Object Detection

Paper Group ANR 1735

January 25, 2020

Estimating Kullback-Leibler Divergence Using Kernel Machines. Visual Privacy Protection via Mapping Distortion. Approximate Guarantees for Dictionary Learning. Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier. White-Box Adversarial Defense via Self-Supervised Data Estimation. Regret Minimisation in M …

Paper Group ANR 1738

January 25, 2020

Accumulation Bit-Width Scaling For Ultra-Low Precision Training Of Deep Networks. Task-Assisted Domain Adaptation with Anchor Tasks. Robustness Guarantees for Deep Neural Networks on Videos. Learning Image-Specific Attributes by Hyperbolic Neighborhood Graph Propagation. Leveraging exploration in off-policy algorithms via normalizing flows. The Alg …

Paper Group ANR 1740

January 25, 2020

End-to-end Anchored Speech Recognition. Social and Scene-Aware Trajectory Prediction in Crowded Spaces. Characterizing Distribution Equivalence for Cyclic and Acyclic Directed Graphs. Almost Tune-Free Variance Reduction. Robust Deep Networks with Randomized Tensor Regression Layers. Striking the Right Balance with Uncertainty. Sound source detectio …

Paper Group ANR 1741

January 25, 2020

Quality Assessment of DIBR-synthesized views: An Overview. L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization. Zooming into Face Forensics: A Pixel-level Analysis. Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations. Prediction of Highway Lane Ch …

Paper Group ANR 1743

January 25, 2020

From Community to Role-based Graph Embeddings. Comparison of brain connectomes using geodesic distance on manifold:a twin study. Global Capacity Measures for Deep ReLU Networks via Path Sampling. Guided Attention Network for Object Detection and Counting on Drones. Tensor-Train Parameterization for Ultra Dimensionality Reduction. Automatic trajecto …

Paper Group ANR 1744

January 25, 2020

Multi-View Matching Network for 6D Pose Estimation. DeepHealth: Deep Learning for Health Informatics. Building Change Detection for Remote Sensing Images Using a Dual Task Constrained Deep Siamese Convolutional Network Model. ACM-DE: Adaptive p-best Cauchy Mutation with linear failure threshold reduction for Differential Evolution in numerical opti …

Paper Group ANR 1748

January 25, 2020

A Novel Universal Solar Energy Predictor. Differentiable Ranks and Sorting using Optimal Transport. Finite-Sample Analysis for SARSA with Linear Function Approximation. Least Action Principles and Well-Posed Learning Problems. Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source Localization. Stability of Linear Structural Equat …

Paper Group ANR 1755

January 25, 2020

Shape Reconstruction by Learning Differentiable Surface Representations. Automated Detection System for Adversarial Examples with High-Frequency Noises Sieve. A Stochastic Composite Gradient Method with Incremental Variance Reduction. Learning When to Drive in Intersections by Combining Reinforcement Learning and Model Predictive Control. Rotated F …

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 1757

January 25, 2020

A posteriori Trading-inspired Model-free Time Series Segmentation. Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection. Solar-Sail Trajectory Design for Multiple Near Earth Asteroid Exploration Based on Deep Neural Networks. An Interval-Valued Utility Theory for Decision Making with Dempster-Shafer Belie …

Paper Group ANR 1763

January 25, 2020

An Iteratively Re-weighted Method for Problems with Sparsity-Inducing Norms. Aerial multi-object tracking by detection using deep association networks. Mixed Strategy Game Model Against Data Poisoning Attacks. Data Poisoning Attack against Knowledge Graph Embedding. Learning Meta Model for Zero- and Few-shot Face Anti-spoofing. Can Machine Learning …

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 1768

January 25, 2020

Scalable Bayesian Preference Learning for Crowds. Can We Trust You? On Calibration of a Probabilistic Object Detector for Autonomous Driving. A Structural Graph-Based Method for MRI Analysis. Deep learning Inversion of Seismic Data. Numerical Gaussian process Kalman filtering. Causality matters in medical imaging. Towards Pose-invariant Lip-Reading …

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 1778

January 25, 2020

End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching. QuesNet: A Unified Representation for Heterogeneous Test Questions. TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching. On Transfer Learning For Chatter Detection in Turning Using Wavelet Packet Transform and Empirical Mode Decomposition. Learning from …

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 14

January 25, 2020

The relation between dependency distance and frequency. Learning-Based Sampling for Natural Image Matting. A Multi-modal one-class generative adversarial network for anomaly detection in manufacturing. Syntax is clearer on the other side - Using parallel corpus to extract monolingual data. Neural Text Simplification in Low-Resource Conditions Using …

Paper Group NANR 18

January 25, 2020

Efficient and Accurate Face Alignment by Global Regression and Cascaded Local Refinement. Back-Translation as Strategy to Tackle the Lack of Corpus in Natural Language Generation from Semantic Representations. Learning Shape-Motion Representations from Geometric Algebra Spatio-Temporal Model for Skeleton-Based Action Recognition. Integer Networks f …

Paper Group NANR 24

January 25, 2020

Reading Like HER: Human Reading Inspired Extractive Summarization. Improving Multi-label Emotion Classification by Integrating both General and Domain-specific Knowledge. Findings of the WMT 2019 Shared Task on Parallel Corpus Filtering for Low-Resource Conditions. Learning Personalized Modular Network Guided by Structured Knowledge. Typography Wit …

Paper Group NANR 25

January 25, 2020

Proceedings of the 6th Workshop on Argument Mining. Unsupervised Rewriter for Multi-Sentence Compression. Multi-Task Multi-Sensor Fusion for 3D Object Detection. EmoSense at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations. UC Davis at SemEval-2019 Task 1: DAG Semantic Parsing with Attention- …

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 34

January 25, 2020

Do translator trainees trust machine translation? An experiment on post-editing and revision. Uncertainty-Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference. Mining Tweets that refer to TV programs with Deep Neural Networks. A Social Opinion Gold Standard for the Malta Government Budget 2018. Hybrid Models for Aspects …

Paper Group NANR 38

January 25, 2020

PCNN: Environment Adaptive Model Without Finetuning. A Single Attention-Based Combination of CNN and RNN for Relation Classification. Proceedings of the 3rd Workshop on Neural Generation and Translation. An adaptable task-oriented dialog system for stand-alone embedded devices. The Effectiveness of Pre-Trained Code Embeddings. M^3RL: Mind-aware Mul …

Paper Group NANR 40

January 25, 2020

Flexible information routing in neural populations through stochastic comodulation. GAN Driven Semi-distant Supervision for Relation Extraction. YNU_DYX at SemEval-2019 Task 9: A Stacked BiLSTM for Suggestion Mining Classification. Identifying Sensible Lexical Relations in Generated Stories. THU_NGN at SemEval-2019 Task 12: Toponym Detection and …