pytorch

Paper Group AWR 198

Paper Group AWR 198

October 20, 2019

Dirichlet belief networks for topic structure learning. Confidence from Invariance to Image Transformations. PyText: A Seamless Path from NLP research to production. Solving Jigsaw Puzzles By the Graph Connection Laplacian. Revisiting Video Saliency: A Large-scale Benchmark and a New Model. Attention Based Fully Convolutional Network for Speech Emo …
Paper Group AWR 199

Paper Group AWR 199

October 20, 2019

Multivariate LSTM-FCNs for Time Series Classification. FasTer: Fast Tensor Completion with Nonconvex Regularization. Disentangled Representation Learning for Non-Parallel Text Style Transfer. Expert identification of visual primitives used by CNNs during mammogram classification. Financial Trading as a Game: A Deep Reinforcement Learning Approach. …
Paper Group AWR 214

Paper Group AWR 214

October 20, 2019

Maximum likelihood estimation of a finite mixture of logistic regression models in a continuous data stream. Bringing a Blurry Frame Alive at High Frame-Rate with an Event Camera. KONG: Kernels for ordered-neighborhood graphs. Audio Adversarial Examples: Targeted Attacks on Speech-to-Text. Superpixel Sampling Networks. ELEGANT: Exchanging Latent En …
Paper Group AWR 249

Paper Group AWR 249

October 20, 2019

jLDADMM: A Java package for the LDA and DMM topic models. Stochastic Gradient MCMC with Repulsive Forces. Informed MCMC with Bayesian Neural Networks for Facial Image Analysis. Synthetic Lung Nodule 3D Image Generation Using Autoencoders. Synthesizing Neural Network Controllers with Probabilistic Model based Reinforcement Learning. Dual Asymmetric …
Paper Group AWR 257

Paper Group AWR 257

October 20, 2019

Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise. Left-Center-Right Separated Neural Network for Aspect-based Sentiment Analysis with Rotatory Attention. Scoring Lexical Entailment with a Supervised Directional Similarity Network. Modality Distillation with Multiple Stream Networks for Action Recognition. D …
Paper Group AWR 282

Paper Group AWR 282

October 20, 2019

Deep Multi-Agent Reinforcement Learning with Relevance Graphs. Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions. A quantum-inspired classical algorithm for recommendation systems. Deep Learning for Generic Object Detection: A Survey. Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks. ShelfNet fo …
Paper Group AWR 284

Paper Group AWR 284

October 20, 2019

Improving the Resolution of CNN Feature Maps Efficiently with Multisampling. Where Did My Optimum Go?: An Empirical Analysis of Gradient Descent Optimization in Policy Gradient Methods. Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards. Curriculum Adversarial Training. Deep Leaf Segmentation Using Synthetic D …
Paper Group AWR 288

Paper Group AWR 288

October 20, 2019

Light-Weight RefineNet for Real-Time Semantic Segmentation. ResNet with one-neuron hidden layers is a Universal Approximator. Constraining Effective Field Theories with Machine Learning. SLANG: Fast Structured Covariance Approximations for Bayesian Deep Learning with Natural Gradient. Uncovering divergent linguistic information in word embeddings w …
Paper Group AWR 322

Paper Group AWR 322

October 20, 2019

COCO-CN for Cross-Lingual Image Tagging, Captioning and Retrieval. Approximate Fisher Information Matrix to Characterise the Training of Deep Neural Networks. Machine learning 2.0 : Engineering Data Driven AI Products. SegMap: 3D Segment Mapping using Data-Driven Descriptors. PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Reso …
Paper Group AWR 328

Paper Group AWR 328

October 20, 2019

Deeper Image Quality Transfer: Training Low-Memory Neural Networks for 3D Images. Visual Text Correction. Lipschitz regularity of deep neural networks: analysis and efficient estimation. Integrating Local Context and Global Cohesiveness for Open Information Extraction. Symbolic Priors for RNN-based Semantic Parsing. Semi-Amortized Variational Autoe …
Paper Group AWR 330

Paper Group AWR 330

October 20, 2019

NCRF++: An Open-source Neural Sequence Labeling Toolkit. PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image. Building a Conversational Agent Overnight with Dialogue Self-Play. Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation. Scan2CAD: Learning CAD Model Alignment in RGB-D Sc …
Paper Group AWR 338

Paper Group AWR 338

October 20, 2019

Neural Network Acceptability Judgments. The PyTorch-Kaldi Speech Recognition Toolkit. A Numerical Framework for Efficient Motion Estimation on Evolving Sphere-Like Surfaces based on Brightness and Mass Conservation Laws. A Quantum Many-body Wave Function Inspired Language Modeling Approach. 3D Human Pose Estimation with Siamese Equivariant Embeddin …
Paper Group AWR 343

Paper Group AWR 343

October 20, 2019

Learning Contextual Bandits in a Non-stationary Environment. DELIMIT PyTorch - An extension for Deep Learning in Diffusion Imaging. The Tsetlin Machine - A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic. DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization. Gra …
Paper Group AWR 344

Paper Group AWR 344

October 20, 2019

DetNet: A Backbone network for Object Detection. Deep Bayesian Self-Training. Double Path Networks for Sequence to Sequence Learning. Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering. Real-world Anomaly Detection in Surveillance Videos. BRUNO: A Deep Recurrent Model for Exchangeable Data. Generating Informative and …
Paper Group ANR 188

Paper Group ANR 188

October 19, 2019

DynMat, a network that can learn after learning. Multi-Kernel Diffusion CNNs for Graph-Based Learning on Point Clouds. Video Frame Interpolation by Plug-and-Play Deep Locally Linear Embedding. ToxicBlend: Virtual Screening of Toxic Compounds with Ensemble Predictors. Computational Decomposition of Style for Controllable and Enhanced Style Transfer. …
Paper Group ANR 299

Paper Group ANR 299

October 19, 2019

Valid Simultaneous Inference in High-Dimensional Settings (with the hdm package for R). No-Reference Color Image Quality Assessment: From Entropy to Perceptual Quality. A Library for Constraint Consistent Learning. Comparing approaches for mitigating intergroup variability in personality recognition. The Distribution of Reversible Functions is Norm …
Paper Group ANR 586

Paper Group ANR 586

October 18, 2019

Accelerated Gossip via Stochastic Heavy Ball Method. A Mean-Field Optimal Control Formulation of Deep Learning. Tübingen-Oslo system: Linear regression works the best at Predicting Current and Future Psychological Health from Childhood Essays in the CLPsych 2018 Shared Task. The Research of the Real-time Detection and Recognition of Targets in Stre …
Paper Group ANR 605

Paper Group ANR 605

October 18, 2019

Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy. A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks. Trust Region Policy Optimization for POMDPs. Multi-View Inpainting for RGB-D Sequence. Nth Absolute Root Mean Error. On Optimizing Deep Convolutional Neural N …
Paper Group ANR 767

Paper Group ANR 767

October 17, 2019

The LORACs prior for VAEs: Letting the Trees Speak for the Data. Paragraph-based complex networks: application to document classification and authenticity verification. Statistical Learnability of Generalized Additive Models based on Total Variation Regularization. Decentralized Cooperative Planning for Automated Vehicles with Hierarchical Monte Ca …
Paper Group ANR 789

Paper Group ANR 789

October 17, 2019

Information gain ratio correction: Improving prediction with more balanced decision tree splits. Quantitative Phase Imaging and Artificial Intelligence: A Review. AutoGraph: Imperative-style Coding with Graph-based Performance. Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network. Jointly learning relevant subgraph patterns and n …
Paper Group ANR 832

Paper Group ANR 832

October 17, 2019

Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network. Physics-aware Deep Generative Models for Creating Synthetic Microstructures. Privacy-preserving classifiers recognize shared mobility behaviours from WiFi network imperfect data. NLP-assisted software testing: A systematic mapping of the literature. CA …
Paper Group ANR 906

Paper Group ANR 906

October 17, 2019

Two Techniques That Enhance the Performance of Multi-robot Prioritized Path Planning. Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees. Stanza: Layer Separation for Distributed Training in Deep Learning. A High-Performance HOG Extractor on FPGA. Lifted Wasserstein Matcher for Fast and Robust Topology Tracking. Sequence Lea …
Paper Group NAWR 1

Paper Group NAWR 1

October 16, 2019

Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text. Varying image description tasks: spoken versus written descriptions. Creating a Translation Matrix of the Bible’s Names Across 591 Languages. Encoding Sentiment Information into Word Vectors for Sentiment Analysis. Named Entity Recognition With Parallel Recurrent N …
Paper Group NAWR 30

Paper Group NAWR 30

October 16, 2019

Restructuring Endpoint Congestion Control. Jack the Reader – A Machine Reading Framework. Few-Shot Learning with Graph Neural Networks. Monotonic Chunkwise Attention. Where is my URI?. Generative Domain-Migration Hashing for Sketch-to-Image Retrieval. A Scalable Laplace Approximation for Neural Networks. Towards understanding ECG rhythm classifica …
Paper Group NANR 219

Paper Group NANR 219

October 15, 2019

A «Portrait» Approach to Multichannel Discourse. TESLA: Task-wise Early Stopping and Loss Aggregation for Dynamic Neural Network Inference. Multi-encoder Transformer Network for Automatic Post-Editing. Correcting the Triplet Selection Bias for Triplet Loss. Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoi …
Paper Group NANR 249

Paper Group NANR 249

October 15, 2019

Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming. Tweety at SemEval-2018 Task 2: Predicting Emojis using Hierarchical Attention Neural Networks and Support Vector Machine. GATED FAST WEIGHTS FOR ASSOCIATIVE RETRIEVAL. A Multi-task Approach to Learning Multilingual Representations. Multilingual Seq2 …