Learning-To-Rank

Paper Group ANR 70

Paper Group ANR 70

April 3, 2020

Estimation of Rate Control Parameters for Video Coding Using CNN. Ready Policy One: World Building Through Active Learning. Learning Autoencoders with Relational Regularization. Context Aware Image Annotation in Active Learning. Boosting API Recommendation with Implicit Feedback. Facial Feedback for Reinforcement Learning: A Case Study and Offline …
Paper Group AWR 39

Paper Group AWR 39

April 3, 2020

A Dataset of German Legal Documents for Named Entity Recognition. Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation. Listwise Learning to Rank by Exploring Unique Ratings. VerSe: A Vertebrae Labelling and Segmentation Benchmark. Probabilistic Regression for Visual Tracking. Instance Credibili …
Paper Group AWR 53

Paper Group AWR 53

April 3, 2020

Selective Weak Supervision for Neural Information Retrieval. Neural Networks in Evolutionary Dynamic Constrained Optimization: Computational Cost and Benefits. Adaptive Offline Quintuplet Loss for Image-Text Matching. Tree-SNE: Hierarchical Clustering and Visualization Using t-SNE. Exponential Step Sizes for Non-Convex Optimization. Tree++: Truncat …
Paper Group ANR 119

Paper Group ANR 119

April 2, 2020

Annotating and Extracting Synthesis Process of All-Solid-State Batteries from Scientific Literature. Options of Interest: Temporal Abstraction with Interest Functions. Self-Constructing Graph Convolutional Networks for Semantic Labeling. Inducing Cooperative behaviour in Sequential-Social dilemmas through Multi-Agent Reinforcement Learning using St …
Paper Group ANR 123

Paper Group ANR 123

April 2, 2020

Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation. Bi-Directional Generation for Unsupervised Domain Adaptation. LAMBERT: Layout-Aware language Modeling using BERT for information extraction. B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data. Adaptive Loss …
Paper Group ANR 151

Paper Group ANR 151

April 2, 2020

Methods of Adaptive Signal Processing on Graphs Using Vertex-Time Autoregressive Models. Unsupervised Multiple Person Tracking using AutoEncoder-Based Lifted Multicuts. BS-NAS: Broadening-and-Shrinking One-Shot NAS with Searchable Numbers of Channels. Creating High Resolution Images with a Latent Adversarial Generator. Zero-shot and few-shot time s …
Paper Group ANR 169

Paper Group ANR 169

April 2, 2020

Voxel-Based Indoor Reconstruction From HoloLens Triangle Meshes. Motif Difference Field: A Simple and Effective Image Representation of Time Series for Classification. Deep Reinforcement Learning for Autonomous Driving: A Survey. Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers. Unconstrained Bi …
Paper Group ANR 216

Paper Group ANR 216

April 2, 2020

TREC CAsT 2019: The Conversational Assistance Track Overview. Multi-task Learning with Multi-head Attention for Multi-choice Reading Comprehension. Incorporating BERT into Neural Machine Translation. Demographic Bias in Presentation Attack Detection of Iris Recognition Systems. Robust Iris Presentation Attack Detection Fusing 2D and 3D Information. …
Paper Group ANR 244

Paper Group ANR 244

April 2, 2020

Complexity Measures and Features for Times Series classification. Clustering based on Point-Set Kernel. StochasticRank: Global Optimization of Scale-Free Discrete Functions. ConBO: Conditional Bayesian Optimization. Applications of deep learning in stock market prediction: recent progress. Segmenting Unseen Industrial Components in a Heavy Clutter …
Paper Group ANR 281

Paper Group ANR 281

April 2, 2020

TensorFlow Audio Models in Essentia. GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end. Does syntax need to grow on trees? Sources of hierarchical inductive bias in sequence-to-sequence networks. The Landscape of Matrix Factorization Revisited. Deep Active Learning for Remote Sensing Object Detection. Video-b …
Paper Group ANR 284

Paper Group ANR 284

April 2, 2020

Binary Probability Model for Learning Based Image Compression. Hierarchical Quantized Autoencoders. Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform. Federated Learning for Localization: A Privacy-Preserving Crowdsourcing Method. REAK: Reliability analysis through Error rate-based Adaptive Kriging. Sequential Neura …
Paper Group ANR 286

Paper Group ANR 286

April 2, 2020

DuDoNet++: Encoding mask projection to reduce CT metal artifacts. Saliency Enhancement using Gradient Domain Edges Merging. DNN-based Localization from Channel Estimates: Feature Design and Experimental Results. Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting. Learning to simulate and design for structura …
Paper Group ANR 308

Paper Group ANR 308

April 2, 2020

word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data. Simulation of Skin Stretching around the Forehead Wrinkles in Rhytidectomy. Artificial Intelligence Assistance Significantly Improves Gleason Grading of Prostate Biopsies by Pathologists. Gradient Boosting Neural Networks: GrowNet. Satisfiability and Que …
Paper Group ANR 341

Paper Group ANR 341

April 2, 2020

Learning 3D Part Assembly from a Single Image. Iterative Data Programming for Expanding Text Classification Corpora. Identifying Notable News Stories. Deep Learning Enabled Uncorrelated Space Observation Association. Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis. ScrabbleGAN: Semi-Supervised Varying Length H …
Paper Group ANR 443

Paper Group ANR 443

April 1, 2020

COPT: Coordinated Optimal Transport on Graphs. Microvascular Dynamics from 4D Microscopy Using Temporal Segmentation. TopRank+: A Refinement of TopRank Algorithm. Silly rules improve the capacity of agents to learn stable enforcement and compliance behaviors. Model-based Multi-Agent Reinforcement Learning with Cooperative Prioritized Sweeping. SOM- …
Paper Group ANR 515

Paper Group ANR 515

April 1, 2020

BiDet: An Efficient Binarized Object Detector. Structure-Property Maps with Kernel Principal Covariates Regression. Eliminating Search Intent Bias in Learning to Rank. Felix: Flexible Text Editing Through Tagging and Insertion. Cryptanalytic Extraction of Neural Network Models. Video Caption Dataset for Describing Human Actions in Japanese. Introdu …
Paper Group NANR 103

Paper Group NANR 103

April 1, 2020

SCELMo: Source Code Embeddings from Language Models. AN ATTENTION-BASED DEEP NET FOR LEARNING TO RANK. Probability Calibration for Knowledge Graph Embedding Models. Random Bias Initialization Improving Binary Neural Network Training. LEVERAGING AUXILIARY TEXT FOR DEEP RECOGNITION OF UNSEEN VISUAL RELATIONSHIPS. Learning Likelihoods with Conditional …
Paper Group NANR 105

Paper Group NANR 105

April 1, 2020

Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks. vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations. Adversarial Video Generation on Complex Datasets. Information Geometry of Orthogonal Initializations and Training. Towards Hierarchical Importance Attribution: Explaining Compositional Semantics …
Paper Group NANR 140

Paper Group NANR 140

April 1, 2020

Learning Effective Exploration Strategies For Contextual Bandits. Efficient Content-Based Sparse Attention with Routing Transformers. On the Decision Boundaries of Deep Neural Networks: A Tropical Geometry Perspective. EINS: Long Short-Term Memory with Extrapolated Input Network Simplification. Improving Neural Language Generation with Spectrum Con …
Paper Group NANR 9

Paper Group NANR 9

April 1, 2020

On Need for Topology-Aware Generative Models for Manifold-Based Defenses. Deep k-NN for Noisy Labels. Visual Interpretability Alone Helps Adversarial Robustness. Learning to Rank Learning Curves. Towards Controllable and Interpretable Face Completion via Structure-Aware and Frequency-Oriented Attentive GANs. An Empirical and Comparative Analysis of …