Semantic Segmentation

Paper Group ANR 77

Paper Group ANR 77

July 29, 2019

Rank of Experts: Detection Network Ensemble. Enhanced Attacks on Defensively Distilled Deep Neural Networks. Czech Text Document Corpus v 2.0. Wide-Residual-Inception Networks for Real-time Object Detection. Multi-shot Pedestrian Re-identification via Sequential Decision Making. Stochastic L-BFGS: Improved Convergence Rates and Practical Accelerati …
Paper Group ANR 81

Paper Group ANR 81

July 29, 2019

Face Recognition Machine Vision System Using Eigenfaces. Question Answering and Question Generation as Dual Tasks. Bandit-Based Model Selection for Deformable Object Manipulation. On (Anti)Conditional Independence in Dempster-Shafer Theory. DeepTingle. Anti-spoofing Methods for Automatic SpeakerVerification System. Inferring the parameters of a Mar …
Paper Group ANR 84

Paper Group ANR 84

July 29, 2019

Small-footprint Keyword Spotting Using Deep Neural Network and Connectionist Temporal Classifier. Rhetorical relations for information retrieval. Proceedings First Workshop on Formal Verification of Autonomous Vehicles. Latent Hinge-Minimax Risk Minimization for Inference from a Small Number of Training Samples. Reflexive Regular Equivalence for Bi …
Paper Group ANR 85

Paper Group ANR 85

July 29, 2019

AdaDNNs: Adaptive Ensemble of Deep Neural Networks for Scene Text Recognition. Query-free Clothing Retrieval via Implicit Relevance Feedback. Flow-free Video Object Segmentation. Long-Term Video Interpolation with Bidirectional Predictive Network. Reconciling Bayesian Epistemology and Narration-based Approaches to Judiciary Fact-finding. Grounding …
Paper Group ANR 90

Paper Group ANR 90

July 29, 2019

Improving Statistical Multimedia Information Retrieval Model by using Ontology. Image Registration Techniques: A Survey. Note on Attacking Object Detectors with Adversarial Stickers. Coordinating Collaborative Chat in Massive Open Online Courses. Bayesian model and dimension reduction for uncertainty propagation: applications in random media. Gener …
Paper Group ANR 93

Paper Group ANR 93

July 29, 2019

Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling. Comprehension-guided referring expressions. Deep Learning in the Automotive Industry: Applications and Tools. Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation. Predictive Coding-based Deep Dynamic Neural Network for …
Paper Group ANR 95

Paper Group ANR 95

July 29, 2019

Exploring Content-based Artwork Recommendation with Metadata and Visual Features. Measuring Inconsistency in Argument Graphs. Unsupervised learning from video to detect foreground objects in single images. Roll-back Hamiltonian Monte Carlo. Balancing Lexicographic Fairness and a Utilitarian Objective with Application to Kidney Exchange. Efficient C …
Paper Group ANR 98

Paper Group ANR 98

July 29, 2019

Weakly Supervised Semantic Segmentation using Web-Crawled Videos. Rotational Rectification Network: Enabling Pedestrian Detection for Mobile Vision. Bag-of-Vector Embeddings of Dependency Graphs for Semantic Induction. The Origins of Computational Mechanics: A Brief Intellectual History and Several Clarifications. Automatic segmentation of the intr …
Paper Group AWR 101

Paper Group AWR 101

July 29, 2019

Binary Classification from Positive-Confidence Data. Toward Multimodal Image-to-Image Translation. Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography. Learning the Latent “Look”: Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images. Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid …
Paper Group AWR 102

Paper Group AWR 102

July 29, 2019

Unbounded cache model for online language modeling with open vocabulary. Domain Adaptation for Visual Applications: A Comprehensive Survey. Adversarial Discriminative Domain Adaptation. Parallel Streaming Wasserstein Barycenters. PersonaBank: A Corpus of Personal Narratives and Their Story Intention Graphs. Global versus Localized Generative Advers …
Paper Group AWR 103

Paper Group AWR 103

July 29, 2019

One-Shot Learning for Semantic Segmentation. RED: Reinforced Encoder-Decoder Networks for Action Anticipation. End-to-end Learning of Deterministic Decision Trees. Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2. Detecting and Recognizing Human-Object Interactions. Interpretability Beyond Feature Attribution: Quantitative …
Paper Group AWR 106

Paper Group AWR 106

July 29, 2019

Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection. BlitzNet: A Real-Time Deep Network for Scene Understanding. Learning Graph-Level Representation for Drug Discovery. Neural Models for Documents with Metadata. HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Local …
Paper Group AWR 109

Paper Group AWR 109

July 29, 2019

Geometric GAN. Ridiculously Fast Shot Boundary Detection with Fully Convolutional Neural Networks. Conditional Image-Text Embedding Networks. Cost Adaptation for Robust Decentralized Swarm Behaviour. Learning Discrete Representations via Information Maximizing Self-Augmented Training. TextureGAN: Controlling Deep Image Synthesis with Texture Patche …
Paper Group AWR 110

Paper Group AWR 110

July 29, 2019

Leave no Trace: Learning to Reset for Safe and Autonomous Reinforcement Learning. What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?. Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs. RIDI: Robust IMU Double Integration. Neural Natural Language Inference Models Enhanced with External Knowled …
Paper Group AWR 112

Paper Group AWR 112

July 29, 2019

Detailed, accurate, human shape estimation from clothed 3D scan sequences. Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks. Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering. On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation St …
Paper Group AWR 121

Paper Group AWR 121

July 29, 2019

Emergence of Locomotion Behaviours in Rich Environments. Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives. PAC-Bayesian Margin Bounds for Convolutional Neural Networks. Towards Neural Phrase-based Machine Translation. Regret Minimization for Partially Observable Deep Reinforceme …
Paper Group AWR 128

Paper Group AWR 128

July 29, 2019

An Online Algorithm for Nonparametric Correlations. False Positive and Cross-relation Signals in Distant Supervision Data. Adversarial Attacks on Neural Network Policies. Deep Quaternion Networks. Neural Task Programming: Learning to Generalize Across Hierarchical Tasks. 3D Semantic Segmentation with Submanifold Sparse Convolutional Networks. Refle …
Paper Group AWR 131

Paper Group AWR 131

July 29, 2019

Learning Latent Super-Events to Detect Multiple Activities in Videos. NeuralFDR: Learning Discovery Thresholds from Hypothesis Features. Fast Threshold Tests for Detecting Discrimination. DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land Segmentation. SMSSVD - SubMatrix Selection Singular Value Decomposition. Compressing Word Em …
Paper Group AWR 135

Paper Group AWR 135

July 29, 2019

Knowledge Graph Completion via Complex Tensor Factorization. CURE-TSR: Challenging Unreal and Real Environments for Traffic Sign Recognition. How to Make an Image More Memorable? A Deep Style Transfer Approach. Adversarial Semi-Supervised Audio Source Separation applied to Singing Voice Extraction. Towards better understanding of gradient-based att …
Paper Group AWR 136

Paper Group AWR 136

July 29, 2019

Hyperparameter Optimization: A Spectral Approach. Neural Machine Translation. A Novel Approach for Image Segmentation based on Histograms computed from Hue-data. Stabilizing GAN Training with Multiple Random Projections. ShapeWorld - A new test methodology for multimodal language understanding. Tensor-on-tensor regression. Generate To Adapt: Aligni …
Paper Group AWR 142

Paper Group AWR 142

July 29, 2019

A Framework for Visually Realistic Multi-robot Simulation in Natural Environment. Sushi Dish - Object detection and classification from real images. AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks. Adaptive Bidirectional Backpropagation: Towards Biologically Plausible Error Signal Transmi …
Paper Group AWR 144

Paper Group AWR 144

July 29, 2019

The “something something” video database for learning and evaluating visual common sense. IQA: Visual Question Answering in Interactive Environments. Estimating the Success of Unsupervised Image to Image Translation. Near-optimal sample complexity for convex tensor completion. Machine Learning of Linear Differential Equations using Gaussian Process …
Paper Group AWR 148

Paper Group AWR 148

July 29, 2019

Neural Discrete Representation Learning. Geometric Insights into Support Vector Machine Behavior using the KKT Conditions. Robust Estimation of Similarity Transformation for Visual Object Tracking. Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras. Multi-view Low-rank Sparse Subspace Cluste …
Paper Group AWR 150

Paper Group AWR 150

July 29, 2019

Predicting the Driver’s Focus of Attention: the DR(eye)VE Project. A Crowd-Annotated Spanish Corpus for Humor Analysis. Discriminative models for multi-instance problems with tree-structure. Person Transfer GAN to Bridge Domain Gap for Person Re-Identification. Convolutional Image Captioning. FoldingNet: Point Cloud Auto-encoder via Deep Grid Defor …
Paper Group AWR 151

Paper Group AWR 151

July 29, 2019

A Semantics-Based Measure of Emoji Similarity. Deep & Cross Network for Ad Click Predictions. Convolutional Recurrent Neural Networks for Electrocardiogram Classification. Analyzing the Robustness of Nearest Neighbors to Adversarial Examples. Multiple-Human Parsing in the Wild. AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Veh …
Paper Group AWR 152

Paper Group AWR 152

July 29, 2019

Robust Adversarial Reinforcement Learning. Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery. Breast density classification with deep convolutional neural networks. Zero-Shot Relation Extraction via Reading Comprehension. DyNet: The Dynamic Neural Network Toolkit. An Optimization Approach to Learning Fall …
Paper Group AWR 154

Paper Group AWR 154

July 29, 2019

Understanding Convolution for Semantic Segmentation. A systematic study of the class imbalance problem in convolutional neural networks. The Consciousness Prior. Cost-Effective Active Learning for Melanoma Segmentation. Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR. Dense 3D Regression for Hand Pose Est …
Paper Group AWR 155

Paper Group AWR 155

July 29, 2019

Understanding Black-box Predictions via Influence Functions. RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data. OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning. Progressive Neural Architecture Search. Curiosity-driven Exploration by Self-supervised Prediction. Learning Tran …