point Dynamical System Approach to Robust Deep Learning. LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series with Multiple Seasonal Patterns. DREAMT – Embodied Motivational C …

Paper Group ANR 1771

January 25, 2020

Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator. All It Takes is 20 Questions!: A Knowledge Graph Based Approach. Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes. Assessment of Multiple-Biomarker Classifiers: fundamental principles and a p …

Paper Group ANR 1774

January 25, 2020

Fair Predictors under Distribution Shift. End-to-end Hand Mesh Recovery from a Monocular RGB Image. A New Class of Time Dependent Latent Factor Models with Applications. Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition. Albanian Language Identification in Text Documents. Light Field Synthesis by Training Deep Network in the R …

Paper Group ANR 1775

January 25, 2020

Training Quantized Neural Networks with a Full-precision Auxiliary Module. Style-based Variational Autoencoder for Real-World Super-Resolution. Deep Neural Network for Fast and Accurate Single Image Super-Resolution via Channel-Attention-based Fusion of Orientation-aware Features. A unified sequence-to-sequence front-end model for Mandarin text-to- …

Paper Group ANR 1776

January 25, 2020

In Perfect Shape: Certifiably Optimal 3D Shape Reconstruction from 2D Landmarks. A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding. Job Prediction: From Deep Neural Network Models to Applications. Novelty Detection Via Blurring. Measurement and Fairness. Flow-Distilled IP Two-Stream Networks for Compr …

Paper Group ANR 1779

January 25, 2020

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results. Frequency Separation for Real-World Super-Resolution. Training Set Effect on Super Resolution for Automated Target Recognition. Text Summarization in the Biomedical Domain. Summary Refinement through Denoising. STRASS: A Light and Effective Method for Extractive Summariza …

Paper Group ANR 1780

January 25, 2020

LBVCNN: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition from Image Sequences. AX-DBN: An Approximate Computing Framework for the Design of Low-Power Discriminative Deep Belief Networks. Detection and Identification of Objects and Humans in Thermal Images. Active Transfer Learning Network: A Unified Deep Joint Spec …

Paper Group NANR 1

January 25, 2020

Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes. NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers. Mental Health Surveillance over Social Media with Digital Cohorts. Building a Morphological Analyser for Laz. Proceedings of the Fourth …

Paper Group NANR 13

January 25, 2020

Efficient and Thrifty Voting by Any Means Necessary. Learning to Bootstrap for Entity Set Expansion. Semantic Textual Similarity with Siamese Neural Networks. Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization. Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP …

Paper Group NANR 21

January 25, 2020

Cross-Task Knowledge Transfer for Visually-Grounded Navigation. Robust ConvNet Landmark-Based Visual Place Recognition by Optimizing Landmark Matching. Structured Knowledge Distillation for Semantic Segmentation. Words are Vectors, Dependencies are Matrices: Learning Word Embeddings from Dependency Graphs. Attack and Anomaly Detection in IoT Sensor …

Paper Group NANR 27

January 25, 2020

Improving Distantly-Supervised Relation Extraction with Joint Label Embedding. Rand-NSG: Fast Accurate Billion-point Nearest Neighbor Search on a Single Node. Ranking of Potential Questions. PIEs: Pose Invariant Embeddings. MY-AKKHARA: A Romanization-based Burmese (Myanmar) Input Method. Asymmetric Cross-Guided Attention Network for Actor and Actio …

Paper Group NANR 36

January 25, 2020

Contextualized Word Representations from Distant Supervision with and for NER. A deep-learning-based approach for fast and robust steel surface defects classification. Self-Supervised 3D Hand Pose Estimation Through Training by Fitting. Crowdsourced Hedge Term Disambiguation. Multilingual Multimodal Machine Translation for Dravidian Languages utili …

Paper Group NANR 44

January 25, 2020

LSH Microbatches for Stochastic Gradients: Value in Rearrangement. SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter. Improving deep forest by confidence screening. Does Multi-Task Learning Always Help?: An Evaluation on Health Informatics. BEHAVIOR MODULE IN NEURAL NETWORKS. Causal importance of ori …

Paper Group NANR 46

January 25, 2020

Automatic Gender Identification and Reinflection in Arabic. Partners in Crime: Multi-view Sequential Inference for Movie Understanding. Dick-Preston and Morbo at SemEval-2019 Task 4: Transfer Learning for Hyperpartisan News Detection. Localized random projections challenge benchmarks for bio-plausible deep learning. DAGMapper: Learning to Map by Di …

Paper Group NANR 48

January 25, 2020

Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering. Linked Open Treebanks. Interlinking Syntactically Annotated Corpora in the LiLa Knowledge Base of Linguistic Resources for Latin. Noun Phrases Rooted by Adjectives: A Dependency Grammar Analysis of the Big Mess Construction. Exceptive constructions. A Dependency-base …

Paper Group NANR 49

January 25, 2020

Is this the end? Two-step tokenization of sentence boundaries. What can we learn from natural and artificial dependency trees. Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks. signSGD via Zeroth-Order Oracle. Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification. What goes in …

Paper Group NANR 56

January 25, 2020

Learning to Learn with Conditional Class Dependencies. UBC-NLP at SemEval-2019 Task 4: Hyperpartisan News Detection With Attention-Based Bi-LSTMs. Exploring Social Bias in Chatbots using Stereotype Knowledge. QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation. Sentiment Analysis for Multilingual Corpora. Recursive Routi …

Paper Group NANR 66

January 25, 2020

Neural News Recommendation with Heterogeneous User Behavior. Comparison between Automatic and Human Subtitling: A Case Study with Game of Thrones. Mind Your Neighbours: Image Annotation With Metadata Neighbourhood Graph Co-Attention Networks. Second-order contexts from lexical substitutes for few-shot learning of word representations. Overview of t …

Paper Group NANR 7

January 25, 2020

SyntaxFest 2019 Invited talk - Arguments and adjuncts. Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension. ConlluEditor: a fully graphical editor for Universal dependencies treebank files. Global Feature Guided Local Pooling. Multiclass Performance Metric Elicitation. Do Nuclear Submarines Have Nuclear Capta …

Paper Group NANR 83

January 25, 2020

Video Magnification in the Wild Using Fractional Anisotropy in Temporal Distribution. How Training Data Affect the Accuracy and Robustness of Neural Networks for Image Classification. MoNERo: a Biomedical Gold Standard Corpus for the Romanian Language. Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain …

Paper Group NANR 9

January 25, 2020

Compact Feature Learning for Multi-Domain Image Classification. Coordinate-Based Texture Inpainting for Pose-Guided Human Image Generation. Assessing Back-Translation as a Corpus Generation Strategy for non-English Tasks: A Study in Reading Comprehension and Word Sense Disambiguation. Attentive Region Embedding Network for Zero-Shot Learning. On th …

Paper Group NANR 91

January 25, 2020

User expectations towards machine translation: A case study. The Romanian Corpus Annotated with Verbal Multiword Expressions. Contextual Recurrent Convolutional Model for Robust Visual Learning. Bootstrapping a Natural Language Interface to a Cyber Security Event Collection System using a Hybrid Translation Approach. Pre-editing Plus Neural Machine …

Paper Group NAWR 15

January 25, 2020

Heuristic Authorship Obfuscation. Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support. Automated Pyramid Summarization Evaluation. Human-level Protein Localization with Convolutional Neural Networks. Bayesian Inference Semantics: A Modelling System and A Test Suite. HistoSegNet: Semantic Segment …

Paper Group NAWR 18

January 25, 2020

IL2M: Class Incremental Learning With Dual Memory. On the Summarization of Consumer Health Questions. Coresets for Archetypal Analysis. PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing. Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition. Measuring Gender Bias in Word Embeddings across …

Paper Group NAWR 19

January 25, 2020

DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting. Scalable Convolutional Neural Network for Image Compressed Sensing. Curriculum-guided Hindsight Experience Replay. Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model. FaceGenderID: Exploiting Gender Information in DCNNs Face Recogni …