Cross-Lingual Transfer

Paper Group AWR 11

February 2, 2020

Lightweight Image Super-Resolution with Information Multi-distillation Network. Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja. Mol-CycleGAN - a generative model for molecular optimization. Neural RGB->D Sensing: Depth and Uncertainty from a Video Camera. Learning to Weight for Text Classification. 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 175

February 1, 2020

Improving Document Classification with Multi-Sense Embeddings. Cost-Sensitive Diagnosis and Learning Leveraging Public Health Data. Retinal Vessel Segmentation based on Fully Convolutional Networks. Quantization-Based Regularization for Autoencoders. Feature Selective Anchor-Free Module for Single-Shot Object Detection. Additive Noise Annealing and …

Paper Group AWR 187

February 1, 2020

Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks. Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning. Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text. Event-based Vision: A Survey. Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Gen …

Paper Group AWR 211

February 1, 2020

Side Window Filtering. On Binscatter. Rethinking Text Attribute Transfer: A Lexical Analysis. OpenSpiel: A Framework for Reinforcement Learning in Games. Certifiable Robustness and Robust Training for Graph Convolutional Networks. Rethinking Irregular Scene Text Recognition. Patch augmentation: Towards efficient decision boundaries for neural netwo …

Paper Group AWR 213

February 1, 2020

CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation. RVOS: End-to-End Recurrent Network for Video Object Segmentation. On a Randomized Multi-Block ADMM for Solving Selected Machine Learning Problems. Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction. Domain Generalizatio …

Paper Group AWR 225

February 1, 2020

CommonGen: A Constrained Text Generation Dataset Towards Generative Commonsense Reasoning. Correction of Electron Back-scattered Diffraction datasets using an evolutionary algorithm. Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors. GA-Net: Guided Aggregation Net for End-to-end Stereo Matching. Image Re …

Paper Group AWR 232

February 1, 2020

Lemotif: An Affective Visual Journal Using Deep Neural Networks. DEDUCE: Diverse scEne Detection methods in Unseen Challenging Environments. Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework. EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search. An Updated Duet Mo …

Paper Group AWR 344

February 1, 2020

LGLMF: Local Geographical based Logistic Matrix Factorization Model for POI Recommendation. TabFact: A Large-scale Dataset for Table-based Fact Verification. U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging. Background Suppression Network for Weakly-supervised Temporal Action Localization. Relational Word …

Paper Group ANR 11

January 31, 2020

In Nomine Function: Naming Functions in Stripped Binaries with Neural Networks. Expression of Fractals Through Neural Network Functions. Multi-Level Network for High-Speed Multi-Person Pose Estimation. Federated Learning for Emoji Prediction in a Mobile Keyboard. On The Classification-Distortion-Perception Tradeoff. On Local Optimizers of Acquisiti …

Paper Group ANR 168

January 31, 2020

On the Convergence of FedAvg on Non-IID Data. Promoting the Knowledge of Source Syntax in Transformer NMT Is Not Needed. English-Bhojpuri SMT System: Insights from the Karaka Model. DeepPFCN: Deep Parallel Feature Consensus Network For Person Re-Identification. Improving sequence-to-sequence speech recognition training with on-the-fly data augmenta …

Paper Group ANR 194

January 31, 2020

Bias Remediation in Driver Drowsiness Detection systems using Generative Adversarial Networks. Deep Coarse-to-fine Dense Light Field Reconstruction with Flexible Sampling and Geometry-aware Fusion. Biomedical Mention Disambiguation using a Deep Learning Approach. Efficiency and Scalability of Multi-Lane Capsule Networks (MLCN). Using Chinese Glyphs …

Paper Group ANR 20

January 31, 2020

A GLCM Embedded CNN Strategy for Computer-aided Diagnosis in Intracerebral Hemorrhage. Multilingual Dialogue Generation with Shared-Private Memory. Progressive Cluster Purification for Transductive Few-shot Learning. On the Generalization Properties of Minimum-norm Solutions for Over-parameterized Neural Network Models. Learning Hybrid Representati …

Paper Group AWR 416

January 31, 2020

Kernel Graph Attention Network for Fact Verification. Learning Individual Styles of Conversational Gesture. Improving Adversarial Robustness via Guided Complement Entropy. Simple Applications of BERT for Ad Hoc Document Retrieval. Memeify: A Large-Scale Meme Generation System. Object-Oriented Dynamics Learning through Multi-Level Abstraction. Scala …

Paper Group AWR 433

January 31, 2020

End-to-End Robotic Reinforcement Learning without Reward Engineering. 4D Generic Video Object Proposals. Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks. Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach. Fairwashing: the risk of rat …

Paper Group ANR 267

January 30, 2020

Spatial CUSUM for Signal Region Detection. Bayesian Robustness: A Nonasymptotic Viewpoint. Multiclass spectral feature scaling method for dimensionality reduction. Ensemble of 3D CNN regressors with data fusion for fluid intelligence prediction. Cross-Lingual Transfer for Distantly Supervised and Low-resources Indonesian NER. Fast Calculation of Pr …

Paper Group ANR 357

January 30, 2020

Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation. Metamorphic Testing for Object Detection Systems. Deep Multi-Task Learning for Anomalous Driving Detection Using CAN Bus Scalar Sensor Data. Inferring linear and nonlinear Interaction networks using neighborhood support vec …

Paper Group ANR 368

January 30, 2020

Semantic Segmentation of Thigh Muscle using 2.5D Deep Learning Network Trained with Limited Datasets. Inverse Path Tracing for Joint Material and Lighting Estimation. Deep Bayesian Multi-Target Learning for Recommender Systems. Generative Tensor Network Classification Model for Supervised Machine Learning. Encoders and Decoders for Quantum Expander …

Paper Group ANR 521

January 29, 2020

Self-attention based end-to-end Hindi-English Neural Machine Translation. A Hybrid Evolutionary Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters. Brain-inspired reverse adversarial examples. Investigating Multilingual NMT Representations at Scale. COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Infe …

Paper Group ANR 633

January 29, 2020

Zero Shot Learning for Multi-Modal Real Time Image Registration. Evaluation of Multidisciplinary Effects of Artificial Intelligence with Optimization Perspective. DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning. Geometry of Deep Generative Models for Disentangled Representations. Towards Computing Infere …

Paper Group ANR 1035

January 28, 2020

Application of Low-resource Machine Translation Techniques to Russian-Tatar Language Pair. A Focus on Neural Machine Translation for African Languages. MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging. Introducing languid particle dynamics to a selection of PSO variants. Explainabl …

Paper Group ANR 873

January 28, 2020

In Search of Meaning: Lessons, Resources and Next Steps for Computational Analysis of Financial Discourse. Toward Universal Testing of Dynamic Network Models. Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles. Semantic Search using Spreading Activation based on Ontology. RGPNet: A Real-Time General Purpose Semantic S …

Paper Group ANR 984

January 28, 2020

Analysis of a Two-Layer Neural Network via Displacement Convexity. Look, Read and Enrich. Learning from Scientific Figures and their Captions. Fine-grained Optimization of Deep Neural Networks. New Radon Transform Based Texture Features of Handwritten Document. A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off. AllenN …

Paper Group ANR 1576

January 26, 2020

A Selective Overview of Deep Learning. Hierarchical Reinforcement Learning for Quadruped Locomotion. Self-Organization and Artificial Life. Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition. Semi-supervised voice conversion with amortized variational inference. Investigation of Error Simulation T …

Paper Group ANR 1577

January 26, 2020

Understanding and Stabilizing GANs’ Training Dynamics with Control Theory. Improving 3D U-Net for Brain Tumor Segmentation by Utilizing Lesion Prior. Scalable Cross-Lingual Transfer of Neural Sentence Embeddings. Gradient Boosting Survival Tree with Applications in Credit Scoring. Risk-Averse Trust Region Optimization for Reward-Volatility Reductio …

Paper Group ANR 1600

January 26, 2020

Plant-wide fault and disturbance screening using combined transfer entropy and eigenvector centrality analysis. Self-supervised Deformation Modeling for Facial Expression Editing. Evaluating Empathy in Artificial Agents. Iterative Update and Unified Representation for Multi-Agent Reinforcement Learning. Meta-learning Pseudo-differential Operators w …

Paper Group ANR 1627

January 25, 2020

Experience Reuse with Probabilistic Movement Primitives. Weakly Supervised Person Re-Identification. Emerging Cross-lingual Structure in Pretrained Language Models. Adaptive Gradient for Adversarial Perturbations Generation. Rethinking Convolutional Features in Correlation Filter Based Tracking. Measuring the influence of mere exposure effect of TV …

Paper Group ANR 1664

January 25, 2020

Latent Relation Language Models. Data Extraction from Charts via Single Deep Neural Network. Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret. Financial Applications of Gaussian Processes and Bayesian Optimization. Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. Compositi …