Time Series

Paper Group AWR 105

Paper Group AWR 105

July 29, 2019

Two-stream Flow-guided Convolutional Attention Networks for Action Recognition. Deep Voice: Real-time Neural Text-to-Speech. An Interpretable and Sparse Neural Network Model for Nonlinear Granger Causality Discovery. GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks. Incorporation of prior knowledge of the signal behavior into the …
Paper Group AWR 115

Paper Group AWR 115

July 29, 2019

High-Resolution Deep Convolutional Generative Adversarial Networks. Probabilistic programs for inferring the goals of autonomous agents. Receptive Field Block Net for Accurate and Fast Object Detection. Cost-complexity pruning of random forests. Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning. Advers …
Paper Group AWR 116

Paper Group AWR 116

July 29, 2019

Learning Universal Adversarial Perturbations with Generative Models. The Lifted Matrix-Space Model for Semantic Composition. Table-to-text Generation by Structure-aware Seq2seq Learning. Specialising Word Vectors for Lexical Entailment. Accelerated Nearest Neighbor Search with Quick ADC. Catalyst Acceleration for First-order Convex Optimization: fr …
Paper Group AWR 118

Paper Group AWR 118

July 29, 2019

NestedNet: Learning Nested Sparse Structures in Deep Neural Networks. On the choice of the low-dimensional domain for global optimization via random embeddings. Online Multiclass Boosting. Reinforcement Learning for Pivoting Task. EAST: An Efficient and Accurate Scene Text Detector. Limited-Memory Matrix Adaptation for Large Scale Black-box Optimiz …
Paper Group AWR 120

Paper Group AWR 120

July 29, 2019

Intrinsically Motivated Goal Exploration Processes with Automatic Curriculum Learning. Stochastic Gradient Descent as Approximate Bayesian Inference. Bayesian Optimization with Gradients. Riemannian approach to batch normalization. Match-Tensor: a Deep Relevance Model for Search. DeepIEP: a Peptide Sequence Model of Isoelectric Point (IEP/pI) using …
Paper Group AWR 125

Paper Group AWR 125

July 29, 2019

Event Representations with Tensor-based Compositions. Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification. SGD for robot motion? The effectiveness of stochastic optimization on a new benchmark for biped locomotion tasks. NormFace: L2 Hypersphere Embedding for Face Verification. Predicting Visual Features f …
Paper Group AWR 126

Paper Group AWR 126

July 29, 2019

Natural Language Does Not Emerge ‘Naturally’ in Multi-Agent Dialog. Variational Approaches for Auto-Encoding Generative Adversarial Networks. Transform-Invariant Non-Parametric Clustering of Covariance Matrices and its Application to Unsupervised Joint Segmentation and Action Discovery. Safe Policy Improvement with Baseline Bootstrapping. Guided De …
Paper Group AWR 133

Paper Group AWR 133

July 29, 2019

Graph Convolutional Networks for Named Entity Recognition. PasMoQAP: A Parallel Asynchronous Memetic Algorithm for solving the Multi-Objective Quadratic Assignment Problem. SchNet: A continuous-filter convolutional neural network for modeling quantum interactions. Differentially Private Database Release via Kernel Mean Embeddings. Graph learning un …
Paper Group AWR 137

Paper Group AWR 137

July 29, 2019

Blind Image Fusion for Hyperspectral Imaging with the Directional Total Variation. Rotational Unit of Memory. Deep and Confident Prediction for Time Series at Uber. Cynical Selection of Language Model Training Data. Temporal Relational Reasoning in Videos. End-to-end Neural Coreference Resolution. Deep Rotation Equivariant Network. Classification w …
Paper Group AWR 139

Paper Group AWR 139

July 29, 2019

FSSD: Feature Fusion Single Shot Multibox Detector. Enhancement of SSD by concatenating feature maps for object detection. SRN: Side-output Residual Network for Object Symmetry Detection in the Wild. Learning a Rotation Invariant Detector with Rotatable Bounding Box. An adaptive prefix-assignment technique for symmetry reduction. CayleyNets: Graph …
Paper Group AWR 153

Paper Group AWR 153

July 29, 2019

Augmentor: An Image Augmentation Library for Machine Learning. Weakly Supervised Action Localization by Sparse Temporal Pooling Network. Encoding Video and Label Priors for Multi-label Video Classification on YouTube-8M dataset. Unsupervised Body Part Regression via Spatially Self-ordering Convolutional Neural Networks. Analyzing First-Person Stori …
Paper Group AWR 157

Paper Group AWR 157

July 29, 2019

Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference. Deeply-Learned Part-Aligned Representations for Person Re-Identification. Pedestrian Alignment Network for Large-scale Person Re-identification. DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks. SurfaceNet: An End-to-end 3D Neural Netwo …
Paper Group AWR 160

Paper Group AWR 160

July 29, 2019

High-Order Attention Models for Visual Question Answering. Imagination-Augmented Agents for Deep Reinforcement Learning. BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages. Interpretable Explanations of Black Boxes by Meaningful Perturbation. Structure propagation for zero-shot learning. A Neural Language Model for Dynamically …
Paper Group AWR 169

Paper Group AWR 169

July 29, 2019

Neural Models for Sequence Chunking. WESPE: Weakly Supervised Photo Enhancer for Digital Cameras. StreetStyle: Exploring world-wide clothing styles from millions of photos. Geometric Dimensionality Reduction for Subsequent Classification. jsCoq: Towards Hybrid Theorem Proving Interfaces. Deep Shape Matching. A Unified Approach of Multi-scale Deep a …
Paper Group AWR 170

Paper Group AWR 170

July 29, 2019

Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones. LSTM Fully Convolutional Networks for Time Series Classification. Morphable Face Models - An Open Framework. High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks. Listen, Interact and Talk: Learning to Speak via Interaction. Robust importance-weigh …
Paper Group AWR 171

Paper Group AWR 171

July 29, 2019

Modulating early visual processing by language. Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World. Attend to You: Personalized Image Captioning with Context Sequence Memory Networks. Klout Topics for Modeling Interests and Expertise of Users Across Social Networks. Beyond Sparsity: Tree Regularization of Deep Mode …
Paper Group AWR 182

Paper Group AWR 182

July 29, 2019

PixelSNAIL: An Improved Autoregressive Generative Model. A Data-Oriented Model of Literary Language. Cascade Adversarial Machine Learning Regularized with a Unified Embedding. AMAT: Medial Axis Transform for Natural Images. LOGAN: Membership Inference Attacks Against Generative Models. SVCCA: Singular Vector Canonical Correlation Analysis for Deep …
Paper Group AWR 183

Paper Group AWR 183

July 29, 2019

Convolutional Networks for Spherical Signals. Image Restoration by Iterative Denoising and Backward Projections. Population Based Training of Neural Networks. Feature selection in high-dimensional dataset using MapReduce. Inferring Generative Model Structure with Static Analysis. Unsupervised Context-Sensitive Spelling Correction of English and Dut …
Paper Group AWR 188

Paper Group AWR 188

July 29, 2019

Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks. A Unified Approach to Interpreting Model Predictions. KATE: K-Competitive Autoencoder for Text. Backtracking Regression Forests for Accurate Camera Relocalization. ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Lo …
Paper Group AWR 199

Paper Group AWR 199

July 29, 2019

Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics. Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM. MegDet: A Large Mini-Batch Object Detector. Universal Dependencies to Logical Forms with Negation Scope. Clickbait Detection in Tweets Using Self-attentive Network. Visualizing and Understanding Atari Agent …
Paper Group AWR 203

Paper Group AWR 203

July 29, 2019

Data Augmentation of Spectral Data for Convolutional Neural Network (CNN) Based Deep Chemometrics. Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning. Inertial Odometry on Handheld Smartphones. TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals. Deep Forecast: Deep Learning-based Spatio-Temporal Foreca …
Paper Group AWR 204

Paper Group AWR 204

July 29, 2019

Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents. Towards Real-Time Advancement of Underwater Visual Quality with GAN. PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning. Bidirectional deep-readout echo state networks. PWLS-ULTRA: An Efficient Clustering an …
Paper Group AWR 79

Paper Group AWR 79

July 29, 2019

Learning Visual Servoing with Deep Features and Fitted Q-Iteration. Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning. Good Features to Correlate for Visual Tracking. Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval. …
Paper Group AWR 85

Paper Group AWR 85

July 29, 2019

Soft Proposal Networks for Weakly Supervised Object Localization. Chord Generation from Symbolic Melody Using BLSTM Networks. Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. Passing the Brazilian OAB Exam: data preparation and some experiments. Boosting Adversarial Attacks with Momentum. DPC-Net: Deep Pose Correction for Visua …
Paper Group AWR 93

Paper Group AWR 93

July 29, 2019

Self-Supervised Visual Planning with Temporal Skip Connections. Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning. f-GANs in an Information Geometric Nutshell. A signature-based machine learning model for bipolar disorder and borderline personality disorder. Learning a Hierarchical Latent-Variable Model of 3D Shapes. Ch …
Paper Group AWR 96

Paper Group AWR 96

July 29, 2019

On Improving Deep Reinforcement Learning for POMDPs. Guiding InfoGAN with Semi-Supervision. A Survey Of Cross-lingual Word Embedding Models. Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback. Predicting Aesthetic Score Distribution through Cumulative Jensen-Shannon Divergence. Learning to Compose with Profes …
Paper Group AWR 98

Paper Group AWR 98

July 29, 2019

Nighttime sky/cloud image segmentation. Minimizing Supervision for Free-space Segmentation. Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering. Detecting and Explaining Causes From Text For a Time Series Event. Exploring text datasets by visualizing relevant words. Detecting Visual Relationships with Deep Relational …
Paper Group AWR 99

Paper Group AWR 99

July 29, 2019

Improving Lexical Choice in Neural Machine Translation. Joint Matrix-Tensor Factorization for Knowledge Base Inference. DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding. Hierarchical Attentive Recurrent Tracking. Training Ensembles to Detect Adversarial Examples. QCD-Aware Recursive Neural Networks for Jet Physics. …