Causal Inference

Paper Group AWR 25

February 2, 2020

DRIT++: Diverse Image-to-Image Translation via Disentangled Representations. Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning algorithms. Bidirectional Learning for Domain Adaptation of Semantic Segmentation. From the Paft to the Fiiture: a Fully Automatic NMT and Word Embeddings M …

Paper Group AWR 27

February 2, 2020

GeBioToolkit: Automatic Extraction of Gender-Balanced Multilingual Corpus of Wikipedia Biographies. Detecting and Simulating Artifacts in GAN Fake Images. Neural network models and deep learning - a primer for biologists. Scalable Dictionary Classifiers for Time Series Classification. Improving Policies via Search in Cooperative Partially Observabl …

Paper Group AWR 34

February 2, 2020

DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension. Explainable Prediction of Adverse Outcomes Using Clinical Notes. Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality Data. Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection. Multi-Stage Documen …

Paper Group AWR 39

February 2, 2020

Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing. Computação Urbana da Teoria à Prática: Fundamentos, Aplicações e Desafios. Giveme5W1H: A Universal System for Extracting Main Events from News Articles. Adversarial point perturbations on 3D objects. StructureNet: Hierarchical Graph Networks for 3D Shape Generation. 3DN: 3D De …

Paper Group AWR 60

February 2, 2020

On Evaluating Adversarial Robustness. Diffprivlib: The IBM Differential Privacy Library. Fast-SCNN: Fast Semantic Segmentation Network. Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics. Graphonomy: Universal Human Parsing via Graph Transfer Learning. Self-Regulated Int …

Paper Group AWR 64

February 2, 2020

Detecting Overfitting of Deep Generative Networks via Latent Recovery. Training Neural Response Selection for Task-Oriented Dialogue Systems. Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain). Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase. Planted Hitt …

Paper Group AWR 101

February 1, 2020

FreeLabel: A Publicly Available Annotation Tool based on Freehand Traces. Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation. Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification. A neural network oracle for quantum nonlocality problems in networks. ROI Pooled Cor …

Paper Group AWR 102

February 1, 2020

Classification and Clustering of Arguments with Contextualized Word Embeddings. The Complexity of Morality: Checking Markov Blanket Consistency with DAGs via Morality. Enriching Pre-trained Language Model with Entity Information for Relation Classification. Mastering the Game of Sungka from Random Play. Subword ELMo. A Skeleton-bridged Deep Learnin …

Paper Group AWR 111

February 1, 2020

Using Text Embeddings for Causal Inference. INFaaS: A Model-less Inference Serving System. Distorted Representation Space Characterization Through Backpropagated Gradients. Choosing Transfer Languages for Cross-Lingual Learning. Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition. Saliency detection based on structural dissimila …

Paper Group AWR 141

February 1, 2020

Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension. Beyond Alternating Updates for Matrix Factorization with Inertial Bregman Proximal Gradient Algorithms. CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth. Business Taxonomy Construction Using Concept-Level Hierarchical Clustering. Cascade RPN: Delv …

Paper Group AWR 265

February 1, 2020

Continuous Meta-Learning without Tasks. Exact Combinatorial Optimization with Graph Convolutional Neural Networks. Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets. Metric Learning for Dynamic Text Classification. Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling. Rethinking Zero …

Paper Group AWR 307

February 1, 2020

Geometric Graph Convolutional Neural Networks. Predicting Prosodic Prominence from Text with Pre-trained Contextualized Word Representations. Recurrent Space-time Graph Neural Networks. Extracting PICO elements from RCT abstracts using 1-2gram analysis and multitask classification. One Size Does Not Fit All: Multi-Scale, Cascaded RNNs for Radar Cla …

Paper Group AWR 361

February 1, 2020

ART: A machine learning Automated Recommendation Tool for synthetic biology. Localization of Fake News Detection via Multitask Transfer Learning. AdaOja: Adaptive Learning Rates for Streaming PCA. MixConv: Mixed Depthwise Convolutional Kernels. GhostNet: More Features from Cheap Operations. A Causal Inference Method for Reducing Gender Bias in Word …

Paper Group AWR 82

February 1, 2020

Adaptive spline fitting with particle swarm optimization. Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks. A Systematic and Meta-analysis Survey of Whale Optimization Algorithm. Functional Adversarial Attacks. A New Ensemble Adversarial Attack Powered by Long-term Gradient Memories. Student Specialization in Deep Re …

Paper Group ANR 178

January 31, 2020

Curvature-Exploiting Acceleration of Elastic Net Computations. Block-Randomized Stochastic Proximal Gradient for Low-Rank Tensor Factorization. Unsupervised Deep Learning for Ultra-reliable and Low-latency Communications. Bayesian Network Models for Incomplete and Dynamic Data. Syntactic Recurrent Neural Network for Authorship Attribution. Gaussian …

Paper Group ANR 192

January 31, 2020

Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response. Quantifying Exposure Bias for Neural Language Generation. An Investigation Into On-device Personalization of End-to-end Automatic Speech Recognition Models. Exploiting semi-supervised training through a dropout regularization in end-to-end speech recogn …

Paper Group ANR 51

January 31, 2020

SpliceRadar: A Learned Method For Blind Image Forensics. Explaining Classifiers with Causal Concept Effect (CaCE). Object Reachability via Swaps under Strict and Weak Preferences. Designing Style Matching Conversational Agents. Convolutional Dictionary Pair Learning Network for Image Representation Learning. Physics-Informed Machine Learning Models …

Paper Group ANR 96

January 31, 2020

Exponential Separations in Local Differential Privacy. Semantic filtering through deep source separation on microscopy images. Adaptive Robust Optimization with Nearly Submodular Structure. Analysis and Improvement of Adversarial Training in DQN Agents With Adversarially-Guided Exploration (AGE). Localized Debiased Machine Learning: Efficient Estim …

Paper Group AWR 455

January 31, 2020

Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data. Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study. Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances. Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformation. …

Paper Group ANR 207

January 30, 2020

Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval. A Training-free, One-shot Detection Framework For Geospatial Objects In Remote Sensing Images. Manufacturing Dispatching using Reinforcement and Transfer Learning. Causally Denoise Word Embeddings Using Half-Sibling Regression. Error bound of local minima and KL …

Paper Group ANR 224

January 30, 2020

High Dimensional M-Estimation with Missing Outcomes: A Semi-Parametric Framework. Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation. Edge-Aware Deep Image Deblurring. Efficient Neural Network Approaches for Leather Defect Classification. Enhanced Convolutional Neural Tangent Kernels. Breast Cancer Diagnosis by Higher-Orde …

Paper Group ANR 274

January 30, 2020

Extending and Automating Basic Probability Theory with Propositional Computability Logic. Array Codes with Local Properties. Smoothing Structured Decomposable Circuits. Option Encoder: A Framework for Discovering a Policy Basis in Reinforcement Learning. Scaling data-driven robotics with reward sketching and batch reinforcement learning. Sparse-GAN …

Paper Group ANR 299

January 30, 2020

Minimizing Perceived Image Quality Loss Through Adversarial Attack Scoping. Learn to Allocate Resources in Vehicular Networks. Adversarial Attacks against Deep Saliency Models. A Machine Learning Approach to Comment Toxicity Classification. SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction. Deep Clos …

Paper Group ANR 481

January 29, 2020

Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss. GANCoder: An Automatic Natural Language-to-Programming Language Translation Approach based on GAN. A Compositional Model of Multi-faceted Trust for Personalized Item Recommendation. Hybrid-FL for Wireless Networks: Cooperative Learning Mechanism Using Non-IID Data. Spectral …

Paper Group ANR 482

January 29, 2020

Multivariate, Multistep Forecasting, Reconstruction and Feature Selection of Ocean Waves via Recurrent and Sequence-to-Sequence Networks. Metric Classification Network in Actual Face Recognition Scene. Unknown Identity Rejection Loss: Utilizing Unlabeled Data for Face Recognition. On Multi-Cause Causal Inference with Unobserved Confounding: Counter …

Paper Group ANR 490

January 29, 2020

Attending to Entities for Better Text Understanding. Quasi-Monte Carlo sampling for machine-learning partial differential equations. Comparing the Performance of the LSTM and HMM Language Models via Structural Similarity. Efficient Dialogue State Tracking by Selectively Overwriting Memory. Towards Generalizable Forgery Detection with Locality-aware …

Paper Group ANR 497

January 29, 2020

Truth Discovery via Proxy Voting. Trimmed Constrained Mixed Effects Models: Formulations and Algorithms. NNE: A Dataset for Nested Named Entity Recognition in English Newswire. Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. Minimal model of permutation symmetry in unsupervised learning. …

Paper Group ANR 518

January 29, 2020

Self-supervised Data Bootstrapping for Deep Optical Character Recognition of Identity Documents. Bayesian Curiosity for Efficient Exploration in Reinforcement Learning. Attention-based Fusion for Multi-source Human Image Generation. Towards non-toxic landscapes: Automatic toxic comment detection using DNN. Multimodal deep networks for text and imag …