Transfer Learning

Paper Group ANR 100

Paper Group ANR 100

May 7, 2019

Learning Features of Music from Scratch. Alternative Technique to Asymmetry Analysis-Based Overlapping for Foot Ulcer Examination: Scalable Scanning. BreakingNews: Article Annotation by Image and Text Processing. Radial Velocity Retrieval for Multichannel SAR Moving Targets with Time-Space Doppler De-ambiguity. Generation of Near-Optimal Solutions …
Paper Group ANR 103

Paper Group ANR 103

May 7, 2019

A Signaling Game Approach to Databases Querying and Interaction. 25 years of CNNs: Can we compare to human abstraction capabilities?. Veracity Computing from Lexical Cues and Perceived Certainty Trends. A Transportation $L^p$ Distance for Signal Analysis. Learning Infinite-Layer Networks: Without the Kernel Trick. Beyond Local Search: Tracking Obje …
Paper Group ANR 11

Paper Group ANR 11

May 7, 2019

Associative Memory using Dictionary Learning and Expander Decoding. Spatio-Temporal Sentiment Hotspot Detection Using Geotagged Photos. A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition. Importance Sampling for Minibatches. Domain Transfer Multi-Instance Dictionary Learning. Learning Semantic Part-Based Models …
Paper Group ANR 116

Paper Group ANR 116

May 7, 2019

Distributed Private Online Learning for Social Big Data Computing over Data Center Networks. Adaptive Neuron Apoptosis for Accelerating Deep Learning on Large Scale Systems. Comparing Human-Centric and Robot-Centric Sampling for Robot Deep Learning from Demonstrations. Desiderata for Vector-Space Word Representations. Fully Convolutional Recurrent …
Paper Group ANR 122

Paper Group ANR 122

May 7, 2019

Automatic Graphic Logo Detection via Fast Region-based Convolutional Networks. On the convergence of gradient-like flows with noisy gradient input. Online Influence Maximization in Non-Stationary Social Networks. Parameterized Analysis of Multi-objective Evolutionary Algorithms and the Weighted Vertex Cover Problem. Visual Genome: Connecting Langua …
Paper Group ANR 127

Paper Group ANR 127

May 7, 2019

Fuzzy Statistical Matrices for Cell Classification. Scene Labeling using Gated Recurrent Units with Explicit Long Range Conditioning. Leveraging Unstructured Data to Detect Emerging Reliability Issues. Scalable Approximations for Generalized Linear Problems. Bibliographic Analysis with the Citation Network Topic Model. Towards Neural Knowledge DNA. …
Paper Group ANR 13

Paper Group ANR 13

May 7, 2019

Decentralized Clustering and Linking by Networked Agents. A Locally Adaptive Normal Distribution. On the prediction loss of the lasso in the partially labeled setting. Determining Health Utilities through Data Mining of Social Media. On the exact learnability of graph parameters: The case of partition functions. A Binary Convolutional Encoder-decod …
Paper Group ANR 135

Paper Group ANR 135

May 7, 2019

The “Horse’’ Inside: Seeking Causes Behind the Behaviours of Music Content Analysis Systems. Development of a Fuzzy Expert System based Liveliness Detection Scheme for Biometric Authentication. Stacking for machine learning redshifts applied to SDSS galaxies. Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization. …
Paper Group ANR 24

Paper Group ANR 24

May 7, 2019

Semi-Supervised Phone Classification using Deep Neural Networks and Stochastic Graph-Based Entropic Regularization. Toward Interpretable Topic Discovery via Anchored Correlation Explanation. Recycle deep features for better object detection. Deep vs. shallow networks : An approximation theory perspective. Preorder-Based Triangle: A Modified Version …
Paper Group ANR 34

Paper Group ANR 34

May 7, 2019

Temperature-Based Deep Boltzmann Machines. “Flow Size Difference” Can Make a Difference: Detecting Malicious TCP Network Flows Based on Benford’s Law. MIST: Missing Person Intelligence Synthesis Toolkit. Adaptive Convolutional ELM For Concept Drift Handling in Online Stream Data. On the Robustness of Decision Tree Learning under Label Noise. Effect …
Paper Group ANR 39

Paper Group ANR 39

May 7, 2019

Bayesian Nonparametric Models for Synchronous Brain-Computer Interfaces. Regularization for Unsupervised Deep Neural Nets. Recurrent Exponential-Family Harmoniums without Backprop-Through-Time. Unsupervised Clustering of Commercial Domains for Adaptive Machine Translation. Reliable Attribute-Based Object Recognition Using High Predictive Value Clas …
Paper Group ANR 4

Paper Group ANR 4

May 7, 2019

A deep convolutional neural network using directional wavelets for low-dose X-ray CT reconstruction. Tensor Graphical Model: Non-convex Optimization and Statistical Inference. The scarcity of crossing dependencies: a direct outcome of a specific constraint?. Adaptive Parameter Selection in Evolutionary Algorithms by Reinforcement Learning with Dyna …
Paper Group ANR 49

Paper Group ANR 49

May 7, 2019

Adversarial Perturbations Against Deep Neural Networks for Malware Classification. Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research. Learning to SMILE(S). The Physical Systems Behind Optimization Algorithms. Extracting Formal Models from Normative Texts. Continuum directions for supervised dimension reduction. …
Paper Group ANR 55

Paper Group ANR 55

May 7, 2019

Algorithms for Learning Sparse Additive Models with Interactions in High Dimensions. Generalization of metric classification algorithms for sequences classification and labelling. CNN for License Plate Motion Deblurring. Learning Dynamic Classes of Events using Stacked Multilayer Perceptron Networks. PCA Method for Automated Detection of Mispronoun …
Paper Group ANR 6

Paper Group ANR 6

May 7, 2019

Re-presenting a Story by Emotional Factors using Sentimental Analysis Method. Achievements in Answer Set Programming. Soccer Field Localization from a Single Image. Finite Sample Prediction and Recovery Bounds for Ordinal Embedding. A Classifier-guided Approach for Top-down Salient Object Detection. Finite-time Analysis for the Knowledge-Gradient P …
Paper Group ANR 66

Paper Group ANR 66

May 7, 2019

Scalable Adaptive Stochastic Optimization Using Random Projections. A-expansion for multiple “hedgehog” shapes. Compression and the origins of Zipf’s law for word frequencies. Sub-Linear Privacy-Preserving Near-Neighbor Search. DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression. Image Credibility Analysis with Effect …
Paper Group ANR 79

Paper Group ANR 79

May 7, 2019

DNN-based Speech Synthesis for Indian Languages from ASCII text. Combining Recurrent and Convolutional Neural Networks for Relation Classification. Bit-pragmatic Deep Neural Network Computing. Embedding Words and Senses Together via Joint Knowledge-Enhanced Training. Evaluation of Deep Learning based Pose Estimation for Sign Language Recognition. E …
Paper Group ANR 89

Paper Group ANR 89

May 7, 2019

Byte-based Language Identification with Deep Convolutional Networks. Hierarchical Conflict Propagation: Sequence Learning in a Recurrent Deep Neural Network. Fine-to-coarse Knowledge Transfer For Low-Res Image Classification. Photographic dataset: random peppercorns. Solving MaxSAT by Successive Calls to a SAT Solver. Variational Autoencoder for De …
Paper Group AWR 101

Paper Group AWR 101

May 7, 2019

Input Convex Neural Networks. Temporal Learning and Sequence Modeling for a Job Recommender System. A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans. Deep Fully-Connected Networks for Video Compressive Sensing. Deep Learning for Music. Word Ordering Without Syntax. On Image segmentation using Fractional Gradients-Learning Model P …
Paper Group AWR 105

Paper Group AWR 105

May 7, 2019

EIE: Efficient Inference Engine on Compressed Deep Neural Network. Wav2Letter: an End-to-End ConvNet-based Speech Recognition System. Learning a Driving Simulator. Semantic Perceptual Image Compression using Deep Convolution Networks. Stochastic Variance Reduction for Nonconvex Optimization. Distributed Constraint Optimization Problems and Applicat …
Paper Group AWR 14

Paper Group AWR 14

May 7, 2019

Unsupervised Representation Learning of Structured Radio Communication Signals. Professor Forcing: A New Algorithm for Training Recurrent Networks. Meta-Prod2Vec - Product Embeddings Using Side-Information for Recommendation. WAHRSIS: A Low-cost, High-resolution Whole Sky Imager With Near-Infrared Capabilities. Two are Better than One: An Ensemble …
Paper Group AWR 15

Paper Group AWR 15

May 7, 2019

Lens Distortion Rectification using Triangulation based Interpolation. MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving. Optimization Methods for Large-Scale Machine Learning. Unsupervised Cross-Domain Image Generation. Beam Search for Learning a Deep Convolutional Neural Network of 3D Shapes. Recurrent Neural Network Grammars. J …
Paper Group AWR 16

Paper Group AWR 16

May 7, 2019

Asynchronous Temporal Fields for Action Recognition. Iterative Alternating Neural Attention for Machine Reading. Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders. Superpixels: An Evaluation of the State-of-the-Art. End to End Learning for Self-Driving Cars. SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5 …
Paper Group AWR 26

Paper Group AWR 26

May 7, 2019

Fully Character-Level Neural Machine Translation without Explicit Segmentation. A Kernel Test of Goodness of Fit. Latent Tree Language Model. The Semantic Knowledge Graph: A compact, auto-generated model for real-time traversal and ranking of any relationship within a domain. Combining Data-driven and Model-driven Methods for Robust Facial Landmark …
Paper Group AWR 5

Paper Group AWR 5

May 7, 2019

Early Visual Concept Learning with Unsupervised Deep Learning. Image-to-Image Translation with Conditional Adversarial Networks. Towards Evaluating the Robustness of Neural Networks. Learning to reinforcement learn. Random Walk Models of Network Formation and Sequential Monte Carlo Methods for Graphs. SoundNet: Learning Sound Representations from U …
Paper Group AWR 51

Paper Group AWR 51

May 7, 2019

ROCS-Derived Features for Virtual Screening. Learning to Pivot with Adversarial Networks. Reinforcement Learning with Unsupervised Auxiliary Tasks. On the Potential of Simple Framewise Approaches to Piano Transcription. An Incremental Parser for Abstract Meaning Representation. Multi-way Monte Carlo Method for Linear Systems. TensorFlow: A system f …
Paper Group AWR 54

Paper Group AWR 54

May 7, 2019

A Multilinear Tongue Model Derived from Speech Related MRI Data of the Human Vocal Tract. Face Detection with the Faster R-CNN. Can we still avoid automatic face detection?. Clustering with Confidence: Finding Clusters with Statistical Guarantees. Real-Time Visual Place Recognition for Personal Localization on a Mobile Device. The Spectral Conditio …
Paper Group AWR 55

Paper Group AWR 55

May 7, 2019

Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation. Ordinal Common-sense Inference. Adversarial Deep Structural Networks for Mammographic Mass Segmentation. Unsupervised Learning from Continuous Video in a Scalable Predictive Recurrent Network. Fast Robust Monocular Depth Estimation for Obstacle Detection with F …