Face Recognition

Paper Group ANR 212

Paper Group ANR 212

April 2, 2020

Fully reversible neural networks for large-scale surface and sub-surface characterization via remote sensing. Boosting Deep Face Recognition via Disentangling Appearance and Geometry. Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces. SalsaNext: Fast Semantic Segmentation of LiDAR Point Clouds for Autonomous Drivin …
Paper Group ANR 249

Paper Group ANR 249

April 2, 2020

Many-to-Many Voice Conversion using Conditional Cycle-Consistent Adversarial Networks. NCVis: Noise Contrastive Approach for Scalable Visualization. Matrix-LSTM: a Differentiable Recurrent Surface for Asynchronous Event-Based Data. MAC Protocol Design Optimization Using Deep Learning. The Rumour Mill: Making the Spread of Misinformation Explicit an …
Paper Group ANR 270

Paper Group ANR 270

April 2, 2020

Sharpe Ratio in High Dimensions: Cases of Maximum Out of Sample, Constrained Maximum, and Optimal Portfolio Choice. A Comparative Evaluation of Pitch Modification Techniques. Incremental Evolution and Development of Deep Artificial Neural Networks. Impact of Semantic Granularity on Geographic Information Search Support. Evaluation of Model Selectio …
Paper Group ANR 278

Paper Group ANR 278

April 2, 2020

Rethinking Batch Normalization in Transformers. Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream. PointAR: Efficient Lighting Estimation for Mobile Augmented Reality. Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification. Distributional semantic modeling: a revised tec …
Paper Group ANR 302

Paper Group ANR 302

April 2, 2020

Self-Supervised Object-in-Gripper Segmentation from Robotic Motions. Domain Adaptation As a Problem of Inference on Graphical Models. Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video-Based Face Recognition. Learning robotic ultrasound scanning using probabilistic temporal ranking. A New MRAM-based Process In-Memory Accelerat …
Paper Group ANR 326

Paper Group ANR 326

April 2, 2020

Attention-aware fusion RGB-D face recognition. The Mertens Unrolled Network (MU-Net): A High Dynamic Range Fusion Neural Network for Through the Windshield Driver Recognition. Optimized Directed Roadmap Graph for Multi-Agent Path Finding Using Stochastic Gradient Descent. Visual Navigation Among Humans with Optimal Control as a Supervisor. Multipli …
Paper Group ANR 333

Paper Group ANR 333

April 2, 2020

D3BA: A Tool for Optimizing Business Processes Using Non-Deterministic Planning. Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering. Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning. Dual Graph Representation Learning. Know Your Surroundings: Exploiting Scene Information for …
Paper Group ANR 376

Paper Group ANR 376

April 2, 2020

Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text. MuST-Cinema: a Speech-to-Subtitles corpus. Momentum Improves Normalized SGD. Accessing Higher-level Representations in Sequential Transformers with Feedback Memory. Temporally Folded Convolutional Neural Networks for Sequence Forecasting. Guider l’attention dans les mode …
Paper Group ANR 89

Paper Group ANR 89

April 2, 2020

Edge-Gated CNNs for Volumetric Semantic Segmentation of Medical Images. Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation. Segmentação de imagens utilizando competição e cooperação entre partículas. Near-Optimal Hardware Design for Convolutional Neural Networks. Distributed Learning …
Paper Group ANR 92

Paper Group ANR 92

April 2, 2020

Targeted free energy estimation via learned mappings. Global Convergence of Frank Wolfe on One Hidden Layer Networks. Monocular Depth Estimation Based On Deep Learning: An Overview. A Survey on Dragonfly Algorithm and its Applications in Engineering. Machine Learning for Intelligent Optical Networks: A Comprehensive Survey. Teaching Temporal Logics …
Paper Group ANR 393

Paper Group ANR 393

April 1, 2020

Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation. Stochastic Regret Minimization in Extensive-Form Games. Softmax Splatting for Video Frame Interpolation. Automatic lesion segmentation and Pathological Myopia classification in fundus images. Weakly Supervised Lesion Co-segmentation …
Paper Group ANR 400

Paper Group ANR 400

April 1, 2020

Contextual Policy Reuse using Deep Mixture Models. Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images. How Does BN Increase Collapsed Neural Network Filters?. Quantum noise protects quantum classifiers against adversaries. Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approac …
Paper Group ANR 404

Paper Group ANR 404

April 1, 2020

Confidence Guided Stereo 3D Object Detection with Split Depth Estimation. Learning discrete state abstractions with deep variational inference. MDLdroid: a ChainSGD-reduce Approach to Mobile Deep Learning for Personal Mobile Sensing. Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models. Group Sparsity: The Hinge Between …
Paper Group ANR 408

Paper Group ANR 408

April 1, 2020

An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices. Backdooring and Poisoning Neural Networks with Image-Scaling Attacks. Cluster-Based Social Reinforcement Learning. Detection of Pitt-Hopkins Syndrome based on morphological facial features. Towards Evaluating Plan Generation Approaches with Instructional Texts. Fol …
Paper Group ANR 420

Paper Group ANR 420

April 1, 2020

A Systematic Evaluation: Fine-Grained CNN vs. Traditional CNN Classifiers. LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention. Dual Multi-head Co-attention for Multi-choice Reading Comprehension. Multiscale Sparsifying Transform Learning for Image Denoising. Laplacian Denoising Autoencoder. Robust an …
Paper Group ANR 443

Paper Group ANR 443

April 1, 2020

COPT: Coordinated Optimal Transport on Graphs. Microvascular Dynamics from 4D Microscopy Using Temporal Segmentation. TopRank+: A Refinement of TopRank Algorithm. Silly rules improve the capacity of agents to learn stable enforcement and compliance behaviors. Model-based Multi-Agent Reinforcement Learning with Cooperative Prioritized Sweeping. SOM- …
Paper Group ANR 445

Paper Group ANR 445

April 1, 2020

Friend Recommendation based on Hashtags Analysis. RF Sensing for Continuous Monitoring of Human Activities for Home Consumer Applications. Evaluating Temporal Queries Over Video Feeds. Unbiased Mean Teacher for Cross Domain Object Detection. Adversarial Encoder-Multi-Task-Decoder for Multi-Stage Processes. FEA-Net: A Physics-guided Data-driven Mode …
Paper Group ANR 451

Paper Group ANR 451

April 1, 2020

Caption Generation of Robot Behaviors based on Unsupervised Learning of Action Segments. A Deep Learning Approach to Behavior-Based Learner Modeling. Improving cross-lingual model transfer by chunking. Generating Sense Embeddings for Syntactic and Semantic Analogy for Portuguese. Robust Learning-Based Control via Bootstrapped Multiplicative Noise. …
Paper Group ANR 459

Paper Group ANR 459

April 1, 2020

Deep Frequent Spatial Temporal Learning for Face Anti-Spoofing. On the Robustness of Cooperative Multi-Agent Reinforcement Learning. Safe Crossover of Neural Networks Through Neuron Alignment. Experimental Analysis of Reinforcement Learning Techniques for Spectrum Sharing Radar. Estimation for Compositional Data using Measurements from Nonlinear Sy …
Paper Group ANR 464

Paper Group ANR 464

April 1, 2020

On Demand Solid Texture Synthesis Using Deep 3D Networks. Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes. Adversarial Generation of Informative Trajectories for Dynamics System Identification. One-Shot Domain Adaptation For Face Generation. Learning to Fly via Deep Model-Based Reinforcement Learning. Dual-Attention GAN fo …
Paper Group ANR 473

Paper Group ANR 473

April 1, 2020

CNN-CASS: CNN for Classification of Coronary Artery Stenosis Score in MPR Images. FOCUS: Dealing with Label Quality Disparity in Federated Learning. Secure Metric Learning via Differential Pairwise Privacy. OpenGAN: Open Set Generative Adversarial Networks. Combining Offline Causal Inference and Online Bandit Learning for Data Driven Decisions. Bui …
Paper Group ANR 508

Paper Group ANR 508

April 1, 2020

Modelling Latent Skills for Multitask Language Generation. Question Type Classification Methods Comparison. Generalizing Face Representation with Unlabeled Data. Interpretable Multi Time-scale Constraints in Model-free Deep Reinforcement Learning for Autonomous Driving. From Statistical Relational to Neuro-Symbolic Artificial Intelligence. A Compac …
Paper Group NANR 112

Paper Group NANR 112

April 1, 2020

TSInsight: A local-global attribution framework for interpretability in time-series data. Connecting the Dots Between MLE and RL for Sequence Prediction. Quantum Semi-Supervised Kernel Learning. Meta-Graph: Few shot Link Prediction via Meta Learning. Learning transitional skills with intrinsic motivation. Distilling the Knowledge of BERT for Text G …
Paper Group NANR 121

Paper Group NANR 121

April 1, 2020

Decoupling Hierarchical Recurrent Neural Networks With Locally Computable Losses. Combining graph and sequence information to learn protein representations. A Simple and Scalable Shape Representation for 3D Reconstruction. Self-labelling via simultaneous clustering and representation learning. Multiplicative Interactions and Where to Find Them. Ind …
Paper Group NANR 48

Paper Group NANR 48

April 1, 2020

Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing. Estimating counterfactual treatment outcomes over time through adversarially balanced representations. Generalized Convolutional Forest Networks for Domain Generalization and Visual Recognition. Hypermodels for Exploration. SpikeGrad: An ANN-equiv …
Paper Group NANR 49

Paper Group NANR 49

April 1, 2020

Diving into Optimization of Topology in Neural Networks. Stabilizing Transformers for Reinforcement Learning. Aggregating explanation methods for neural networks stabilizes explanations. Accelerated Variance Reduced Stochastic Extragradient Method for Sparse Machine Learning Problems. Attributed Graph Learning with 2-D Graph Convolution. Chordal-GC …
Paper Group NANR 84

Paper Group NANR 84

April 1, 2020

HOPPITY: LEARNING GRAPH TRANSFORMATIONS TO DETECT AND FIX BUGS IN PROGRAMS. Benchmarking Model-Based Reinforcement Learning. Defending Against Physically Realizable Attacks on Image Classification. 3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training. The Gambler’s Problem and Beyond. Smooth markets: A basic mech …