Omniglot

Paper Group AWR 124

Paper Group AWR 124

February 1, 2020

Enhancing Cross-task Transferability of Adversarial Examples with Dispersion Reduction. On the “steerability” of generative adversarial networks. Learning to compute inner consensus: A novel approach to modeling agreement between Capsules. SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications. Simultaneous Object Detection and Sema …
Paper Group AWR 157

Paper Group AWR 157

February 1, 2020

Context Attentive Document Ranking and Query Suggestion. Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features. Remote Sensor Design for Visual Recognition with Convolutional Neural Networks. LeagueAI: Improving object detector performance and flexibility through automatically generated training data and domain randomization. St …
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 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 294

Paper Group AWR 294

February 1, 2020

Convolutional Analysis Operator Learning: Dependence on Training Data. The HSIC Bottleneck: Deep Learning without Back-Propagation. Decoupled Greedy Learning of CNNs. Iterative Normalization: Beyond Standardization towards Efficient Whitening. Provably Robust Blackbox Optimization for Reinforcement Learning. Hyperbolic Image Embeddings. FIGR: Few-s …
Paper Group AWR 338

Paper Group AWR 338

February 1, 2020

Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation. Weakly Supervised Energy-Based Learning for Action Segmentation. A Biologically Inspired Visual Working Memory for Deep Networks. Unifying Variational Inference and PAC-Bayes for Supervised Learning that Scales. Well-calibrated Model Uncertainty with Temperature Scaling fo …
Paper Group AWR 342

Paper Group AWR 342

February 1, 2020

Investigating Self-Attention Network for Chinese Word Segmentation. A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing. SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data. Weighted Linear Bandits for Non-Stationary Environments. ReMASC: Realistic Replay Attack Corpus for Voice Contro …
Paper Group ANR 196

Paper Group ANR 196

January 31, 2020

An Online Sample Based Method for Mode Estimation using ODE Analysis of Stochastic Approximation Algorithms. Instance-wise Depth and Motion Learning from Monocular Videos. Database Meets Deep Learning: Challenges and Opportunities. Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems. Gated Linear Networks. To …
Paper Group ANR 32

Paper Group ANR 32

January 31, 2020

Scale Matters: Temporal Scale Aggregation Network for Precise Action Localization in Untrimmed Videos. Superpixel-based Color Transfer. Patent Claim Generation by Fine-Tuning OpenAI GPT-2. PD-ML-Lite: Private Distributed Machine Learning from Lighweight Cryptography. Adaptive Neuro Particle Swarm Optimization applied for diagnosing disorders. Kerne …
Paper Group AWR 375

Paper Group AWR 375

January 31, 2020

Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network. HAKE: Human Activity Knowledge Engine. Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare. EQuANt (Enhanced Question Answer Network). Utilizing BERT for Aspect-Based Se …
Paper Group AWR 454

Paper Group AWR 454

January 31, 2020

GRIP: Graph-based Interaction-aware Trajectory Prediction. Tweets Can Tell: Activity Recognition using Hybrid Long Short-Term Memory Model. Flow-Motion and Depth Network for Monocular Stereo and Beyond. Meta-learnt priors slow down catastrophic forgetting in neural networks. Indoor Depth Completion with Boundary Consistency and Self-Attention. Omni …
Paper Group AWR 455

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 219

Paper Group ANR 219

January 30, 2020

TeaNet: universal neural network interatomic potential inspired by iterative electronic relaxations. Grasping in the Wild:Learning 6DoF Closed-Loop Grasping from Low-Cost Demonstrations. Virtual-to-Real-World Transfer Learning for Robots on Wilderness Trails. Manifold Optimisation Assisted Gaussian Variational Approximation. A novel approach to mod …
Paper Group ANR 220

Paper Group ANR 220

January 30, 2020

Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers. Diagnosis of liver disease using computer-assisted imaging techniques: A Review. Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images. Stochastic Prototype Embeddings. Metric-Based Few-Shot Learning for Vide …
Paper Group ANR 268

Paper Group ANR 268

January 30, 2020

Learning to Discover Novel Visual Categories via Deep Transfer Clustering. Widely Linear Complex-valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models. Can You Trust This Prediction? Auditing Pointwise Reliability After Learning. On guiding video object segmentation. Learning based Methods for Code Runtime Complexity P …
Paper Group ANR 316

Paper Group ANR 316

January 30, 2020

Thwarting finite difference adversarial attacks with output randomization. Real-time Video Summarization on Commodity Hardware. Assume, Augment and Learn: Unsupervised Few-Shot Meta-Learning via Random Labels and Data Augmentation. An Abstraction Model for Semantic Segmentation Algorithms. PProCRC: Probabilistic Collaboration of Image Patches. Comp …
Paper Group ANR 369

Paper Group ANR 369

January 30, 2020

Self-Assignment Flows for Unsupervised Data Labeling on Graphs. Manifold Fitting under Unbounded Noise. Who is in Your Top Three? Optimizing Learning in Elections with Many Candidates. Fast and accurate reconstruction of HARDI using a 1D encoder-decoder convolutional network. Interpreting Distortions in Dimensionality Reduction by Superimposing Nei …
Paper Group ANR 428

Paper Group ANR 428

January 30, 2020

Multi-Path Policy Optimization. Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets. MAME : Model-Agnostic Meta-Exploration. Gumbel-Matrix Routing for Flexible Multi-task Learning. Thompson Sampling for Combinatorial Network Optimization in Unknown Environments. A Lexical, Syntactic, and Semantic Perspective …
Paper Group ANR 588

Paper Group ANR 588

January 29, 2020

On the asymptotic optimality of the comb strategy for prediction with expert advice. Visually Grounded Neural Syntax Acquisition. Differential Similarity in Higher Dimensional Spaces: Theory and Applications. Morphological Segmentation Inside-Out. Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks. Face-to-Parameter Tr …
Paper Group ANR 594

Paper Group ANR 594

January 29, 2020

MFPN: A Novel Mixture Feature Pyramid Network of Multiple Architectures for Object Detection. Improving Disentangled Representation Learning with the Beta Bernoulli Process. Semi-Cyclic Stochastic Gradient Descent. An Effective Approach to Unsupervised Machine Translation. Neural Networks Learning and Memorization with (almost) no Over-Parameteriza …
Paper Group ANR 653

Paper Group ANR 653

January 29, 2020

A Machine-Learning Approach for Earthquake Magnitude Estimation. An Intelligent Monitoring System of Vehicles on Highway Traffic. Exact minimax risk for linear least squares, and the lower tail of sample covariance matrices. Stochastic Linear Optimization with Adversarial Corruption. Unsupervised Singing Voice Conversion. Solving Inverse Problems b …
Paper Group ANR 726

Paper Group ANR 726

January 29, 2020

An Argumentation-Based Reasoner to Assist Digital Investigation and Attribution of Cyber-Attacks. CNN-Based PET Sinogram Repair to Mitigate Defective Block Detectors. On Learning from Ghost Imaging without Imaging. Enhanced Seismic Imaging with Predictive Neural Networks for Geophysics. Summarization and Visualization of Large Volumes of Broadcast …
Paper Group ANR 741

Paper Group ANR 741

January 29, 2020

Multitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos. Extensions of Generic DOL for Generic Ontology Design Patterns. Machine Learning-based Signal Detection for PMH Signals in Load-modulated MIMO System. Recurrent Existence Dete …
Paper Group ANR 1008

Paper Group ANR 1008

January 28, 2020

Context Matters: Recovering Human Semantic Structure from Machine Learning Analysis of Large-Scale Text Corpora. Equal Opportunity and Affirmative Action via Counterfactual Predictions. Kernel methods for detecting coherent structures in dynamical data. Improving localization-based approaches for breast cancer screening exam classification. Artific …
Paper Group ANR 774

Paper Group ANR 774

January 28, 2020

Evolving Indoor Navigational Strategies Using Gated Recurrent Units In NEAT. Detecting Everyday Scenarios in Narrative Texts. Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network. Connecting and Comparing Language Model Interpolation Techniques. Translating neural signals to text using a Brain-Machine Interface. Infinit …
Paper Group ANR 805

Paper Group ANR 805

January 28, 2020

Triple Generative Adversarial Networks. Convolutional neural network for detection and classification of seizures in clinical data. Convolutional Neural Networks for Automatic Meter Reading. The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures. Towards Inconsistency Measurement in …
Paper Group ANR 1157

Paper Group ANR 1157

January 27, 2020

One-Way Prototypical Networks. A Weakly Supervised Method for Instance Segmentation of Biological Cells. Learning Radiative Transfer Models for Climate Change Applications in Imaging Spectroscopy. Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems. The Trustworthy Pal: Controlling the False Discovery R …
Paper Group ANR 1293

Paper Group ANR 1293

January 27, 2020

Animated Stickies: Fast Video Projection Mapping onto a Markerless Plane through a Direct Closed-Loop Alignment. SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks. BERT for Large-scale Video Segment Classification with Test-time Augmentation. Standing on the Shoulders of Giants: AI-driven Calibration of Localisation Technolo …