Model Selection

Paper Group AWR 18

February 2, 2020

AdvHat: Real-world adversarial attack on ArcFace Face ID system. CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval. The Implicit Bias of Depth: How Incremental Learning Drives Generalization. Geometric Back-projection Network for Point Cloud Classification. Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Dem …

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 31

February 2, 2020

tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. CobWeb: A Research Prototype for Exploring User Bias in Political Fact-Checking. Mixture Content Selection for Diverse Sequence Generation. Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots. A Wind of Change: …

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 67

February 2, 2020

Quantum Entropy Scoring for Fast Robust Mean Estimation and Improved Outlier Detection. GraphSAINT: Graph Sampling Based Inductive Learning Method. Improving Model-based Genetic Programming for Symbolic Regression of Small Expressions. A Programmable Approach to Model Compression. Scalable Bayesian dynamic covariance modeling with variational Wisha …

Paper Group AWR 72

February 2, 2020

Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings. RandAugment: Practical automated data augmentation with a reduced search space. TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors. Big Transfer (BiT): General Visual Representation Learning. Semantic Segmentation of …

Paper Group AWR 8

February 2, 2020

Feature-Less End-to-End Nested Term Extraction. A Survey on Deep Learning of Small Sample in Biomedical Image Analysis. Processing Megapixel Images with Deep Attention-Sampling Models. Visualizing Trends of Key Roles in News Articles. “The Michael Jordan of Greatness”: Extracting Vossian Antonomasia from Two Decades of the New York Times, 1987-2007 …

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 110

February 1, 2020

Neural Predictor for Neural Architecture Search. A New Burrows Wheeler Transform Markov Distance. Fashion IQ: A New Dataset towards Retrieving Images by Natural Language Feedback. An Empirical Study of Spatial Attention Mechanisms in Deep Networks. Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements. Sparseo …

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 116

February 1, 2020

Towards Interactive Training of Non-Player Characters in Video Games. Counterpoint by Convolution. Incremental Learning Techniques for Semantic Segmentation. Graph Interpolating Activation Improves Both Natural and Robust Accuracies in Data-Efficient Deep Learning. How to Initialize your Network? Robust Initialization for WeightNorm & ResNets. Anti …

Paper Group AWR 121

February 1, 2020

Deep End-to-End Alignment and Refinement for Time-of-Flight RGB-D Module. Validating the Validation: Reanalyzing a large-scale comparison of Deep Learning and Machine Learning models for bioactivity prediction. Safe Policy Improvement with Soft Baseline Bootstrapping. Dense Scale Network for Crowd Counting. Learning Dynamic Author Representations w …

Paper Group AWR 156

February 1, 2020

Bayesian Neural Networks at Finite Temperature. Investigating an Effective Character-level Embedding in Korean Sentence Classification. Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities. Separating common (global and local) and distinct variation in multiple mixed types data sets. Integrating NV …

Paper Group AWR 159

February 1, 2020

EventGAN: Leveraging Large Scale Image Datasets for Event Cameras. Relationships from Entity Stream. Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet. On the Benefit of Adversarial Training for Monocular Depth Estimation. Y-Net: A Hybrid Deep Learning Reconstruction Framework for Photoacoustic Imaging in vivo …

Paper Group AWR 160

February 1, 2020

PIDForest: Anomaly Detection via Partial Identification. SLATE: A Super-Lightweight Annotation Tool for Experts. Improving Neural Conversational Models with Entropy-Based Data Filtering. Breaking Speech Recognizers to Imagine Lyrics. PyTorch: An Imperative Style, High-Performance Deep Learning Library. ODIN: ODE-Informed Regression for Parameter an …

Paper Group AWR 190

February 1, 2020

Deep-learning inversion: a next generation seismic velocity-model building method. Localizing dexterous surgical tools in X-ray for image-based navigation. Neural Arabic Text Diacritization: State of the Art Results and a Novel Approach for Machine Translation. An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models. …

Paper Group AWR 210

February 1, 2020

Additive function approximation in the brain. Non-parametric Uni-modality Constraints for Deep Ordinal Classification. Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts. Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions. Hierarchical Pointer Net Parsing. TANDA: Transfe …

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 255

February 1, 2020

AeroRIT: A New Scene for Hyperspectral Image Analysis. REflex: Flexible Framework for Relation Extraction in Multiple Domains. Inferring Distributions Over Depth from a Single Image. Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN. DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion …

Paper Group AWR 261

February 1, 2020

A Survey on Document-level Machine Translation: Methods and Evaluation. Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks. Exploiting BERT for End-to-End Aspect-based Sentiment Analysis. Model Development Process. Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy. Semantically Tied Pa …

Paper Group AWR 275

February 1, 2020

Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval. A Model to Search for Synthesizable Molecules. Binarized Knowledge Graph Embeddings. OpenBioLink: A benchmarking framework for large-scale biomedical link prediction. FastFusionNet: New State-of-the-Art for DAWNBench SQuAD. A Hitchhiker’s Guide to Statistical Comparison …

Paper Group AWR 302

February 1, 2020

Catalyst.RL: A Distributed Framework for Reproducible RL Research. MaskGAN: Towards Diverse and Interactive Facial Image Manipulation. TF-Replicator: Distributed Machine Learning for Researchers. Class-Balanced Loss Based on Effective Number of Samples. PR Product: A Substitute for Inner Product in Neural Networks. Factored Latent-Dynamic Condition …

Paper Group AWR 329

February 1, 2020

Attentive Single-Tasking of Multiple Tasks. Graphical model inference: Sequential Monte Carlo meets deterministic approximations. Explaining individual predictions when features are dependent: More accurate approximations to Shapley values. Eliciting New Wikipedia Users’ Interests via Automatically Mined Questionnaires: For a Warm Welcome, Not a Co …

Paper Group AWR 333

February 1, 2020

TechNet: Technology Semantic Network Based on Patent Data. Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection. Deep Session Interest Network for Click-Through Rate Prediction. CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB. Learning Trajectory Dependencies for Human Motion Prediction. NL …

Paper Group AWR 354

February 1, 2020

Competing Against Equilibria in Zero-Sum Games with Evolving Payoffs. Predicting Merge Conflicts in Collaborative Software Development. Interpretable multiclass classification by MDL-based rule lists. MultiFiT: Efficient Multi-lingual Language Model Fine-tuning. Efficient Primal-Dual Algorithms for Large-Scale Multiclass Classification. Deep Archet …

Paper Group AWR 367

February 1, 2020

“Why did you do that?": Explaining black box models with Inductive Synthesis. On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset. VideoGraph: Recognizing Minutes-Long Human Activities in Videos. Interaction Relational Network for Mutual Action Recognition. Relation Network for Multi-label Aerial Image …

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 1

January 31, 2020

LoRAS: An oversampling approach for imbalanced datasets. Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning. Non-locally Encoder-Decoder Convolutional Network for Whole Brain QSM Inversion. Image Aesthetics Assessment using Multi Channel Convolutional Neural Networks. Theoretical Limitation …