Video Summarization

Paper Group AWR 154

October 21, 2019

Visual Interpretability for Deep Learning: a Survey. Multi-Stream Dynamic Video Summarization. Vis-DSS: An Open-Source toolkit for Visual Data Selection and Summarization. Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF). Backprop Evolution. Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep …

Paper Group AWR 97

October 21, 2019

PointCloud Saliency Maps. Deep UL2DL: Channel Knowledge Transfer from Uplink to Downlink. Calamari - A High-Performance Tensorflow-based Deep Learning Package for Optical Character Recognition. Identification of LTV Dynamical Models with Smooth or Discontinuous Time Evolution by means of Convex Optimization. Transformation Autoregressive Networks. …

Paper Group ANR 35

October 20, 2019

Presentation Attack Detection for Cadaver Iris. Hallucinating Dense Optical Flow from Sparse Lidar for Autonomous Vehicles. Omnidirectional CNN for Visual Place Recognition and Navigation. Testing Changes in Communities for the Stochastic Block Model. Fitting New Speakers Based on a Short Untranscribed Sample. Predicting Oral Disintegrating Tablet …

Paper Group ANR 52

October 20, 2019

TIDBD: Adapting Temporal-difference Step-sizes Through Stochastic Meta-descent. DeepTwist: Learning Model Compression via Occasional Weight Distortion. Learning to Evaluate Image Captioning. To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference. Domain2Vec: Deep Domain Generalization. Detecting the T …

Paper Group AWR 316

October 20, 2019

Computation of optimal transport and related hedging problems via penalization and neural networks. Robust Neural Malware Detection Models for Emulation Sequence Learning. SqueezeFit: Label-aware dimensionality reduction by semidefinite programming. Cloud Detection From RGB Color Remote Sensing Images With Deep Pyramid Networks. Community Regulariz …

Paper Group ANR 119

October 19, 2019

Cross-Database Micro-Expression Recognition: A Benchmark. InfyNLP at SMM4H Task 2: Stacked Ensemble of Shallow Convolutional Neural Networks for Identifying Personal Medication Intake from Twitter. Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering. Probabilistic Tools for the Analysis of Randomized Optimization Heur …

Paper Group ANR 229

October 19, 2019

Input Combination Strategies for Multi-Source Transformer Decoder. SUSiNet: See, Understand and Summarize it. Improved English to Russian Translation by Neural Suffix Prediction. Hierarchical Multitask Learning for CTC-based Speech Recognition. Phocas: dimensional Byzantine-resilient stochastic gradient descent. Beyond One-hot Encoding: lower dimen …

Paper Group ANR 309

October 19, 2019

Approaches for Enriching and Improving Textual Knowledge Bases. On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent. Functionality-Oriented Convolutional Filter Pruning. Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering. A Provably Correct Algorithm for Deep Learning that A …

Paper Group ANR 413

October 18, 2019

Generalizing semi-supervised generative adversarial networks to regression using feature contrasting. Adaptive Cost-sensitive Online Classification. A Stochastic Decoder for Neural Machine Translation. Negative Momentum for Improved Game Dynamics. Knowledge Compilation in Multi-Agent Epistemic Logics. Person re-identification with fusion of hand-cr …

Paper Group ANR 557

October 18, 2019

Detect or Track: Towards Cost-Effective Video Object Detection/Tracking. In-depth Assessment of an Interactive Graph-based Approach for the Segmentation for Pancreatic Metastasis in Ultrasound Acquisitions of the Liver with two Specialists in Internal Medicine. Automatic detection of lumen and media in the IVUS images using U-Net with VGG16 Encoder …

Paper Group ANR 665

October 18, 2019

Global Weighted Average Pooling Bridges Pixel-level Localization and Image-level Classification. Deep learning systems as complex networks. The Goldilocks zone: Towards better understanding of neural network loss landscapes. A Novel Technique for Evidence based Conditional Inference in Deep Neural Networks via Latent Feature Perturbation. RiTUAL-UH …

Paper Group ANR 746

October 17, 2019

Text to brain: predicting the spatial distribution of neuroimaging observations from text reports. Actor-Critic based Training Framework for Abstractive Summarization. A Spatial and Temporal Features Mixture Model with Body Parts for Video-based Person Re-Identification. Distribution Assertive Regression. Deep Learning in the Wild. Unsupervised Sep …

Paper Group ANR 877

October 17, 2019

An Ensemble Model for Sentiment Analysis of Hindi-English Code-Mixed Data. The Deconfounded Recommender: A Causal Inference Approach to Recommendation. Motion Invariance in Visual Environments. Improved TDNNs using Deep Kernels and Frequency Dependent Grid-RNNs. Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility. A new system …

Paper Group ANR 878

October 17, 2019

A Deep Convolutional Neural Network for Lung Cancer Diagnostic. Incremental Non-Rigid Structure-from-Motion with Unknown Focal Length. A Modified Image Comparison Algorithm Using Histogram Features. Diverse and Coherent Paragraph Generation from Images. Query-Conditioned Three-Player Adversarial Network for Video Summarization. Robust Tracking via …

Paper Group ANR 879

October 17, 2019

Fast binary embeddings, and quantized compressed sensing with structured matrices. A Hybrid Recommender System for Patient-Doctor Matchmaking in Primary Care. I Know What You See: Power Side-Channel Attack on Convolutional Neural Network Accelerators. Object category learning and retrieval with weak supervision. End-to-End Detection and Re-identifi …

Paper Group ANR 892

October 17, 2019

Recurrent Neural Networks based Obesity Status Prediction Using Activity Data. 3D Video Quality Assessment. Refacing: reconstructing anonymized facial features using GANs. Plug-In Stochastic Gradient Method. LinkNBed: Multi-Graph Representation Learning with Entity Linkage. Data-efficient Auto-tuning with Bayesian Optimization: An Industrial Contro …

Paper Group ANR 960

October 17, 2019

Interpretable Intuitive Physics Model. Real-Time Stereo Vision for Road Surface 3-D Reconstruction. Robustness to fundamental uncertainty in AGI alignment. Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching. Monocular Depth Estimation with Augmented Ordinal Depth Relationships. Learning to Caption Images through a Lifeti …

Paper Group ANR 982

October 16, 2019

Features, Projections, and Representation Change for Generalized Planning. Distributed Self-Paced Learning in Alternating Direction Method of Multipliers. 3D-DETNet: a Single Stage Video-Based Vehicle Detector. Memory-augmented Dialogue Management for Task-oriented Dialogue Systems. Evaluating Merging Strategies for Sampling-based Uncertainty Techn …

Paper Group NAWR 16

October 16, 2019

Findings of the Third Shared Task on Multimodal Machine Translation. Crowdsourcing StoryLines: Harnessing the Crowd for Causal Relation Annotation. Legal Judgment Prediction via Topological Learning. Auto-Encoding Dictionary Definitions into Consistent Word Embeddings. SeriesNet:A Generative Time Series Forecasting Model. Using active learning to e …

Paper Group NANR 178

October 15, 2019

Generalizing Graph Matching beyond Quadratic Assignment Model. Design of a Tigrinya Language Speech Corpus for Speech Recognition. Analysis of Implicit Conditions in Database Search Dialogues. Neural Network Methods for Natural Language Processing by Yoav Goldberg. Festina Lente: A Farewell from the Editor. Identifying Opinion-Topics and Polarity o …

Paper Group NANR 181

October 15, 2019

Getting to ``Hearer-old’': Charting Referring Expressions Across Time. Modeling Personality Traits of Filipino Twitter Users. An Approach to the CLPsych 2018 Shared Task Using Top-Down Text Representation and Simple Bottom-Up Model Selection. MIAPARLE: Online training for the discrimination of stress contrasts. Limbic: Author-Based Sentiment Aspect …

Paper Group NANR 218

October 15, 2019

Model-Level Dual Learning. Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis. Submodular Maximization via Gradient Ascent: The Case of Deep Submodular Functions. A novel method to determine the number of latent dimensions with SVD. UD-Japanese BCCWJ: Universal Dependencies Annotation for the Balanced Corpus of Cont …

Paper Group NANR 262

October 15, 2019

Exploiting Attention to Reveal Shortcomings in Memory Models. Mancs: A Multi-task Attentional Network with Curriculum Sampling for Person Re-identification. `Indicatements’ that character language models learn English morpho-syntactic units and regularities. Sequence-to-Segment Networks for Segment Detection. Evaluation of generative networks throu …