Meta-Learning

Paper Group ANR 723

January 29, 2020

Early warning in egg production curves from commercial hens: A SVM approach. A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. Understanding Geometry of Encoder-Decoder CNNs. Towards an automatic recognition of mixed languages: The Ukrainian-Russian hybrid language Surzhyk. The Neural State Pushdown Automata. …

Paper Group ANR 727

January 29, 2020

A numerical measure of the instability of Mapper-type algorithms. Learning to Generalize to Unseen Tasks with Bilevel Optimization. Convergence Rates of Variational Inference in Sparse Deep Learning. On the Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost. Machine: The New Art Connoisseur. Improving Model …

Paper Group ANR 735

January 29, 2020

Rethinking Person Re-Identification with Confidence. Scanner Invariant Representations for Diffusion MRI Harmonization. Richer priors for infinitely wide multi-layer perceptrons. Augmented Replay Memory in Reinforcement Learning With Continuous Control. Event-scheduling algorithms with Kalikow decomposition for simulating potentially infinite neuro …

Paper Group ANR 741

January 29, 2020

Multitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos. Extensions of Generic DOL for Generic Ontology Design Patterns. Machine Learning-based Signal Detection for PMH Signals in Load-modulated MIMO System. Recurrent Existence Dete …

Paper Group ANR 1005

January 28, 2020

QSMGAN: Improved Quantitative Susceptibility Mapping using 3D Generative Adversarial Networks with Increased Receptive Field. Recommendations and User Agency: The Reachability of Collaboratively-Filtered Information. A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation. Hiding Information in Big Data based on Deep Learning. Microsco …

Paper Group ANR 1008

January 28, 2020

Context Matters: Recovering Human Semantic Structure from Machine Learning Analysis of Large-Scale Text Corpora. Equal Opportunity and Affirmative Action via Counterfactual Predictions. Kernel methods for detecting coherent structures in dynamical data. Improving localization-based approaches for breast cancer screening exam classification. Artific …

Paper Group ANR 1060

January 28, 2020

Morphology-Agnostic Visual Robotic Control. Investigating the effect of competitiveness power in estimating the average weighted price in electricity market. Deep splitting method for parabolic PDEs. Countering Noisy Labels By Learning From Auxiliary Clean Labels. Information Aggregation for Multi-Head Attention with Routing-by-Agreement. Deep mate …

Paper Group ANR 772

January 28, 2020

Biases for Emergent Communication in Multi-agent Reinforcement Learning. LOGAN: Unpaired Shape Transform in Latent Overcomplete Space. Adversarial Attacks on Spoofing Countermeasures of automatic speaker verification. Human detection of machine manipulated media. Self-Adaptive Soft Voice Activity Detection using Deep Neural Networks for Robust Spea …

Paper Group ANR 779

January 28, 2020

Blind Motion Deblurring with Cycle Generative Adversarial Networks. Variational approach to unsupervised learning. A Collaborative Approach using Ridge-Valley Minutiae for More Accurate Contactless Fingerprint Identification. Making a Case for Social Media Corpus for Detecting Depression. Rapid Learning or Feature Reuse? Towards Understanding the E …

Paper Group ANR 794

January 28, 2020

Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological Tagging. Trace-back Along Capsules and Its Application on Semantic Segmentation. Multi-Product Dynamic Pricing in High-Dimensions with Heterogenous Price Sensitivity. Predicting human decisions with behavioral theories and machine learning. Deep Reinforcement Learnin …

Paper Group ANR 796

January 28, 2020

GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild. Sim2real transfer learning for 3D human pose estimation: motion to the rescue. Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. Bayesian Inference of Spacecraft Pose using …

Paper Group ANR 804

January 28, 2020

Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization. LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data. WaveCycleGAN2: Time-domain Neural Post-filter for Speech Waveform Generation. Regularized Estimation of High-Dimensional Vector AutoRegressions with Weakly Dependent Innovati …

Paper Group ANR 821

January 28, 2020

Generic Bounds on the Maximum Deviations in Sequential Prediction: An Information-Theoretic Analysis. E-HBA: Using Action Policies for Expert Advice and Agent Typification. Reinforcement Learning Driven Heuristic Optimization. A Novel Trend Symbolic Aggregate Approximation for Time Series. Granular Motor State Monitoring of Free Living Parkinson’s …

Paper Group ANR 850

January 28, 2020

Geometry of the Hough transforms with applications to synthetic data. On Dropout and Nuclear Norm Regularization. Accelerating Training using Tensor Decomposition. Weighted Sampling for Combined Model Selection and Hyperparameter Tuning. Sequential Dynamic Resource Allocation for Epidemic Control. Latent-Space Laplacian Pyramids for Adversarial Rep …

Paper Group ANR 855

January 28, 2020

Revisiting Paraphrase Question Generator using Pairwise Discriminator. Bayesian Deconditional Kernel Mean Embeddings. Single Episode Policy Transfer in Reinforcement Learning. Making Recommendations from Web Archives for “Lost” Web Pages. Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness Rewards. Generalizable Reso …

Paper Group ANR 859

January 28, 2020

Unsupervised Primitive Discovery for Improved 3D Generative Modeling. Behavior Planning of Autonomous Cars with Social Perception. Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model. Neural networks for option pricing and hedging: a literature review. Focusing and Diffusion: Bidirectional Attentive Graph Convoluti …

Paper Group ANR 863

January 28, 2020

Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning. Convergence Analyses of Online ADAM Algorithm in Convex Setting and Two-Layer ReLU Neural Network. Multi-Category Fairness in Sponsored Search Auctions. Making the Invisible Visible: Action Recognition Through Walls and Occlusions. Mean Shift Rejection: Training Deep Neural Networ …

Paper Group ANR 864

January 28, 2020

Road User Detection in Videos. Comment on “Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network”. Chart Auto-Encoders for Manifold Structured Data. A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms. Representation Learning of Music Using Artist, Album, and Track Information. Validation of image-guided c …

Paper Group ANR 880

January 28, 2020

Unsupervised Lemmatization as Embeddings-Based Word Clustering. The Chi-Square Test of Distance Correlation. An Empirical Study of Propagation-based Methods for Video Object Segmentation. Event-based Feature Extraction Using Adaptive Selection Thresholds. Representation Learning on Graphs: A Reinforcement Learning Application. Multispectral and Hyp …

Paper Group ANR 894

January 28, 2020

Softmax Dissection: Towards Understanding Intra- and Inter-class Objective for Embedding Learning. Early Detection of Diabetic Retinopathy and Severity Scale Measurement: A Progressive Review & Scopes. Adversarial Training is a Form of Data-dependent Operator Norm Regularization. Approximate Representer Theorems in Non-reflexive Banach Spaces. ISP4 …

Paper Group ANR 903

January 28, 2020

Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review. Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness. ACE: Adapting to Changing Environments for Semantic Segmentation. Synthesizing Visual Illusions Using Generative Adversarial Networks. Deep Multi-class Adversarial Specularity Removal. Ban …

Paper Group ANR 910

January 28, 2020

Answer Them All! Toward Universal Visual Question Answering Models. Hybrid Camera Pose Estimation with Online Partitioning. Serving Recurrent Neural Networks Efficiently with a Spatial Accelerator. Deep Structured Cross-Modal Anomaly Detection. DublinCity: Annotated LiDAR Point Cloud and its Applications. Task Agnostic Continual Learning via Meta L …

Paper Group ANR 931

January 28, 2020

MFCC-based Recurrent Neural Network for Automatic Clinical Depression Recognition and Assessment from Speech. MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning. DANTE: Deep AlterNations for Training nEural networks. Tree-based Intelligent Intrusion Detection System in Internet of Vehicles. Acquiring Knowledge from Pre-trained Mode …

Paper Group ANR 935

January 28, 2020

Structural Recurrent Neural Network for Traffic Speed Prediction. Robust Monocular Edge Visual Odometry through Coarse-to-Fine Data Association. Zero-Shot Task Transfer. Data Efficient Voice Cloning for Neural Singing Synthesis. Faster Neural Network Training with Data Echoing. Neural Network based End-to-End Query by Example Spoken Term Detection. …

Paper Group ANR 947

January 28, 2020

Learning In Practice: Reasoning About Quantization. Inefficiency of K-FAC for Large Batch Size Training. Graph Representation learning for Audio & Music genre Classification. Solving Rubik’s Cube with a Robot Hand. Physics Enhanced Artificial Intelligence. On the approximation of rough functions with deep neural networks. Leveraging Multimodal Hapt …

Paper Group ANR 958

January 28, 2020

Input Redundancy for Parameterized Quantum Circuits. Adversarial Neural Network Inversion via Auxiliary Knowledge Alignment. Mumford-Shah Loss Functional for Image Segmentation with Deep Learning. A Retina-inspired Sampling Method for Visual Texture Reconstruction. Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems. Intera …

Paper Group ANR 962

January 28, 2020

Heterogeneous Collaborative Filtering. Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing. Manifold Forests: Closing the Gap on Neural Networks. Finding Interpretable Concept Spaces in Node Embeddings using Knowledge Bases. Deep Learning and Gaussian Process based Band Assignment in Dual Band Systems. One-Shot Template …

Paper Group ANR 964

January 28, 2020

On approximating dropout noise injection. MTRNet: A Generic Scene Text Eraser. Robust Feature-Based Point Registration Using Directional Mixture Model. Neural-networks for geophysicists and their application to seismic data interpretation. Multiple Kernel Learning from $U$-Statistics of Empirical Measures in the Feature Space. Improving sample dive …