Saliency Detection

Paper Group ANR 122

Paper Group ANR 122

July 29, 2019

Support Spinor Machine. Learning to Learn from Noisy Web Videos. Checkpoint Ensembles: Ensemble Methods from a Single Training Process. Towards Instance Segmentation with Object Priority: Prominent Object Detection and Recognition. Benchmarking Decoupled Neural Interfaces with Synthetic Gradients. Document Image Binarization with Fully Convolutiona …
Paper Group ANR 135

Paper Group ANR 135

July 29, 2019

On the regularization of Wasserstein GANs. A representer theorem for deep kernel learning. Resilience: A Criterion for Learning in the Presence of Arbitrary Outliers. Robust Decentralized Learning Using ADMM with Unreliable Agents. Learning to Refine Object Contours with a Top-Down Fully Convolutional Encoder-Decoder Network. EVE: Explainable Vecto …
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 AWR 145

Paper Group AWR 145

July 29, 2019

Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs. Deep Joint Entity Disambiguation with Local Neural Attention. Knowledge Transfer for Melanoma Screening with Deep Learning. Greedy Search for Descriptive Spatial Face Features. Towards Syntactic Iberian Polarity Classification. Fast Generation for Con …
Paper Group AWR 159

Paper Group AWR 159

July 29, 2019

Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction. Grounding Language for Transfer in Deep Reinforcement Learning. Local Convergence of Proximal Splitting Methods for Rank Constrained Problems. PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection. The (Un)reliability of saliency methods. Selecting …
Paper Group AWR 79

Paper Group AWR 79

July 29, 2019

Learning Visual Servoing with Deep Features and Fitted Q-Iteration. Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning. Good Features to Correlate for Visual Tracking. Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval. …
Paper Group AWR 80

Paper Group AWR 80

July 29, 2019

Supervised Saliency Map Driven Segmentation of the Lesions in Dermoscopic Images. Variational Sequential Monte Carlo. A Two-Step Disentanglement Method. Sentence Simplification with Deep Reinforcement Learning. “Parallel Training Considered Harmful?": Comparing series-parallel and parallel feedforward network training. Improved Text Language Identi …
Paper Group ANR 179

Paper Group ANR 179

July 28, 2019

Representation and Reinforcement Learning for Personalized Glycemic Control in Septic Patients. Algorithmic learning of probability distributions from random data in the limit. Efficient Compression Technique for Sparse Sets. Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer. What do We Learn by Semantic Scene Under …
Paper Group ANR 237

Paper Group ANR 237

July 28, 2019

On the Universality of Memcomputing Machines. Weight-based Fish School Search algorithm for Many-Objective Optimization. An Unsupervised Game-Theoretic Approach to Saliency Detection. Logic Programming approaches for routing fault-free and maximally-parallel Wavelength Routed Optical Networks on Chip (Application paper). A Deep Learning Model for T …
Paper Group ANR 256

Paper Group ANR 256

July 28, 2019

From First-Order Logic to Assertional Logic. Catching Anomalous Distributed Photovoltaics: An Edge-based Multi-modal Anomaly Detection. Linear Additive Markov Processes. Neural Network Multitask Learning for Traffic Flow Forecasting. Forecasting using incomplete models. Production Ready Chatbots: Generate if not Retrieve. Counterexample Guided Indu …
Paper Group ANR 259

Paper Group ANR 259

July 28, 2019

Horn-ICE Learning for Synthesizing Invariants and Contracts. Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding. A DIKW Paradigm to Cognitive Engineering. Passive Classification of Source Printer using Text-line-level Geometric Distortion Signatures from Scanned Images of Printed Documents. TripletGAN: Trai …
Paper Group ANR 284

Paper Group ANR 284

July 28, 2019

External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising. A Cascaded Convolutional Neural Network for X-ray Low-dose CT Image Denoising. Towards the Success Rate of One: Real-time Unconstrained Salient Object Detection. Personalized Age Progression with Bi-level Aging Dictionary Learning. Phone-aware Neural Language Identi …
Paper Group ANR 331

Paper Group ANR 331

July 28, 2019

Automatic Curation of Golf Highlights using Multimodal Excitement Features. A study of existing Ontologies in the IoT-domain. A Bimodal Network Approach to Model Topic Dynamics. Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning. Achieving non-discrimination in prediction. Comparison of Modified Kneser- …
Paper Group ANR 332

Paper Group ANR 332

July 28, 2019

Including Dialects and Language Varieties in Author Profiling. A Note on a Tight Lower Bound for MNL-Bandit Assortment Selection Models. Deep Cross-Modal Audio-Visual Generation. Telling Cause from Effect using MDL-based Local and Global Regression. Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images. Fore …
Paper Group ANR 391

Paper Group ANR 391

July 28, 2019

Semiparametric spectral modeling of the Drosophila connectome. Scalable and Incremental Learning of Gaussian Mixture Models. Deep Primal-Dual Reinforcement Learning: Accelerating Actor-Critic using Bellman Duality. Integration of Preferences in Decomposition Multi-Objective Optimization. TensorLog: Deep Learning Meets Probabilistic DBs. MR image re …
Paper Group ANR 454

Paper Group ANR 454

July 28, 2019

Transferable Semi-supervised Semantic Segmentation. Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks. Neural Person Search Machines. Segmenting Sky Pixels in Images. r-BTN: Cross-domain Face Composite and Synthesis from Limited Facial Patches. IAN: The Individual Aggregation Network for Person Search. Climbing a shaky …
Paper Group ANR 473

Paper Group ANR 473

July 27, 2019

An On-chip Trainable and Clock-less Spiking Neural Network with 1R Memristive Synapses. Reconstructing the Forest of Lineage Trees of Diverse Bacterial Communities Using Bio-inspired Image Analysis. Multi-Channel CNN-based Object Detection for Enhanced Situation Awareness. $k$-Nearest Neighbor Augmented Neural Networks for Text Classification. Cros …
Paper Group ANR 541

Paper Group ANR 541

July 27, 2019

PixelNN: Example-based Image Synthesis. Efficient Online Linear Optimization with Approximation Algorithms. Cooperative Hierarchical Dirichlet Processes: Superposition vs. Maximization. Modeling Events as Machines. Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery. DeepAPT: Nation-State APT Attribut …
Paper Group ANR 575

Paper Group ANR 575

July 27, 2019

Quantum Computation via Sparse Distributed Representation. Enhancing approximation abilities of neural networks by training derivatives. Object Discovery via Cohesion Measurement. ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond. Toward Streaming Synapse Detection with Compositional ConvNets. Deep Networks for Compressed Imag …
Paper Group ANR 588

Paper Group ANR 588

July 27, 2019

Rapid parametric density estimation. Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding: Application to Real-time Indoor Localization. The Parallel Algorithm for the 2-D Discrete Wavelet Transform. Approximating meta-heuristics with homotopic recurrent neural networks. Towards co-evolution of fitness predictors and Deep Neural …
Paper Group ANR 593

Paper Group ANR 593

July 27, 2019

Leveraging Sparse and Dense Feature Combinations for Sentiment Classification. The origins of Zipf’s meaning-frequency law. Bayesian Optimisation for Safe Navigation under Localisation Uncertainty. Consistent Kernel Density Estimation with Non-Vanishing Bandwidth. Learning to Factor Policies and Action-Value Functions: Factored Action Space Represe …
Paper Group ANR 608

Paper Group ANR 608

July 27, 2019

Graph-Theoretic Spatiotemporal Context Modeling for Video Saliency Detection. A New Approach for Measuring Sentiment Orientation based on Multi-Dimensional Vector Space. Modeling the Ellsberg Paradox by Argument Strength. Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features. Evasion Attacks against Mach …
Paper Group ANR 612

Paper Group ANR 612

July 27, 2019

Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications. Persistence Flamelets: multiscale Persistent Homology for kernel density exploration. Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study. Fast single image super-resolution based on sigmoid transformation. Co …
Paper Group ANR 616

Paper Group ANR 616

July 27, 2019

Sketching the order of events. Leveraging multiple datasets for deep leaf counting. A Bayesian Perspective on Generalization and Stochastic Gradient Descent. Spectral Method and Regularized MLE Are Both Optimal for Top-$K$ Ranking. Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation. Online Learni …
Paper Group ANR 653

Paper Group ANR 653

July 27, 2019

Sparse Coding on Stereo Video for Object Detection. A multi-branch convolutional neural network for detecting double JPEG compression. Towards Statistical Reasoning in Description Logics over Finite Domains (Full Version). Opinion Polarization by Learning from Social Feedback. Multilevel Modeling with Structured Penalties for Classification from Im …
Paper Group ANR 657

Paper Group ANR 657

July 27, 2019

Stochastic Variance Reduction Methods for Policy Evaluation. Visualizations for an Explainable Planning Agent. A Unified Multi-Faceted Video Summarization System. Building a Regular Decision Boundary with Deep Networks. Online Monotone Games. Bayesian inference on random simple graphs with power law degree distributions. Multi-Image Semantic Matchi …
Paper Group ANR 658

Paper Group ANR 658

July 27, 2019

Can Image Retrieval help Visual Saliency Detection?. Top-Down Saliency Detection Driven by Visual Classification. SMC Faster R-CNN: Toward a scene-specialized multi-object detector. Self-explanatory Deep Salient Object Detection. Similarity Function Tracking using Pairwise Comparisons. The Morphospace of Consciousness. KGAN: How to Break The Minima …
Paper Group ANR 722

Paper Group ANR 722

July 27, 2019

Solving $\ell^p!$-norm regularization with tensor kernels. Deep Learning for automatic sale receipt understanding. Gaussian Filter in CRF Based Semantic Segmentation. Q-Learning Algorithm for VoLTE Closed-Loop Power Control in Indoor Small Cells. Fast LIDAR-based Road Detection Using Fully Convolutional Neural Networks. Learning to segment on tiny …