machine learning

Paper Group ANR 162

Paper Group ANR 162

April 2, 2020

Disentanglement with Hyperspherical Latent Spaces using Diffusion Variational Autoencoders. The Design of a Space-based Observation and Tracking System for Interstellar Objects. Distilled Semantics for Comprehensive Scene Understanding from Videos. Adaptive Stochastic Optimization. UNCC Biomedical Semantic Question Answering Systems. BioASQ: Task-7 …
Paper Group ANR 163

Paper Group ANR 163

April 2, 2020

Joint Multiclass Debiasing of Word Embeddings. Deep Reinforcement Learning for Complex Manipulation Tasks with Sparse Feedback. Constraining the recent star formation history of galaxies : an Approximate Bayesian Computation approach. Teacher-Student chain for efficient semi-supervised histology image classification. One Explanation Does Not Fit Al …
Paper Group ANR 164

Paper Group ANR 164

April 2, 2020

Cooperative Observation of Targets moving over a Planar Graph with Prediction of Positions. Optimal HDR and Depth from Dual Cameras. Video Face Super-Resolution with Motion-Adaptive Feedback Cell. Semi-supervised Learning via Conditional Rotation Angle Estimation. De-randomized PAC-Bayes Margin Bounds: Applications to Non-convex and Non-smooth Pred …
Paper Group ANR 165

Paper Group ANR 165

April 2, 2020

Adaptive exponential power distribution with moving estimator for nonstationary time series. Deep Technology Tracing for High-tech Companies. Scattering Features for Multimodal Gait Recognition. Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning. Correlated Feature Selection with Ex …
Paper Group ANR 166

Paper Group ANR 166

April 2, 2020

Beyond Near- and Long-Term: Towards a Clearer Account of Research Priorities in AI Ethics and Society. Extended Stochastic Gradient MCMC for Large-Scale Bayesian Variable Selection. Learning Near Optimal Policies with Low Inherent Bellman Error. Monte Carlo Anti-Differentiation for Approximate Weighted Model Integration. Bridge the Domain Gap Betwe …
Paper Group ANR 167

Paper Group ANR 167

April 2, 2020

Learn to Forget: User-Level Memorization Elimination in Federated Learning. A GAN-based Tunable Image Compression System. AdvectiveNet: An Eulerian-Lagrangian Fluidic reservoir for Point Cloud Processing. Novel Change of Measure Inequalities and PAC-Bayesian Bounds. Rethinking Bias-Variance Trade-off for Generalization of Neural Networks. Spherical …
Paper Group ANR 168

Paper Group ANR 168

April 2, 2020

A Multilingual View of Unsupervised Machine Translation. Lost in Embedding Space: Explaining Cross-Lingual Task Performance with Eigenvalue Divergence. Suphx: Mastering Mahjong with Deep Reinforcement Learning. Equivalence of Dataflow Graphs via Rewrite Rules Using a Graph-to-Sequence Neural Model. Segmentation of Cellular Patterns in Confocal Imag …
Paper Group ANR 170

Paper Group ANR 170

April 2, 2020

RoutedFusion: Learning Real-time Depth Map Fusion. Automated Anonymisation of Visual and Audio Data in Classroom Studies. VideoSSL: Semi-Supervised Learning for Video Classification. Peeking into occluded joints: A novel framework for crowd pose estimation. Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals. Towa …
Paper Group ANR 171

Paper Group ANR 171

April 2, 2020

Theoretical Interpretation of Learned Step Size in Deep-Unfolded Gradient Descent. Locally Private Hypothesis Selection. Assembling Semantically-Disentangled Representations for Predictive-Generative Models via Adaptation from Synthetic Domain. Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation …
Paper Group ANR 173

Paper Group ANR 173

April 2, 2020

Uncertainty Quantification for Bayesian Optimization. Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging. DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding. The Indian Chefs Process. A Novel Twitter Sentiment Analysis Model with Baseline Correlation for Financial Market Prediction with Improve …
Paper Group ANR 174

Paper Group ANR 174

April 2, 2020

Unsupervised Domain Adaptation Through Transferring both the Source-Knowledge and Target-Relatedness Simultaneously. Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation. Self-Supervised Fast Adaptation for Denoising via Meta-Learning. A Collaborative Learning Framework via Federated …
Paper Group ANR 175

Paper Group ANR 175

April 2, 2020

Multilingual Alignment of Contextual Word Representations. Spatio-Temporal Graph for Video Captioning with Knowledge Distillation. Object-Oriented Video Captioning with Temporal Graph and Prior Knowledge Building. Spatio-Temporal Ranked-Attention Networks for Video Captioning. LSCP: Enhanced Large Scale Colloquial Persian Language Understanding. Ro …
Paper Group ANR 177

Paper Group ANR 177

April 2, 2020

REST: Performance Improvement of a Black Box Model via RL-based Spatial Transformation. Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks. Transfer between long-term and short-term memory using Conceptors. Unbalanced GANs: Pre-training the Generator of Generative Adversarial …
Paper Group ANR 179

Paper Group ANR 179

April 2, 2020

Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs). Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis. On the Compressibility of Affinely Singular Random Vectors. Neuron Shapley: Discovering the Responsible Neurons. MSE-Optimal Neural Network Initializat …
Paper Group ANR 180

Paper Group ANR 180

April 2, 2020

Few-shot Learning with Multi-scale Self-supervision. A Machine Learning Imaging Core using Separable FIR-IIR Filters. Histogram Layers for Texture Analysis. Deep Semantic Face Deblurring. Radiomic feature selection for lung cancer classifiers. On Learning Sets of Symmetric Elements. Motion Deblurring using Spatiotemporal Phase Aperture Coding. Semi …
Paper Group ANR 181

Paper Group ANR 181

April 2, 2020

Product Kanerva Machines: Factorized Bayesian Memory. CTM: Collaborative Temporal Modeling for Action Recognition. Machine Unlearning: Linear Filtration for Logit-based Classifiers. A Hoeffding Inequality for Finite State Markov Chains and its Applications to Markovian Bandits. Blur, Noise, and Compression Robust Generative Adversarial Networks. Bi …
Paper Group ANR 182

Paper Group ANR 182

April 2, 2020

Characterizing and Avoiding Problematic Global Optima of Variational Autoencoders. Maximal Causes for Exponential Family Observables. Experimental Comparison of Global Motion Planning Algorithms for Wheeled Mobile Robots. Sub-Goal Trees – a Framework for Goal-Based Reinforcement Learning. STAViS: Spatio-Temporal AudioVisual Saliency Network. Multi …
Paper Group ANR 183

Paper Group ANR 183

April 2, 2020

PolyScientist: Automatic Loop Transformations Combined with Microkernels for Optimization of Deep Learning Primitives. Privacy-Preserving Boosting in the Local Setting. DA4AD: End-to-end Deep Attention Aware Features Aided Visual Localization for Autonomous Driving. Learning from Small Data Through Sampling an Implicit Conditional Generative Latent …
Paper Group ANR 184

Paper Group ANR 184

April 2, 2020

Empirical Comparison of Graph Embeddings for Trust-Based Collaborative Filtering. Temporal Network Representation Learning via Historical Neighborhoods Aggregation. RNE: A Scalable Network Embedding for Billion-scale Recommendation. DeBayes: a Bayesian method for debiasing network embeddings. A Node Embedding Framework for Integration of Similarity …
Paper Group ANR 185

Paper Group ANR 185

April 2, 2020

Learning the sense of touch in simulation: a sim-to-real strategy for vision-based tactile sensing. Near-optimal Regret Bounds for Stochastic Shortest Path. Identifying Distinct, Effective Treatments for Acute Hypotension with SODA-RL: Safely Optimized Diverse Accurate Reinforcement Learning. Non-Local Part-Aware Point Cloud Denoising. Classificati …
Paper Group ANR 186

Paper Group ANR 186

April 2, 2020

Focus on Semantic Consistency for Cross-domain Crowd Understanding. InterBERT: Vision-and-Language Interaction for Multi-modal Pretraining. Expressing Objects just like Words: Recurrent Visual Embedding for Image-Text Matching. Estimating Treatment Effects with Observed Confounders and Mediators. Meta3D: Single-View 3D Object Reconstruction from Sh …
Paper Group ANR 187

Paper Group ANR 187

April 2, 2020

Locally-Adaptive Nonparametric Online Learning. UKARA 1.0 Challenge Track 1: Automatic Short-Answer Scoring in Bahasa Indonesia. Object-Based Image Coding: A Learning-Driven Revisit. Affinity and Diversity: Quantifying Mechanisms of Data Augmentation. Optimizing JPEG Quantization for Classification Networks. Unsupervised Temporal Feature Aggregatio …
Paper Group ANR 189

Paper Group ANR 189

April 2, 2020

Event-Based Control for Online Training of Neural Networks. Overinterpretation reveals image classification model pathologies. Copy and Paste GAN: Face Hallucination from Shaded Thumbnails. Object-based Metamorphic Testing through Image Structuring. Analysis of Hyper-Parameters for Small Games: Iterations or Epochs in Self-Play?. A Lagrangian Appro …
Paper Group ANR 191

Paper Group ANR 191

April 2, 2020

Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class. Optimal Structured Principal Subspace Estimation: Metric Entropy and Minimax Rates. Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping – Challenges and Opportunities. Solving Raven’s Progressive Matrices wi …
Paper Group ANR 192

Paper Group ANR 192

April 2, 2020

Large Batch Training Does Not Need Warmup. Spatial-Temporal Transformer Networks for Traffic Flow Forecasting. Improved Image Coding Autoencoder With Deep Learning. Update Aware Device Scheduling for Federated Learning at the Wireless Edge. The iCub multisensor datasets for robot and computer vision applications. Selective Segmentation Networks Usi …
Paper Group ANR 194

Paper Group ANR 194

April 2, 2020

Bounded Regret for Finitely Parameterized Multi-Armed Bandits. Fair Bandit Learning with Delayed Impact of Actions. Distributed Cooperative Decision Making in Multi-agent Multi-armed Bandits. Developing a gender classification approach in human face images using modified local binary patterns and tani-moto based nearest neighbor algorithm. Online L …
Paper Group ANR 195

Paper Group ANR 195

April 2, 2020

Trajectron++: Multi-Agent Generative Trajectory Forecasting With Heterogeneous Data for Control. Practical Privacy Preserving POI Recommendation. Look Closer to Ground Better: Weakly-Supervised Temporal Grounding of Sentence in Video. Imbalanced classification: an objective-oriented review. Training Keyword Spotters with Limited and Synthesized Spe …
Paper Group ANR 196

Paper Group ANR 196

April 2, 2020

TNT-KID: Transformer-based Neural Tagger for Keyword Identification. Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish. Generación automática de frases literarias en español. Multimodal Story Generation on Plural Images. Deep learning predicts total knee replacement from magnetic resonance images. An Improved EEG Acquisi …