computer vision

Paper Group ANR 77

Paper Group ANR 77

April 3, 2020

Half-empty or half-full? A Hybrid Approach to Predict Recycling Behavior of Consumers to Increase Reverse Vending Machine Uptime. A Neural Architecture for Person Ontology population. HAMLET – A Learning Curve-Enabled Multi-Armed Bandit for Algorithm Selection. Comparing Different Deep Learning Architectures for Classification of Chest Radiographs …
Paper Group ANR 78

Paper Group ANR 78

April 3, 2020

Understanding Contexts Inside Robot and Human Manipulation Tasks through a Vision-Language Model and Ontology System in a Video Stream. PDGM: a Neural Network Approach to Solve Path-Dependent Partial Differential Equations. Learning Fairness-aware Relational Structures. Leveraging Cross Feedback of User and Item Embeddings for Variational Autoencod …
Paper Group ANR 8

Paper Group ANR 8

April 3, 2020

The Variational InfoMax Learning Objective. An initial investigation on optimizing tandem speaker verification and countermeasure systems using reinforcement learning. Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework. Synchronization in 5G: …
Paper Group ANR 81

Paper Group ANR 81

April 3, 2020

Grounded and Controllable Image Completion by Incorporating Lexical Semantics. Iterative training of neural networks for intra prediction. On Equivalence and Cores for Incomplete Databases in Open and Closed Worlds. Detecting Deficient Coverage in Colonoscopies. Autocamera Calibration for traffic surveillance cameras with wide angle lenses. Machine …
Paper Group ANR 82

Paper Group ANR 82

April 3, 2020

Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis. Identification and Classification of Phenomena in Multispectral Satellite Imagery Using a New Image Smoother Method and its Applications in Environmental Remote Sensing. Biological Random Walks: integrating heterogeneous data in disease gene prioritization. An Inex …
Paper Group ANR 83

Paper Group ANR 83

April 3, 2020

Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms. A Pilot Study on Multiple Choice Machine Reading Comprehension for Vietnamese Texts. A BERT based Sentiment Analysis and Key Entity Detection Approach for Online Financial Texts. A Survey on Machine Reading Comprehension Syste …
Paper Group ANR 85

Paper Group ANR 85

April 3, 2020

Flexible Log File Parsing using Hidden Markov Models. Bi-objective Optimization of Biclustering with Binary Data. An Empirical Evaluation of Perturbation-based Defenses. MLFcGAN: Multi-level Feature Fusion based Conditional GAN for Underwater Image Color Correction. Lung Infection Quantification of COVID-19 in CT Images with Deep Learning. Weakly-s …
Paper Group ANR 86

Paper Group ANR 86

April 3, 2020

Validation and Optimization of Multi-Organ Segmentation on Clinical Imaging Archives. Adversarial Incremental Learning. Offline Grid-Based Coverage path planning for guards in games. Max-Affine Spline Insights into Deep Generative Networks. Can speed up the convergence rate of stochastic gradient methods to $\mathcal{O}(1/k^2)$ by a gradient averag …
Paper Group ANR 87

Paper Group ANR 87

April 3, 2020

Understanding and Mitigating the Tradeoff Between Robustness and Accuracy. Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation. Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities. Unifying Training and Inference for Panoptic Segmentation. Evolution of Image Segmentation using Deep Conv …
Paper Group ANR 9

Paper Group ANR 9

April 3, 2020

Novel Machine Learning Algorithms for Centrality and Cliques Detection in Youtube Social Networks. Compositional Languages Emerge in a Neural Iterated Learning Model. Self-supervised Single-view 3D Reconstruction via Semantic Consistency. STD-Net: Structure-preserving and Topology-adaptive Deformation Network for 3D Reconstruction from a Single Ima …
Paper Group AWR 1

Paper Group AWR 1

April 3, 2020

A Sparse Deep Factorization Machine for Efficient CTR prediction. Probability Weighted Compact Feature for Domain Adaptive Retrieval. Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning. Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features. SQLFlow: A Bridg …
Paper Group AWR 10

Paper Group AWR 10

April 3, 2020

High-Dimensional Feature Selection for Genomic Datasets. Localized Flow-Based Clustering in Hypergraphs. Train Scheduling with Hybrid Answer Set Programming. Regression via Implicit Models and Optimal Transport Cost Minimization. Context Based Emotion Recognition using EMOTIC Dataset. Decentralized Learning for Channel Allocation in IoT Networks ov …
Paper Group AWR 12

Paper Group AWR 12

April 3, 2020

Comparing recurrent and convolutional neural networks for predicting wave propagation. Entity Context and Relational Paths for Knowledge Graph Completion. Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study. Detection of 3D Bounding Boxes of Vehicles Using Perspective Transformation for Accurate Speed Measurement. P …
Paper Group AWR 13

Paper Group AWR 13

April 3, 2020

Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks. SparseIDS: Learning Packet Sampling with Reinforcement Learning. Quantisation and Pruning for Neural Network Compression and Regularisation. BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation. A Simple Framework for Contrastive Learning of Visual Representati …
Paper Group AWR 21

Paper Group AWR 21

April 3, 2020

Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object Recognition. Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling. Counter-example Guided Learning of Bounds on Environment Behavior. Multi-Level Representation Learning for Deep Subspace Clustering. Co-occurrence of deep convolutional featu …
Paper Group AWR 22

Paper Group AWR 22

April 3, 2020

Adapting Grad-CAM for Embedding Networks. Fast Sequence-Based Embedding with Diffusion Graphs. Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU. Learning Deformable Registration of Medical Images with Anatomical Constraints. Estimating Counterfactual Treatment Outcomes over Time Through Advers …
Paper Group AWR 24

Paper Group AWR 24

April 3, 2020

Advbox: a toolbox to generate adversarial examples that fool neural networks. On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks. Inductive Document Network Embedding with Topic-Word Attention. Explaining Away Attacks Against Neural Networks. Predicting Many Properties of a Quantum System from Very Few Measurements. Mu …
Paper Group AWR 25

Paper Group AWR 25

April 3, 2020

ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation. Stance Detection Benchmark: How Robust Is Your Stance Detection?. Modeling ASR Ambiguity for Dialogue State Tracking Using Word Confusion Networks. Plato Dialogue System: A Flexible Conversational AI Research Platform. Two-Stream Aural-Visual Affect Analysis in the Wild. Cli …
Paper Group AWR 27

Paper Group AWR 27

April 3, 2020

Discrete Action On-Policy Learning with Action-Value Critic. TAdam: A Robust Stochastic Gradient Optimizer. Random Smoothing Might be Unable to Certify $\ell_\infty$ Robustness for High-Dimensional Images. To Share or Not To Share: A Comprehensive Appraisal of Weight-Sharing. Negative Margin Matters: Understanding Margin in Few-shot Classification. …
Paper Group AWR 3

Paper Group AWR 3

April 3, 2020

TFApprox: Towards a Fast Emulation of DNN Approximate Hardware Accelerators on GPU. Detecting Patch Adversarial Attacks with Image Residuals. Limitations of weak labels for embedding and tagging. Manifold Regularization for Adversarial Robustness. Unified Image and Video Saliency Modeling. Joint Geographical and Temporal Modeling based on Matrix Fa …
Paper Group AWR 30

Paper Group AWR 30

April 3, 2020

DSNAS: Direct Neural Architecture Search without Parameter Retraining. Two-Sample Testing for Event Impacts in Time Series. Discovering Mathematical Objects of Interest – A Study of Mathematical Notations. Semantic Pyramid for Image Generation. A Framework for Evaluation of Machine Reading Comprehension Gold Standards. Fast and Three-rious: Speedi …
Paper Group AWR 33

Paper Group AWR 33

April 3, 2020

Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation. Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer. Subclass Distillation. Exploring and Improving Robustness of Multi Task Deep Neural Networks via Domain Agnostic Defenses. Relaxing Relationship Querie …
Paper Group AWR 34

Paper Group AWR 34

April 3, 2020

Fast is better than free: Revisiting adversarial training. Blurry Video Frame Interpolation. CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description. Boosting Adversarial Training with Hypersphere Embedding. Collaborative Motion Prediction via Neural Motion Message Passing …
Paper Group AWR 35

Paper Group AWR 35

April 3, 2020

Adversarial Perturbations Fool Deepfake Detectors. Wise Sliding Window Segmentation: A classification-aided approach for trajectory segmentation. What Deep CNNs Benefit from Global Covariance Pooling: An Optimization Perspective. Cloud-Net+: A Cloud Segmentation CNN for Landsat 8 Remote Sensing Imagery Optimized with Filtered Jaccard Loss Function. …
Paper Group AWR 37

Paper Group AWR 37

April 3, 2020

A Neuro-AI Interface for Evaluating Generative Adversarial Networks. batchboost: regularization for stabilizing training with resistance to underfitting & overfitting. Learning Contextualized Document Representations for Healthcare Answer Retrieval. Improving Neural Named Entity Recognition with Gazetteers. TyDi QA: A Benchmark for Information-Seek …
Paper Group AWR 39

Paper Group AWR 39

April 3, 2020

A Dataset of German Legal Documents for Named Entity Recognition. Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation. Listwise Learning to Rank by Exploring Unique Ratings. VerSe: A Vertebrae Labelling and Segmentation Benchmark. Probabilistic Regression for Visual Tracking. Instance Credibili …
Paper Group AWR 4

Paper Group AWR 4

April 3, 2020

Masked Face Recognition Dataset and Application. PrivacyFL: A simulator for privacy-preserving and secure federated learning. Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol. A Machine Learning alternative to placebo-controlled clinical trials upon new diseases: A primer. DSGN: Deep Stereo Geometry Network …
Paper Group AWR 40

Paper Group AWR 40

April 3, 2020

Embedding Propagation: Smoother Manifold for Few-Shot Classification. Discrete-valued Preference Estimation with Graph Side Information. PeelNet: Textured 3D reconstruction of human body using single view RGB image. Outcome Correlation in Graph Neural Network Regression. Explainable Deep Convolutional Candlestick Learner. Knowledge Distillation for …