Video Recognition

Paper Group AWR 113

February 1, 2020

Robust Learning with Jacobian Regularization. Compact Global Descriptor for Neural Networks. Proactive Human-Machine Conversation with Explicit Conversation Goals. Sum-of-Squares Polynomial Flow. Progressive Pose Attention Transfer for Person Image Generation. Automatic and Simultaneous Adjustment of Learning Rate and Momentum for Stochastic Gradie …

Paper Group AWR 154

February 1, 2020

Sequence Level Semantics Aggregation for Video Object Detection. Policy Search by Target Distribution Learning for Continuous Control. Quaternion Knowledge Graph Embeddings. Decompressing Knowledge Graph Representations for Link Prediction. Composition-based Multi-Relational Graph Convolutional Networks. InteractE: Improving Convolution-based Knowl …

Paper Group AWR 238

February 1, 2020

Augmenting a BiLSTM tagger with a Morphological Lexicon and a Lexical Category Identification Step. Understanding Top-k Sparsification in Distributed Deep Learning. Word-Class Embeddings for Multiclass Text Classification. Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication. Ordered SGD: A New Stochastic Optimi …

Paper Group AWR 279

February 1, 2020

Exploiting temporal consistency for real-time video depth estimation. Unsupervised Single Image Underwater Depth Estimation. Shape Robust Text Detection with Progressive Scale Expansion Network. Segmentation of Roots in Soil with U-Net. Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes. Human Pose Estimation for Real-W …

Paper Group AWR 326

February 1, 2020

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning. Rank-consistent Ordinal Regression for Neural Networks. Learning Spatio-Temporal Representation with Local and Global Diffusion. Robust Lane Detection from Continuous Driving Scenes Using Deep Neural Networks. An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric …

Paper Group ANR 144

January 31, 2020

GraphSAC: Detecting anomalies in large-scale graphs. Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks. Heuristic Black-box Adversarial Attacks on Video Recognition Models. Fuzzy Semantic Segmentation of Breast Ultrasound Image with Breast Anatomy Constraints. SMART: Skeletal Motion …

Paper Group ANR 159

January 31, 2020

Universal Approximation with Deep Narrow Networks. VGG Fine-tuning for Cooking State Recognition. Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery. Universal, transferable and targeted adversarial attacks. Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains. EILearn: Learning Increme …

Paper Group ANR 301

January 30, 2020

RadiX-Net: Structured Sparse Matrices for Deep Neural Networks. Temporal and Aspectual Entailment. Projectron – A Shallow and Interpretable Network for Classifying Medical Images. Justification-Based Reliability in Machine Learning. Improving Limited Angle CT Reconstruction with a Robust GAN Prior. Literature Review: Human Segmentation with Static …

Paper Group ANR 370

January 30, 2020

Lifelog Patterns Analyzation using Graph Embedding based on Deep Neural Network. Probabilistic Forecasting using Deep Generative Models. Detection and Mitigation of Rare Subclasses in Neural Network Classifiers. Sharp Guarantees for Solving Random Equations with One-Bit Information. Go From the General to the Particular: Multi-Domain Translation wi …

Paper Group ANR 374

January 30, 2020

A feasibility study of deep neural networks for the recognition of banknotes regarding central bank requirements. Detecting F-formations & Roles in Crowded Social Scenes with Wearables: Combining Proxemics & Dynamics using LSTMs. Guarantees for Sound Abstractions for Generalized Planning (Extended Paper). A Data Driven Approach to Learning The Hami …

Paper Group ANR 490

January 29, 2020

Attending to Entities for Better Text Understanding. Quasi-Monte Carlo sampling for machine-learning partial differential equations. Comparing the Performance of the LSTM and HMM Language Models via Structural Similarity. Efficient Dialogue State Tracking by Selectively Overwriting Memory. Towards Generalizable Forgery Detection with Locality-aware …

Paper Group ANR 493

January 29, 2020

Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images – Extended Version. Learning to Localize Temporal Events in Large-scale Video Data. Estudo comparativo de meta-heurísticas para problemas de colorações de grafos. Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series. High-dimensional structure …

Paper Group ANR 950

January 28, 2020

XCMRC: Evaluating Cross-lingual Machine Reading Comprehension. Lung CT Imaging Sign Classification through Deep Learning on Small Data. Probabilistic Decoupling of Labels in Classification. Age and gender bias in pedestrian detection algorithms. Confidence regions and minimax rates in outlier-robust estimation on the probability simplex. Egocentric …

Paper Group ANR 1079

January 27, 2020

Reachability and Coverage Planning for Connected Agents: Extended Version. Amora: Black-box Adversarial Morphing Attack. Dynamic Graph Attention for Referring Expression Comprehension. Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images. Detection of LDDoS Atta …

Paper Group ANR 1276

January 27, 2020

Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events. Graph-based Multi-view Binary Learning for Image Clustering. Toward a Computational Theory of Evidence-Based Reasoning for Instructable Cognitive Agents. Learning eating environments through scene clustering. Online Debiasing for Adaptively Coll …

Paper Group ANR 1311

January 27, 2020

Multi-Sensor 3D Object Box Refinement for Autonomous Driving. SLOAM: Semantic Lidar Odometry and Mapping for Forest Inventory. Semantic Enrichment of Streaming Healthcare Data. Visualizing and Understanding the Effectiveness of BERT. Quadratic Surface Support Vector Machine with L1 Norm Regularization. Constructing a Data Visualization Recommender …

Paper Group ANR 1343

January 27, 2020

Efficient Structurally-Strengthened Generative Adversarial Network for MRI Reconstruction. Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system. Multi-Agent Deep Reinforcement Learning with Adaptive Policies. SocialIQA: Commonsense Reasoning about Social Interactions. GENN: Predicting Correlated Drug- …

Paper Group ANR 1466

January 26, 2020

On the Effect of Word Order on Cross-lingual Sentiment Analysis. Design Light-weight 3D Convolutional Networks for Video Recognition Temporal Residual, Fully Separable Block, and Fast Algorithm. Decomposing information into copying versus transformation. Single Training Dimension Selection for Word Embedding with PCA. The Communication Complexity o …

Paper Group ANR 1475

January 26, 2020

Gait recognition via deep learning of the center-of-pressure trajectory. Forecasting Chaotic Systems with Very Low Connectivity Reservoir Computers. A Unified Deep Learning Approach for Prediction of Parkinson’s Disease. A sparse resultant based method for efficient minimal solvers. Deep Neural Network Fingerprinting by Conferrable Adversarial Exam …

Paper Group ANR 1496

January 26, 2020

Paper Group ANR 1602

January 26, 2020

Performance Evaluation of Two-layer lossless HDR Coding using Histogram Packing Technique under Various Tone-mapping Operators. Domain Adaptive Transfer Learning for Fault Diagnosis. Self Learning from Large Scale Code Corpus to Infer Structure of Method Invocations. Topological Feature Vectors for Chatter Detection in Turning Processes. On Robustn …

Paper Group ANR 1754

January 25, 2020

UdS Submission for the WMT 19 Automatic Post-Editing Task. Diversity by Phonetics and its Application in Neural Machine Translation. Effects of Depth, Width, and Initialization: A Convergence Analysis of Layer-wise Training for Deep Linear Neural Networks. Revisiting Multi-Step Nonlinearity Compensation with Machine Learning. KRNET: Image Denoising …

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 NANR 173

January 24, 2020

Provable Non-linear Inductive Matrix Completion. Top-Down Structurally-Constrained Neural Response Generation with Lexicalized Probabilistic Context-Free Grammar. Overcoming catastrophic forgetting through weight consolidation and long-term memory. Steve Martin at SemEval-2019 Task 4: Ensemble Learning Model for Detecting Hyperpartisan News. Using …

Paper Group NANR 181

January 24, 2020

The BEA-2019 Shared Task on Grammatical Error Correction. Sanskrit Sentence Generator. Collaborative Spatiotemporal Feature Learning for Video Action Recognition. Ranking Passages for Argument Convincingness. Predicting Visible Image Differences Under Varying Display Brightness and Viewing Distance. Variational Domain Adaptation. Multiple News Head …