machine learning

Paper Group AWR 211

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 212

Paper Group AWR 212

February 1, 2020

Kernelized Capsule Networks. Lung and Colon Cancer Histopathological Image Dataset (LC25000). Learning to Seek: Deep Reinforcement Learning for Phototaxis of a Nano Drone in an Obstacle Field. Augmented Neural ODEs. Forced Spatial Attention for Driver Foot Activity Classification. A Benchmark for Edge-Preserving Image Smoothing. Adaptive Divergence …
Paper Group AWR 213

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 214

Paper Group AWR 214

February 1, 2020

Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization. COMET: Commonsense Transformers for Automatic Knowledge Graph Construction. Similarity Learning via Kernel Preserving Embedding. Robust Building-based Registration of Airborne LiDAR Data and Optical Imagery on Urban Scenes. CityFlow: A Multi-Agent Reinforcement Lea …
Paper Group AWR 215

Paper Group AWR 215

February 1, 2020

Downhole Track Detection via Multiscale Conditional Generative Adversarial Nets. Atlas: A Dataset and Benchmark for E-commerce Clothing Product Categorization. Deep Recurrent Q-Learning vs Deep Q-Learning on a simple Partially Observable Markov Decision Process with Minecraft. Detecting Extrapolation with Local Ensembles. Brain-Like Object Recognit …
Paper Group AWR 216

Paper Group AWR 216

February 1, 2020

Indices Matter: Learning to Index for Deep Image Matting. Collaborative Policy Learning for Open Knowledge Graph Reasoning. Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network. Cross-X Learning for Fine-Grained Visual Categorization. ZEN: Pre-training Chinese Text Encoder Enhanced by N …
Paper Group AWR 219

Paper Group AWR 219

February 1, 2020

Deep interpretable architecture for plant diseases classification. Spherical Text Embedding. Metric Learning for Adversarial Robustness. Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer. DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization. Unsupervised Keypoint Learning for Guiding Class-Conditional …
Paper Group AWR 220

Paper Group AWR 220

February 1, 2020

Exploring Language Similarities with Dimensionality Reduction Technique. Practical Deep Learning with Bayesian Principles. MLQA: Evaluating Cross-lingual Extractive Question Answering. Attentive Modality Hopping Mechanism for Speech Emotion Recognition. Temporal Localization of Moments in Video Collections with Natural Language. An Unsupervised Aut …
Paper Group AWR 221

Paper Group AWR 221

February 1, 2020

Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification. ODE$^2$VAE: Deep generative second order ODEs with Bayesian neural networks. Missing Data Imputation with Adversarially-trained Graph Convolutional Networks. Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks. Structured Va …
Paper Group AWR 222

Paper Group AWR 222

February 1, 2020

SMART tracking: Simultaneous anatomical imaging and real-time passive device tracking for MR-guided interventions. exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models. Extracting Success from IBM’s 20-Qubit Machines Using Error-Aware Compilation. Multi-step Cascaded Networks for Brain Tumor Segmentation. Similar …
Paper Group AWR 223

Paper Group AWR 223

February 1, 2020

Adding Intuitive Physics to Neural-Symbolic Capsules Using Interaction Networks. Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning. FLO: Fast and Lightweight Hyperparameter Optimization for AutoML. End-to-End Probabilistic Inference for Nonstationary Audio Analysis. 3D Convolutional Neural Networks Image Registration Based …
Paper Group AWR 225

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 226

Paper Group AWR 226

February 1, 2020

Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification. Co-Generation with GANs using AIS based HMC. XDeep: An Interpretation Tool for Deep Neural Networks. Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation. Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning. Le …
Paper Group AWR 227

Paper Group AWR 227

February 1, 2020

The StarCraft Multi-Agent Challenge. Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data. Semantic Graph Convolutional Networks for 3D Human Pose Regression. Learning Invariant Representations of Social Media Users. DOVER: A Method for Combining Diarization Outputs. Protecting Geolocati …
Paper Group AWR 228

Paper Group AWR 228

February 1, 2020

Large-Scale Multi-Label Text Classification on EU Legislation. GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects. Mask Combination of Multi-layer Graphs for Global Structure Inference. Neural Imaging Pipelines - the Scourge or Hope of Forensics?. Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure …
Paper Group AWR 229

Paper Group AWR 229

February 1, 2020

MUSE: Parallel Multi-Scale Attention for Sequence to Sequence Learning. Unsupervised Learning of Landmarks by Descriptor Vector Exchange. Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian. Katecheo: A Portable and Modular System for Multi-Topic Question Answering. Addressing Sample Complexity in …
Paper Group AWR 230

Paper Group AWR 230

February 1, 2020

Placental Flattening via Volumetric Parameterization. Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model. REPAIR: Removing Representation Bias by Dataset Resampling. SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking. DISN: Deep Implicit Surface Network for High-quality Single-view 3D Rec …
Paper Group AWR 231

Paper Group AWR 231

February 1, 2020

Rule-Guided Compositional Representation Learning on Knowledge Graphs. DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search. Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State. Bridging …
Paper Group AWR 232

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 233

Paper Group AWR 233

February 1, 2020

Deep Hyperedges: a Framework for Transductive and Inductive Learning on Hypergraphs. Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions. Training Neural Networks for and by Interpolation. Synthetic Ground Truth Generation for Evaluating Generative Policy Models. Accelerating Deep Learning by Focusing on the Biggest Losers. Portugu …
Paper Group AWR 234

Paper Group AWR 234

February 1, 2020

FoodX-251: A Dataset for Fine-grained Food Classification. On Dimensional Linguistic Properties of the Word Embedding Space. A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification. Tracing Network Evolution Using the PARAFAC2 Model. Tensor Canonical Correlation Analysis. Automatic Detection of Protective Behavior in …
Paper Group AWR 236

Paper Group AWR 236

February 1, 2020

Deep Network Classification by Scattering and Homotopy Dictionary Learning. Multi-source Distilling Domain Adaptation. Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension. Stokes Inversion based on Convolutional Neural Networks. When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then …
Paper Group AWR 237

Paper Group AWR 237

February 1, 2020

Star-Transformer. Estimating Solar Irradiance Using Sky Imagers. Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search. Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach. Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation. Joint Learning of Saliency Detecti …
Paper Group AWR 238

Paper Group AWR 238

February 1, 2020

Augmenting a BiLSTM tagger with a Morphological Lexicon and a Lexical Category Identification Step. Understanding Top-k Sparsification in Distributed Deep Learning. Word-Class Embeddings for Multiclass Text Classification. Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication. Ordered SGD: A New Stochastic Optimi …
Paper Group AWR 239

Paper Group AWR 239

February 1, 2020

Curriculum Learning for Cumulative Return Maximization. ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection. Statistical Model Aggregation via Parameter Matching. Deep Learning Based Chatbot Models. Data assimilation in Agent-based models using creation and annihilation operators. A Capsule Network-based Model fo …
Paper Group AWR 240

Paper Group AWR 240

February 1, 2020

The Ramanujan Machine: Automatically Generated Conjectures on Fundamental Constants. Ranked List Loss for Deep Metric Learning. Fast Enhanced CT Metal Artifact Reduction using Data Domain Deep Learning. Trouble with the Curve: Predicting Future MLB Players Using Scouting Reports. Explaining Deep Learning-Based Networked Systems. Learning Partial Di …
Paper Group AWR 241

Paper Group AWR 241

February 1, 2020

Generating Weighted MAX-2-SAT Instances of Tunable Difficulty with Frustrated Loops. AttaCut: A Fast and Accurate Neural Thai Word Segmenter. Robust Learning with the Hilbert-Schmidt Independence Criterion. A coupled autoencoder approach for multi-modal analysis of cell types. Improving Face Anti-Spoofing by 3D Virtual Synthesis. Using Similarity M …
Paper Group AWR 243

Paper Group AWR 243

February 1, 2020

Fashion Image Retrieval with Capsule Networks. Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation. Efficient Covariance Estimation from Temporal Data. Neumann Networks for Inverse Problems in Imaging. The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems. Using Local Knowledge Graph Cons …