artificial intelligence

Paper Group AWR 10

Paper Group AWR 10

October 21, 2019

BCWS: Bilingual Contextual Word Similarity. Logit Pairing Methods Can Fool Gradient-Based Attacks. Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction. A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices. A Minimax Surrogate Loss Approach to Conditional Difference Estimation. Harmonio …
Paper Group AWR 111

Paper Group AWR 111

October 21, 2019

Temporal Human Action Segmentation via Dynamic Clustering. Beyond the Selected Completely At Random Assumption for Learning from Positive and Unlabeled Data. Crawling in Rogue’s dungeons with (partitioned) A3C. An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling. PoPPy: A Point Process Toolbox Based on PyTo …
Paper Group AWR 120

Paper Group AWR 120

October 21, 2019

Measuring LDA Topic Stability from Clusters of Replicated Runs. Multilingual Extractive Reading Comprehension by Runtime Machine Translation. Reasoning about Actions and State Changes by Injecting Commonsense Knowledge. What Makes Reading Comprehension Questions Easier?. GuideR: a guided separate-and-conquer rule learning in classification, regress …
Paper Group AWR 121

Paper Group AWR 121

October 21, 2019

Visual Graphs from Motion (VGfM): Scene understanding with object geometry reasoning. Deep Sequence Learning with Auxiliary Information for Traffic Prediction. Integrating kinematics and environment context into deep inverse reinforcement learning for predicting off-road vehicle trajectories. Neural Non-Stationary Spectral Kernel. A snapshot on non …
Paper Group AWR 123

Paper Group AWR 123

October 21, 2019

Deep Super Learner: A Deep Ensemble for Classification Problems. Large Margin Deep Networks for Classification. h-detach: Modifying the LSTM Gradient Towards Better Optimization. Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs. Specification-Guided Safety Verification for Feedforward Neural Ne …
Paper Group AWR 13

Paper Group AWR 13

October 21, 2019

A Novel Online Stacked Ensemble for Multi-Label Stream Classification. CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images. Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection. DeepType: Multilingual Entity Linking by Neural Type System Evolution. Robust Blind Deco …
Paper Group AWR 131

Paper Group AWR 131

October 21, 2019

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents. Local Spectral Graph Convolution for Point Set Feature Learning. Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents. MLtuner: System Support for Automatic Machine Learning Tuning. Traffic Graph Convolutional Recurrent Neural Netw …
Paper Group AWR 148

Paper Group AWR 148

October 21, 2019

ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations. Perceptual Image Quality Assessment through Spectral Analysis of Error Representations. Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks. JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis. Qua …
Paper Group AWR 153

Paper Group AWR 153

October 21, 2019

Deep Recurrent Survival Analysis. SqueezeNext: Hardware-Aware Neural Network Design. Taking a Deeper Look at the Inverse Compositional Algorithm. Deep-Net: Deep Neural Network for Cyber Security Use Cases. PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud. Spatial-Temporal Person Re-identification. Learning-based Model Predict …
Paper Group AWR 154

Paper Group AWR 154

October 21, 2019

Visual Interpretability for Deep Learning: a Survey. Multi-Stream Dynamic Video Summarization. Vis-DSS: An Open-Source toolkit for Visual Data Selection and Summarization. Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF). Backprop Evolution. Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep …
Paper Group AWR 163

Paper Group AWR 163

October 21, 2019

SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing. Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq. SFace: An Efficient Network for Face Detection in Large Scale Variations. Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment. Learning Representat …
Paper Group AWR 164

Paper Group AWR 164

October 21, 2019

Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge. Cluster-Based Learning from Weakly Labeled Bags in Digital Pathology. NeuralWarp: Time-Series Similarity with Warping Networks. Triplet-Center Loss for Multi-View 3D Object Retrieval. Constructing Fast Network through Deconstruction of Convolution. One-shot doma …
Paper Group AWR 20

Paper Group AWR 20

October 21, 2019

BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees. To Trust Or Not To Trust A Classifier. AI safety via debate. Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology. SO-Net: Self-Organizing Network for Point Cloud Analysis. A Structured Variational Autoencoder for Contextual Morphol …
Paper Group AWR 24

Paper Group AWR 24

October 21, 2019

Deterministic consensus maximization with biconvex programming. Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation. Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content. Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space. Language GA …
Paper Group AWR 26

Paper Group AWR 26

October 21, 2019

Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions. Learning to Detect Fake Face Images in the Wild. Deep Reinforcement Learning for Swarm Systems. Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling. Graph Neural Networks for IceCube Signal Classification. Multimodal Speech Emotion Recognition Using Audi …
Paper Group AWR 3

Paper Group AWR 3

October 21, 2019

Multi-views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images. Stock Price Correlation Coefficient Prediction with ARIMA-LSTM Hybrid Model. Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification. Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation. LSCP: Locally S …
Paper Group AWR 33

Paper Group AWR 33

October 21, 2019

A comparison of methods for model selection when estimating individual treatment effects. AllenNLP: A Deep Semantic Natural Language Processing Platform. Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality. Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior. Simplicial Closure and higher-order …
Paper Group AWR 40

Paper Group AWR 40

October 21, 2019

The NES Music Database: A multi-instrumental dataset with expressive performance attributes. SING: Symbol-to-Instrument Neural Generator. Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network. Car Detection using Unmanned Aerial Vehicles: Comparison between Faster R-CNN and YOLOv3. Single Image Reflection Removal Using …
Paper Group AWR 43

Paper Group AWR 43

October 21, 2019

Reinforced Continual Learning. Hierarchical Discrete Distribution Decomposition for Match Density Estimation. simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. Memorize or generalize? Searching for a compositional RNN in a haystack. Learning Tree-based Deep Model for Recommender Systems. Characte …
Paper Group AWR 45

Paper Group AWR 45

October 21, 2019

FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors. Large scale evaluation of local image feature detectors on homography datasets. A generic framework for privacy preserving deep learning. Building Generalizable Agents with a Realistic and Rich 3D Environment. Negative Update Intervals in Deep Multi-Agent Reinfo …
Paper Group AWR 49

Paper Group AWR 49

October 21, 2019

Dopamine: A Research Framework for Deep Reinforcement Learning. PCGAN: Partition-Controlled Human Image Generation. Cancer Metastasis Detection With Neural Conditional Random Field. Exploiting Contextual Information via Dynamic Memory Network for Event Detection. Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers. BACH: Grand Chall …
Paper Group AWR 70

Paper Group AWR 70

October 21, 2019

Unbiased deep solvers for parametric PDEs. StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning. SupportNet: solving catastrophic forgetting in class incremental learning with support data. Multi-Pointer Co-Attention Networks for Recommendation. Context-Aware Visual Policy Network for Sequence-Level Image Captionin …
Paper Group AWR 72

Paper Group AWR 72

October 21, 2019

Deep Clustering for Unsupervised Learning of Visual Features. The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems. Learning in Variational Autoencoders with Kullback-Leibler and Renyi Integral Bounds. Improving Entity Linking by Modeling Latent Relations between Mentions. Neural Network Quine. MIZAN: …
Paper Group AWR 79

Paper Group AWR 79

October 21, 2019

Improved and Scalable Online Learning of Spatial Concepts and Language Models with Mapping. Images & Recipes: Retrieval in the cooking context. No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling. Extending Pretrained Segmentation Networks with Additional Anatomical Structures. Temporal Regularization in Markov Decision Proc …
Paper Group AWR 83

Paper Group AWR 83

October 21, 2019

ABC-CDE: Towards Approximate Bayesian Computation with Complex High-Dimensional Data and Limited Simulations. Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction. Random directions stochastic approximation with deterministic perturbations. Improving Reinforcement Learning Based Image Captioning with Natural Language Prio …
Paper Group AWR 86

Paper Group AWR 86

October 21, 2019

ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing. Learning Speaker Representations with Mutual Information. Efficient, Certifiably Optimal Clustering with Applications to Latent Variable Graphical Models. A Survey of Learning Causality with Data: Problems and Methods. SADA: Semantic Adversarial Diagnostic Attacks fo …
Paper Group AWR 87

Paper Group AWR 87

October 21, 2019

Blind Image Deconvolution using Deep Generative Priors. Iterative Residual Image Deconvolution. Fourier-Domain Optimization for Image Processing. Enriching Knowledge Bases with Counting Quantifiers. Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer’s Disease Classification. Learning to Explain: An Information-Theoretic Pe …
Paper Group AWR 88

Paper Group AWR 88

October 21, 2019

Learning Binary Latent Variable Models: A Tensor Eigenpair Approach. Investigating Capsule Networks with Dynamic Routing for Text Classification. Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift. Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks. Attending to Mathemat …