Image Restoration

Paper Group AWR 25

Paper Group AWR 25

July 30, 2019

Semantic Instance Segmentation with a Discriminative Loss Function. Large-Scale Plant Classification with Deep Neural Networks. Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields. The Perception-Distortion Tradeoff. Deep Potential Molecular Dynamics: a scalable model with the accuracy of quantum mechanics. Improving text classifica …
Paper Group AWR 49

Paper Group AWR 49

July 30, 2019

Bidirectional Attention for SQL Generation. Analytic solution and stationary phase approximation for the Bayesian lasso and elastic net. A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing. Multi-Task Learning by Deep Collaboration and Application in Facial Landmark Detection. Contextualized Word Representations for …
Paper Group AWR 71

Paper Group AWR 71

July 30, 2019

Learning SO(3) Equivariant Representations with Spherical CNNs. Open-World Knowledge Graph Completion. Should Robots be Obedient?. Learning a Generative Model for Validity in Complex Discrete Structures. Trainable Greedy Decoding for Neural Machine Translation. Wavelet Convolutional Neural Networks for Texture Classification. Fast Meta-Learning for …
Paper Group ANR 117

Paper Group ANR 117

July 29, 2019

Computer methods for 3D motion tracking in real-time. Illuminant Spectra-based Source Separation Using Flash Photography. ES Is More Than Just a Traditional Finite-Difference Approximator. Global optimization for low-dimensional switching linear regression and bounded-error estimation. Predicting Positive and Negative Links with Noisy Queries: Theo …
Paper Group ANR 141

Paper Group ANR 141

July 29, 2019

A Sampling Theory Perspective of Graph-based Semi-supervised Learning. Implicitly Incorporating Morphological Information into Word Embedding. Visually grounded learning of keyword prediction from untranscribed speech. Mesh-based 3D Textured Urban Mapping. Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning. Classificati …
Paper Group ANR 15

Paper Group ANR 15

July 29, 2019

Deceiving Google’s Cloud Video Intelligence API Built for Summarizing Videos. On Estimation of Conditional Modes Using Multiple Quantile Regressions. Embedded Spectral Descriptors: Learning the point-wise correspondence metric via Siamese neural networks. MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks. CNN as Gu …
Paper Group ANR 52

Paper Group ANR 52

July 29, 2019

A Security Monitoring Framework For Virtualization Based HEP Infrastructures. Speech Recognition Challenge in the Wild: Arabic MGB-3. An Edge Driven Wavelet Frame Model for Image Restoration. Simultaneous Detection and Quantification of Retinal Fluid with Deep Learning. Gradient-enhanced kriging for high-dimensional problems. Multiple Context-Free …
Paper Group AWR 120

Paper Group AWR 120

July 29, 2019

Intrinsically Motivated Goal Exploration Processes with Automatic Curriculum Learning. Stochastic Gradient Descent as Approximate Bayesian Inference. Bayesian Optimization with Gradients. Riemannian approach to batch normalization. Match-Tensor: a Deep Relevance Model for Search. DeepIEP: a Peptide Sequence Model of Isoelectric Point (IEP/pI) using …
Paper Group AWR 137

Paper Group AWR 137

July 29, 2019

Blind Image Fusion for Hyperspectral Imaging with the Directional Total Variation. Rotational Unit of Memory. Deep and Confident Prediction for Time Series at Uber. Cynical Selection of Language Model Training Data. Temporal Relational Reasoning in Videos. End-to-end Neural Coreference Resolution. Deep Rotation Equivariant Network. Classification w …
Paper Group AWR 183

Paper Group AWR 183

July 29, 2019

Convolutional Networks for Spherical Signals. Image Restoration by Iterative Denoising and Backward Projections. Population Based Training of Neural Networks. Feature selection in high-dimensional dataset using MapReduce. Inferring Generative Model Structure with Static Analysis. Unsupervised Context-Sensitive Spelling Correction of English and Dut …
Paper Group AWR 192

Paper Group AWR 192

July 29, 2019

Robust Registration of Gaussian Mixtures for Colour Transfer. Transfer Learning for Speech Recognition on a Budget. Get To The Point: Summarization with Pointer-Generator Networks. Eye In-Painting with Exemplar Generative Adversarial Networks. Progressive Learning for Systematic Design of Large Neural Networks. Learning to Find Good Correspondences …
Paper Group AWR 95

Paper Group AWR 95

July 29, 2019

Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification. Prosodic Features from Large Corpora of Child-Directed Speech as Predictors of the Age of Acquisition of Words. Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation. Sequence-to-Sequence Models …
Paper Group ANR 199

Paper Group ANR 199

July 28, 2019

PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation. Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection. Bootstrapping Labelled Dataset Construction for Cow Tracking and Behavior Analysis. Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery. Do Neural Nets Learn Statistical Laws behind Natura …
Paper Group ANR 216

Paper Group ANR 216

July 28, 2019

A Generalized Motion Pattern and FCN based approach for retinal fluid detection and segmentation. Multi-Label Learning with Label Enhancement. Language Modeling with Highway LSTM. AI, Native Supercomputing and The Revival of Moore’s Law. Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning. Interpreting Classifiers throug …
Paper Group ANR 264

Paper Group ANR 264

July 28, 2019

Learning Concept Embeddings for Efficient Bag-of-Concepts Densification. End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. General AI Challenge - Round One: Gradual Learning. Modeling Latent Attention Within Neural Networks. A Robust Multi-Batch L-BFGS Method for Machine Learn …
Paper Group ANR 279

Paper Group ANR 279

July 28, 2019

Robust Tracking Using Region Proposal Networks. Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk. Matroids Hitting Sets and Unsupervised Dependency Grammar Induction. Video Highlight Prediction Using Audience Chat Reactions. Flow Navigation by Smart Microswimmers via Reinforcement Learning. Comparison of echo state network o …
Paper Group ANR 288

Paper Group ANR 288

July 28, 2019

UBSegNet: Unified Biometric Region of Interest Segmentation Network. Convolutional Neural Networks: Ensemble Modeling, Fine-Tuning and Unsupervised Semantic Localization for Intraoperative CLE Images. Effective Spoken Language Labeling with Deep Recurrent Neural Networks. Efficient and Effective Single-Document Summarizations and A Word-Embedding M …
Paper Group ANR 347

Paper Group ANR 347

July 28, 2019

6D Object Pose Estimation with Depth Images: A Seamless Approach for Robotic Interaction and Augmented Reality. BARCHAN: Blob Alignment for Robust CHromatographic ANalysis. Generative Adversarial Mapping Networks. Arabidopsis roots segmentation based on morphological operations and CRFs. A New Convolutional Network-in-Network Structure and Its Appl …
Paper Group ANR 409

Paper Group ANR 409

July 28, 2019

Deep Recurrent Neural Networks for seizure detection and early seizure detection systems. Calligraphic Stylisation Learning with a Physiologically Plausible Model of Movement and Recurrent Neural Networks. Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration. Deep scattering transform applied to note onset detection and instrument …
Paper Group ANR 451

Paper Group ANR 451

July 28, 2019

Towards Closing the Energy Gap Between HOG and CNN Features for Embedded Vision. Hand Gesture Real Time Paint Tool - Box. Matrix Completion via Factorizing Polynomials. Priming Neural Networks. Data-Intensive Supercomputing in the Cloud: Global Analytics for Satellite Imagery. LTSG: Latent Topical Skip-Gram for Mutually Learning Topic Model and Vec …
Paper Group ANR 472

Paper Group ANR 472

July 27, 2019

Variational Inference for Gaussian Process Models with Linear Complexity. Boltzmann Exploration Done Right. Fully Convolutional Neural Networks for Dynamic Object Detection in Grid Maps (Masters Thesis). Hypothesis Testing for High-Dimensional Multinomials: A Selective Review. Towards Building Large Scale Multimodal Domain-Aware Conversation System …
Paper Group ANR 488

Paper Group ANR 488

July 27, 2019

Matching Code and Law: Achieving Algorithmic Fairness with Optimal Transport. Accelerating CS in Parallel Imaging Reconstructions Using an Efficient and Effective Circulant Preconditioner. Depression Severity Estimation from Multiple Modalities. Tuning Over-Relaxed ADMM. Spontaneous Symmetry Breaking in Neural Networks. Cardinal Virtues: Extracting …
Paper Group ANR 525

Paper Group ANR 525

July 27, 2019

Bundle Optimization for Multi-aspect Embedding. Convolutional Neural Pyramid for Image Processing. Calculating Probabilities Simplifies Word Learning. Optimal and Learning Control for Autonomous Robots. Distributed Kernel K-Means for Large Scale Clustering. Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evo …
Paper Group ANR 539

Paper Group ANR 539

July 27, 2019

Experimental Analysis of Design Elements of Scalarizing Functions-based Multiobjective Evolutionary Algorithms. Phylogenetic Convolutional Neural Networks in Metagenomics. Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images. Bayesian Compressive Sensing Using Normal Product Priors. Multitask training with unlabele …
Paper Group ANR 564

Paper Group ANR 564

July 27, 2019

A Tribe Competition-Based Genetic Algorithm for Feature Selection in Pattern Classification. Restoration of Images with Wavefront Aberrations. Automatic Taxonomy Generation - A Use-Case in the Legal Domain. Online Tool Condition Monitoring Based on Parsimonious Ensemble+. Exact Topology Reconstruction of Radial Dynamical Systems with Applications t …
Paper Group ANR 566

Paper Group ANR 566

July 27, 2019

Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure. Less-forgetful Learning for Domain Expansion in Deep Neural Networks. Compact Tensor Pooling for Visual Question Answering. DeepDeblur: Fast one-step blurry face images restoration. Handling PDDL3.0 State Trajectory Constraints with Temporal Landmarks. UG^2: …
Paper Group ANR 601

Paper Group ANR 601

July 27, 2019

Fast Top-k Area Topics Extraction with Knowledge Base. Integrating semi-supervised label propagation and random forests for multi-atlas based hippocampus segmentation. One for All: Towards Language Independent Named Entity Linking. Speckle Reduction with Trained Nonlinear Diffusion Filtering. Camera-trap images segmentation using multi-layer robust …
Paper Group ANR 654

Paper Group ANR 654

July 27, 2019

Sparse High-Dimensional Regression: Exact Scalable Algorithms and Phase Transitions. Incident Light Frequency-based Image Defogging Algorithm. DE-PACRR: Exploring Layers Inside the PACRR Model. Learning of Coordination Policies for Robotic Swarms. Principal Boundary on Riemannian Manifolds. Third-Person Imitation Learning. Semantically Consistent R …