Multiple Instance Learning

Paper Group ANR 125

Paper Group ANR 125

May 7, 2019

Blind Deconvolution of PET Images using Anatomical Priors. Field-Programmable Crossbar Array (FPCA) for Reconfigurable Computing. Robust nonparametric nearest neighbor random process clustering. Similarity Learning for Time Series Classification. PIGMIL: Positive Instance Detection via Graph Updating for Multiple Instance Learning. Multiple Instanc …
Paper Group ANR 136

Paper Group ANR 136

May 7, 2019

Bounded Optimal Exploration in MDP. Improved Multi-Class Cost-Sensitive Boosting via Estimation of the Minimum-Risk Class. Improved Particle Filters for Vehicle Localisation. Using Machine Learning to Decide When to Precondition Cylindrical Algebraic Decomposition With Groebner Bases. Loss Bounds and Time Complexity for Speed Priors. New Liftable C …
Paper Group ANR 2

Paper Group ANR 2

May 7, 2019

Why and When Can Deep – but Not Shallow – Networks Avoid the Curse of Dimensionality: a Review. Voice Conversion using Convolutional Neural Networks. Joint Alignment of Multiple Point Sets with Batch and Incremental Expectation-Maximization. Computational Tradeoffs in Biological Neural Networks: Self-Stabilizing Winner-Take-All Networks. Extendin …
Paper Group ANR 98

Paper Group ANR 98

May 7, 2019

Lazy Evaluation of Convolutional Filters. Stereo Video Deblurring. Neural Random Forests. Non-contact hemodynamic imaging reveals the jugular venous pulse waveform. Perfect Fingerprint Orientation Fields by Locally Adaptive Global Models. Enhanced perceptrons using contrastive biclusters. Fast Video Classification via Adaptive Cascading of Deep Mod …
Paper Group AWR 30

Paper Group AWR 30

May 7, 2019

Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics. Overcoming catastrophic forgetting in neural networks. Synthesized Classifiers for Zero-Shot Learning. XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks. Hierarchical Question-Image Co-Attention for Visual Question Answering. Spatially …
Paper Group AWR 89

Paper Group AWR 89

May 7, 2019

Self Paced Deep Learning for Weakly Supervised Object Detection. Variational Inference: A Review for Statisticians. An empirical study on the effects of different types of noise in image classification tasks. Revisiting Distributed Synchronous SGD. RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks. Joint Unsupe …
Paper Group ANR 177

Paper Group ANR 177

May 6, 2019

Learning Fast Sparsifying Transforms. An Information Extraction Approach to Prescreen Heart Failure Patients for Clinical Trials. OpenTripPlanner, OpenStreetMap, General Transit Feed Specification: Tools for Disaster Relief and Recovery. A Novel Progressive Multi-label Classifier for Classincremental Data. Minimax Lower Bounds for Kronecker-Structu …
Paper Group ANR 205

Paper Group ANR 205

May 6, 2019

EEF: Exponentially Embedded Families with Class-Specific Features for Classification. Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering. Modelling Interaction of Sentence Pair with coupled-LSTMs. Stability of Analytic Neural Networks with Event-triggered Synaptic Feedbacks. Optimal Generalized Decision T …
Paper Group ANR 262

Paper Group ANR 262

May 6, 2019

Rigid Slice-To-Volume Medical Image Registration through Markov Random Fields. Deep API Learning. Multimodal Remote Sensing Image Registration with Accuracy Estimation at Local and Global Scales. Automated assessment of non-native learner essays: Investigating the role of linguistic features. Relative Error Embeddings for the Gaussian Kernel Distan …
Paper Group ANR 292

Paper Group ANR 292

May 6, 2019

Canonical Correlation Analysis for Analyzing Sequences of Medical Billing Codes. Relativistic Monte Carlo. A multiple instance learning approach for sequence data with across bag dependencies. Learning to Search on Manifolds for 3D Pose Estimation of Articulated Objects. Sparsely-Connected Neural Networks: Towards Efficient VLSI Implementation of D …
Paper Group ANR 298

Paper Group ANR 298

May 6, 2019

Randomized block proximal damped Newton method for composite self-concordant minimization. An Integrated Optimization + Learning Approach to Optimal Dynamic Pricing for the Retailer with Multi-type Customers in Smart Grids. Fixpoint Approximation of Strategic Abilities under Imperfect Information. Simultaneous Estimation of Noise Variance and Numbe …
Paper Group ANR 336

Paper Group ANR 336

May 6, 2019

Photo-Quality Evaluation based on Computational Aesthetics: Review of Feature Extraction Techniques. Space-Filling Curves as a Novel Crystal Structure Representation for Machine Learning Models. Ms. Pac-Man Versus Ghost Team CIG 2016 Competition. A First Attempt to Cloud-Based User Verification in Distributed System. Heart Beat Characterization fro …
Paper Group ANR 340

Paper Group ANR 340

May 6, 2019

Multi-Scale Anisotropic Fourth-Order Diffusion Improves Ridge and Valley Localization. User Personalized Satisfaction Prediction via Multiple Instance Deep Learning. Context Trees: Augmenting Geospatial Trajectories with Context. New version of Gram-Schmidt Process with inverse for Signal and Image Processing. Efficiency of active learning for the …
Paper Group ANR 354

Paper Group ANR 354

May 6, 2019

FLOCK: Combating Astroturfing on Livestreaming Platforms. M3: Scaling Up Machine Learning via Memory Mapping. Self-Organising Maps in Computer Security. Analysis of gradient descent methods with non-diminishing, bounded errors. Incremental Learning for Fully Unsupervised Word Segmentation Using Penalized Likelihood and Model Selection. Fused DNN: A …
Paper Group ANR 370

Paper Group ANR 370

May 6, 2019

Modeling Time Series Similarity with Siamese Recurrent Networks. Multi-task learning with deep model based reinforcement learning. Cognitive state classification using transformed fMRI data. PixelVAE: A Latent Variable Model for Natural Images. How is a data-driven approach better than random choice in label space division for multi-label classific …
Paper Group ANR 467

Paper Group ANR 467

May 5, 2019

Probabilistic Failure Analysis in Model Validation & Verification. k-variates++: more pluses in the k-means++. Warped Convolutions: Efficient Invariance to Spatial Transformations. Forecasting Volatility in Indian Stock Market using Artificial Neural Network with Multiple Inputs and Outputs. Savu: A Python-based, MPI Framework for Simultaneous Proc …
Paper Group ANR 485

Paper Group ANR 485

May 5, 2019

High dimensional thresholded regression and shrinkage effect. Grid-like structure is optimal for path integration. Adaptive Training of Random Mapping for Data Quantization. Feature Learning from Spectrograms for Assessment of Personality Traits. A Novel Approach for Data-Driven Automatic Site Recommendation and Selection. Non-Central Catadioptric …
Paper Group ANR 511

Paper Group ANR 511

May 5, 2019

Kernel-Based Structural Equation Models for Topology Identification of Directed Networks. Extending DLR with Labelled Tuples, Projections, Functional Dependencies and Objectification (full version). “Knowing value” logic as a normal modal logic. On the uniform one-dimensional fragment. Baseline CNN structure analysis for facial expression recogniti …
Paper Group NANR 109

Paper Group NANR 109

May 5, 2019

Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex - V). Pattern-based Word Sketches for the Extraction of Semantic Relations. T=ezaurs.lv: the Largest Open Lexical Database for Latvian. Detecting late-life depression in Alzheimer’s disease through analysis of speech and language. Proceedings of the Third International Wo …
Paper Group NANR 27

Paper Group NANR 27

May 5, 2019

That’ll Do Fine!: A Coarse Lexical Resource for English-Hindi MT, Using Polylingual Topic Models. Bidirectional LSTM for Named Entity Recognition in Twitter Messages. Adding syntactic structure to bilingual terminology for improved domain adaptation. Data Resource Acquisition from People at Various Stages of Cognitive Decline – Design and Explorat …