Semantic Segmentation

Paper Group ANR 669

January 29, 2020

On Architectures for Including Visual Information in Neural Language Models for Image Description. Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation. End-to-End Deep Neural Networks and Transfer Learning for Automatic Analysis of Nation-State Malware. A Regularized Convolutional Neural Network for Semantic Image Se …

Paper Group ANR 672

January 29, 2020

Proposition d’une nouvelle approche d’extraction des motifs fermés fréquents. Detecting and Diagnosing Incipient Building Faults Using Uncertainty Information from Deep Neural Networks. EAT2seq: A generic framework for controlled sentence transformation without task-specific training. Sudden Death: A New Way to Compare Recommendation Diversificatio …

Paper Group ANR 676

January 29, 2020

Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba. Low-Memory Neural Network Training: A Technical Report. GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment. VolMap: A Real-time Model for Semantic Segmentation of a LiDAR surrounding view. Imp …

Paper Group ANR 681

January 29, 2020

A Memetic Algorithm Based on Breakout Local Search for the Generalized Travelling Salesman Problem. Differentiable Combinatorial Losses through Generalized Gradients of Linear Programs. A mathematical model for universal semantics. Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Con …

Paper Group ANR 682

January 29, 2020

Not Enough Data? Deep Learning to the Rescue!. Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars. FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning Training and Inference on Intel Stratix 10. Massively Parallel Benders Decomposition for Correlation Clustering. Locally Linear Image Structural Embed …

Paper Group ANR 684

January 29, 2020

Generalizing Back-Translation in Neural Machine Translation. Learning an Uncertainty-Aware Object Detector for Autonomous Driving. An Analysis of Deep Neural Networks with Attention for Action Recognition from a Neurophysiological Perspective. DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs. Multimodal and Multi-vie …

Paper Group ANR 685

January 29, 2020

A General Framework for Complex Network-Based Image Segmentation. Laplacian Smoothing Stochastic Gradient Markov Chain Monte Carlo. LaserNet: An Efficient Probabilistic 3D Object Detector for Autonomous Driving. Predictability of diffusion-based recommender systems. Point Cloud Processing via Recurrent Set Encoding. Software Based Higher Order Stru …

Paper Group ANR 687

January 29, 2020

Optimization and Manipulation of Contextual Mutual Spaces for Multi-User Virtual and Augmented Reality Interaction. Capuchin: Causal Database Repair for Algorithmic Fairness. Simplex2Vec embeddings for community detection in simplicial complexes. Extraction of hierarchical functional connectivity components in human brain using resting-state fMRI. …

Paper Group ANR 691

January 29, 2020

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems. Co-Attentive Cross-Modal Deep Learning for Medical Evidence Synthesis and Decision Making. Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path at Long Standoff Distances. Deep-learning PDEs with unlabe …

Paper Group ANR 692

January 29, 2020

Talking with Robots: Opportunities and Challenges. Non-parametric Probabilistic Load Flow using Gaussian Process Learning. RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation. SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System. Bounded Residual Gradient Networks (BReG-Net) for Facial A …

Paper Group ANR 694

January 29, 2020

Interpreting and Improving Adversarial Robustness of Deep Neural Networks with Neuron Sensitivity. Duet at TREC 2019 Deep Learning Track. Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications. Efficient Sample-based Neural Architecture Search with Learnable Predictor. Patch Refinement – Localized 3D Object Detection …

Paper Group ANR 698

January 29, 2020

Singular Value Decomposition and Neural Networks. Synthetic QA Corpora Generation with Roundtrip Consistency. Simulation-based reinforcement learning for real-world autonomous driving. Learning to Train with Synthetic Humans. Alpha Discovery Neural Network based on Prior Knowledge. Automatic Differentiation for Adjoint Stencil Loops. A Segmentation …

Paper Group ANR 702

January 29, 2020

Paper Group ANR 703

January 29, 2020

VICSOM: VIsual Clues from SOcial Media for psychological assessment. A Context-and-Spatial Aware Network for Multi-Person Pose Estimation. Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM. Exactly Sparse Gaussian Variational Inference with Application to Derivative-Free Batch Nonlinear State Estimation. KarNet: An Eff …

Paper Group ANR 704

January 29, 2020

Online Forecasting of Total-Variation-bounded Sequences. BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model. Rating for Parents: Predicting Children Suitability Rating for Movies Based on Language of the Movies. Automated Multiclass Cardiac Volume Segmentation and Model Generation. Causal Simulations for Uplift Modelin …

Paper Group ANR 708

January 29, 2020

BCMA-ES II: revisiting Bayesian CMA-ES. A Quotient Space Formulation for Statistical Analysis of Graphical Data. Continuous Integration of Machine Learning Models with ease.ml/ci: Towards a Rigorous Yet Practical Treatment. A Study on Angular Based Embedding Learning for Text-independent Speaker Verification. Mask TextSpotter: An End-to-End Trainab …

Paper Group ANR 713

January 29, 2020

Factorized Multimodal Transformer for Multimodal Sequential Learning. Lucene for Approximate Nearest-Neighbors Search on Arbitrary Dense Vectors. LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery. TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning. ExperienceThinking: Hyperparameter Optimization with Budget …

Paper Group ANR 716

January 29, 2020

Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference. Minimal penalties and the slope heuristics: a survey. A Study of the Effect of Resolving Negation and Sentiment Analysis in Recognizing Text Entailment for Arabic. Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design. Real …

Paper Group ANR 717

January 29, 2020

Sample Complexity of Kalman Filtering for Unknown Systems. Environmental drivers of systematicity and generalization in a situated agent. Multinomial Random Forest: Toward Consistency and Privacy-Preservation. Semantic-Guided Multi-Attention Localization for Zero-Shot Learning. Parameter Optimization and Learning in a Spiking Neural Network for UAV …

Paper Group ANR 718

January 29, 2020

Data-Efficient Mutual Information Neural Estimator. SHREWD: Semantic Hierarchy-based Relational Embeddings for Weakly-supervised Deep Hashing. Unsupervised Star Galaxy Classification with Cascade Variational Auto-Encoder. Multi-views Embedding for Cattle Re-identification. RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruc …

Paper Group ANR 720

January 29, 2020

Mortality rate forecasting: can recurrent neural networks beat the Lee-Carter model?. MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation. A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition. English-Czech Systems in WMT19: Document-Level Transformer. A computational linguist …

Paper Group ANR 723

January 29, 2020

Early warning in egg production curves from commercial hens: A SVM approach. A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. Understanding Geometry of Encoder-Decoder CNNs. Towards an automatic recognition of mixed languages: The Ukrainian-Russian hybrid language Surzhyk. The Neural State Pushdown Automata. …

Paper Group ANR 725

January 29, 2020

Nostalgin: Extracting 3D City Models from Historical Image Data. Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task. Prediction and Sampling with Local Graph Transforms for Quasi-Lossless Light Field Compression. Deterministic Completion of Rectangular Matrices Using Ramanujan Bigraphs – II: Explicit Cons …

Paper Group ANR 735

January 29, 2020

Rethinking Person Re-Identification with Confidence. Scanner Invariant Representations for Diffusion MRI Harmonization. Richer priors for infinitely wide multi-layer perceptrons. Augmented Replay Memory in Reinforcement Learning With Continuous Control. Event-scheduling algorithms with Kalikow decomposition for simulating potentially infinite neuro …

Paper Group ANR 742

January 29, 2020

Multiple Human Association between Top and Horizontal Views by Matching Subjects’ Spatial Distributions. Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning. Brief Review of Computational Intelligence Algorithms. Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments. Semi-super …

Paper Group ANR 745

January 29, 2020

Multi-Kernel Filtering for Nonstationary Noise: An Extension of Bilateral Filtering Using Image Context. Landscape Connectivity and Dropout Stability of SGD Solutions for Over-parameterized Neural Networks. Biomedical Image Segmentation by Retina-like Sequential Attention Mechanism Using Only A Few Training Images. Deep 3D-Zoom Net: Unsupervised Le …

Paper Group ANR 751

January 29, 2020

Towards Verifying Robustness of Neural Networks Against Semantic Perturbations. Multi-modal dialog for browsing large visual catalogs using exploration-exploitation paradigm in a joint embedding space. Domain Adversarial Reinforcement Learning for Partial Domain Adaptation. Query-by-example on-device keyword spotting. Reinforcement Learning in Heal …

Paper Group ANR 753

January 29, 2020

PVNet: A LRCN Architecture for Spatio-Temporal Photovoltaic PowerForecasting from Numerical Weather Prediction. Adversarial Risk via Optimal Transport and Optimal Couplings. Training Auto-encoder-based Optimizers for Terahertz Image Reconstruction. Macro Action Reinforcement Learning with Sequence Disentanglement using Variational Autoencoder. High …