Salient Object Detection

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 152

Paper Group ANR 152

July 29, 2019

Video Salient Object Detection Using Spatiotemporal Deep Features. Discovering Visual Concept Structure with Sparse and Incomplete Tags. Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI. Mining Object Parts from CNNs via Active Question-Answering. Pre-training Attention Mechanisms. Learning to Detect Human-Ob …
Paper Group ANR 67

Paper Group ANR 67

July 29, 2019

Training Quantized Nets: A Deeper Understanding. Exploiting Color Name Space for Salient Object Detection. A Guided Spatial Transformer Network for Histology Cell Differentiation. A Study on the Extraction and Analysis of a Large Set of Eye Movement Features during Reading. Regulating Highly Automated Robot Ecologies: Insights from Three User Studi …
Paper Group AWR 87

Paper Group AWR 87

July 29, 2019

Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline). Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR. Random Erasing Data Augmentation. Camera Style Adaptation for Person Re-identification. Unlabeled Samples Generated by GAN Improve the Person Re-identification Basel …
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 242

Paper Group ANR 242

July 28, 2019

Discriminative Block-Diagonal Representation Learning for Image Recognition. Learning Correspondence Structures for Person Re-identification. Uncovering Group Level Insights with Accordant Clustering. SparseNN: An Energy-Efficient Neural Network Accelerator Exploiting Input and Output Sparsity. On the convergence properties of a $K$-step averaging …
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 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 294

Paper Group ANR 294

July 28, 2019

Slim Embedding Layers for Recurrent Neural Language Models. SAGA: A Submodular Greedy Algorithm For Group Recommendation. T-SKIRT: Online Estimation of Student Proficiency in an Adaptive Learning System. Learning Non-overlapping Convolutional Neural Networks with Multiple Kernels. Spectral-graph Based Classifications: Linear Regression for Classifi …
Paper Group ANR 354

Paper Group ANR 354

July 28, 2019

Investigating Human Factors in Image Forgery Detection. Label Refinement Network for Coarse-to-Fine Semantic Segmentation. Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes. Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization. Dynamics of core of langua …
Paper Group ANR 481

Paper Group ANR 481

July 27, 2019

Top-down Transformation Choice. MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features. Attention-based Information Fusion using Multi-Encoder-Decoder Recurrent Neural Networks. Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image. …
Paper Group ANR 569

Paper Group ANR 569

July 27, 2019

Robust polynomial regression up to the information theoretic limit. Statistical learning of rational wavelet transform for natural images. Analysing Congestion Problems in Multi-agent Reinforcement Learning. Local System Voting Feature for Machine Translation System Combination. Convolutional Networks with MuxOut Layers as Multi-rate Systems for Im …
Paper Group ANR 645

Paper Group ANR 645

July 27, 2019

Micro Fourier Transform Profilometry ($μ$FTP): 3D shape measurement at 10,000 frames per second. Structure-measure: A New Way to Evaluate Foreground Maps. Locality Preserving Projections for Grassmann manifold. 3D Reconstruction of Simple Objects from A Single View Silhouette Image. Localized LRR on Grassmann Manifolds: An Extrinsic View. Fast Regr …
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 …
Paper Group ANR 780

Paper Group ANR 780

July 26, 2019

Bayes-Optimal Entropy Pursuit for Active Choice-Based Preference Learning. Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks. Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation. Recommendation with k-anonymized Ratings. An Actor-Critic Contextual …
Paper Group NAWR 1

Paper Group NAWR 1

July 26, 2019

Learning a model of facial shape and expression from 4D scans. AutoLearn - Automated Feature Generation and Selection. DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis. Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings. How Many Stemmata with Root De …