nlp

Paper Group AWR 215

Paper Group AWR 215

October 20, 2019

SentiPers: A Sentiment Analysis Corpus for Persian. Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited Data. MRI Super-Resolution using Multi-Channel Total Variation. A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation. Deep Component Analysis via Alterna …
Paper Group AWR 224

Paper Group AWR 224

October 20, 2019

NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension. LeFlow: Enabling Flexible FPGA High-Level Synthesis of Tensorflow Deep Neural Networks. TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation. SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized V …
Paper Group AWR 226

Paper Group AWR 226

October 20, 2019

Knowledge Distillation by On-the-Fly Native Ensemble. Computer vision-based framework for extracting geological lineaments from optical remote sensing data. Noise Contrastive Priors for Functional Uncertainty. Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images. Learning Multilingual Word Embed …
Paper Group AWR 228

Paper Group AWR 228

October 20, 2019

Distributed Prioritized Experience Replay. Parallel Architecture and Hyperparameter Search via Successive Halving and Classification. Certified Robustness to Adversarial Examples with Differential Privacy. DATA Agent. Learning Symmetric and Low-energy Locomotion. Full deep neural network training on a pruned weight budget. Implementing Neural Turin …
Paper Group AWR 235

Paper Group AWR 235

October 20, 2019

Learning the Reward Function for a Misspecified Model. Fix your classifier: the marginal value of training the last weight layer. Neural Best-Buddies: Sparse Cross-Domain Correspondence. Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations. Factorised spatial representation learning: application in semi-supervised …
Paper Group AWR 245

Paper Group AWR 245

October 20, 2019

N-BaIoT: Network-based Detection of IoT Botnet Attacks Using Deep Autoencoders. Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations. Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding. Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs. Lenia - Biology of Artificial Life. The Fast and …
Paper Group AWR 250

Paper Group AWR 250

October 20, 2019

AttriGuard: A Practical Defense Against Attribute Inference Attacks via Adversarial Machine Learning. Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality. Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models. Multiview Learning of Weighted Majority Vote by Bregman Divergence Min …
Paper Group AWR 252

Paper Group AWR 252

October 20, 2019

Probabilistic PARAFAC2. A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues. Adaptive Deep Learning through Visual Domain Localization. GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation. Pedestrian Detection with Autoregressive Network Phases. Joint Action Unit localisation and intensi …
Paper Group AWR 253

Paper Group AWR 253

October 20, 2019

SAVOIAS: A Diverse, Multi-Category Visual Complexity Dataset. Texygen: A Benchmarking Platform for Text Generation Models. 3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation. Learning to Count Objects in Natural Images for Visual Question Answering. PaMpeR: Proof Method Recommendation System for Isabelle …
Paper Group AWR 254

Paper Group AWR 254

October 20, 2019

Sorting out Lipschitz function approximation. Kernel Treelets. Towards Robust and Privacy-preserving Text Representations. SCC: Automatic Classification of Code Snippets. Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis. Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and …
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 259

Paper Group AWR 259

October 20, 2019

Tunability: Importance of Hyperparameters of Machine Learning Algorithms. Sparse Pursuit and Dictionary Learning for Blind Source Separation in Polyphonic Music Recordings. The Devil of Face Recognition is in the Noise. Quantifying the dynamics of topical fluctuations in language. Learning to Embed Sentences Using Attentive Recursive Trees. A Surve …
Paper Group AWR 260

Paper Group AWR 260

October 20, 2019

Read + Verify: Machine Reading Comprehension with Unanswerable Questions. Unsupervised Learning of Shape and Pose with Differentiable Point Clouds. Experiential Robot Learning with Accelerated Neuroevolution. A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model. Fisher Efficient Inference of Intractable Models. The Na …
Paper Group AWR 264

Paper Group AWR 264

October 20, 2019

An end-to-end TextSpotter with Explicit Alignment and Attention. Multi-focus Image Fusion using dictionary learning and Low-Rank Representation. Learning Energy Based Inpainting for Optical Flow. Neural separation of observed and unobserved distributions. Arbitrary Style Transfer with Style-Attentional Networks. Learning from Multi-domain Artistic …
Paper Group AWR 270

Paper Group AWR 270

October 20, 2019

Distributed Distributional Deterministic Policy Gradients. Unbiased Learning to Rank with Unbiased Propensity Estimation. Neural Response Ranking for Social Conversation: A Data-Efficient Approach. Neural State Classification for Hybrid Systems. Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks. Scalable Mutual …
Paper Group AWR 273

Paper Group AWR 273

October 20, 2019

Face Landmark-based Speaker-Independent Audio-Visual Speech Enhancement in Multi-Talker Environments. General Video Game AI: a Multi-Track Framework for Evaluating Agents, Games and Content Generation Algorithms. Affinity Derivation and Graph Merge for Instance Segmentation. SNIPER: Efficient Multi-Scale Training. Depth-aware CNN for RGB-D Segmenta …
Paper Group AWR 275

Paper Group AWR 275

October 20, 2019

We Built a Fake News & Click-bait Filter: What Happened Next Will Blow Your Mind!. COSMO: Contextualized Scene Modeling with Boltzmann Machines. Deep Association Learning for Unsupervised Video Person Re-identification. Concurrent Learning of Semantic Relations. Learning Local RGB-to-CAD Correspondences for Object Pose Estimation. Can You Tell Me H …
Paper Group AWR 276

Paper Group AWR 276

October 20, 2019

M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion. Grassmannian Learning: Embedding Geometry Awareness in Shallow and Deep Learning. Adversarial Decomposition of Text Representation. Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare App …
Paper Group AWR 278

Paper Group AWR 278

October 20, 2019

LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction. Learning sentence embeddings using Recursive Networks. Aggregated Momentum: Stability Through Passive Damping. PU-Net: Point Cloud Upsampling Network. Skeleton-based Gesture Recognition Using Several Fully Connected Layers with P …
Paper Group AWR 280

Paper Group AWR 280

October 20, 2019

A Style-Aware Content Loss for Real-time HD Style Transfer. Sparse Kernel PCA for Outlier Detection. Improving GAN Training via Binarized Representation Entropy (BRE) Regularization. Voice Conversion Based on Cross-Domain Features Using Variational Auto Encoders. Toward a Standardized and More Accurate Indonesian Part-of-Speech Tagging. General sol …
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 289

Paper Group AWR 289

October 20, 2019

A Bayesian Approach for Sequence Tagging with Crowds. Weighted Spectral Embedding of Graphs. Lip Movements Generation at a Glance. Navigating the Landscape for Real-time Localisation and Mapping for Robotics and Virtual and Augmented Reality. Resource Aware Person Re-identification across Multiple Resolutions. Spatial and Temporal Mutual Promotion …
Paper Group AWR 295

Paper Group AWR 295

October 20, 2019

Random mesh projectors for inverse problems. Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata. Generative Adversarial Network Architectures For Image Synthesis Using Capsule Networks. Joint Unsupervised Learning of Optical Flow and Depth by Watching Stereo Videos. Training Generative Adversarial Networks Via Turing T …
Paper Group AWR 297

Paper Group AWR 297

October 20, 2019

Structured Control Nets for Deep Reinforcement Learning. Variational Bayesian Weighted Complex Network Reconstruction. TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning. RMDL: Random Multimodel Deep Learning for Classification. Multiview Supervision By Registration. Learning Dynamic Memory Networks for Object …
Paper Group AWR 300

Paper Group AWR 300

October 20, 2019

Adaptive Mechanism Design: Learning to Promote Cooperation. Stochastic Deep Networks. Split and Rephrase: Better Evaluation and a Stronger Baseline. MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning. A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC. Ranking Paragraphs for Improving An …
Paper Group AWR 303

Paper Group AWR 303

October 20, 2019

Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images. RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information. Challenges of language technologies for the indigenous languages of the Americas. Towards a Better Understanding and Regularization of GAN Training Dynamics. Convolutional CRFs …
Paper Group AWR 304

Paper Group AWR 304

October 20, 2019

SceneEDNet: A Deep Learning Approach for Scene Flow Estimation. LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual Semantics. Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing Applications. Neural Guided Constraint Logic Programming for Program Synthesis. Automatic Program Synthesi …
Paper Group AWR 307

Paper Group AWR 307

October 20, 2019

An Infinite Parade of Giraffes: Expressive Augmentation and Complexity Layers for Cartoon Drawing. Evolving Space-Time Neural Architectures for Videos. Learning Gender-Neutral Word Embeddings. Deep Learning at Scale for the Construction of Galaxy Catalogs in the Dark Energy Survey. Predicting Citation Counts with a Neural Network. Robust Attentiona …