Feature Importance

Paper Group AWR 41

February 2, 2020

MUREL: Multimodal Relational Reasoning for Visual Question Answering. Rates of Convergence for Sparse Variational Gaussian Process Regression. Sliced Wasserstein Generative Models. Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences. Frequency Principle: Fourier Analysis Sheds Light on Deep Neura …

Paper Group AWR 48

February 2, 2020

Domain Adaptation of Neural Machine Translation by Lexicon Induction. StegaStamp: Invisible Hyperlinks in Physical Photographs. Cross-View Policy Learning for Street Navigation. A Comprehensive Overhaul of Feature Distillation. DFuseNet: Deep Fusion of RGB and Sparse Depth Information for Image Guided Dense Depth Completion. Fast and Efficient Zero …

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 137

February 1, 2020

CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning. Spatial Evolutionary Generative Adversarial Networks. Blending Diverse Physical Priors with Neural Networks. Synchronising audio and ultrasound by learning cross-modal embeddings. Machine learning algorithms to infer trait-matching and predict species interactions in ecological …

Paper Group AWR 168

February 1, 2020

GACNN: Training Deep Convolutional Neural Networks with Genetic Algorithm. Grid R-CNN Plus: Faster and Better. WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection. EviDense: a Graph-based Method for Finding Unique High-impact Events with Succinct Keyword-based Descriptions. Memory-Driven Mixed Low Precision Quantization …

Paper Group AWR 197

February 1, 2020

Towards Analyzing Semantic Robustness of Deep Neural Networks. Neural Network Distiller: A Python Package For DNN Compression Research. Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion. Adversarial Out-domain Examples for Generative Models. Multi-Agent Deep Reinforcement Learning for Large-scale Traffic …

Paper Group AWR 217

February 1, 2020

A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs. ICLR Reproducibility Challenge Report (Padam : Closing The Generalization Gap Of Adaptive Gradient Methods in Training Deep Neural Networks). Improving Neural Machine Translation with Parent-Scaled Self-Attention. Pareto Multi-Task Lea …

Paper Group AWR 271

February 1, 2020

No Word is an Island – A Transformation Weighting Model for Semantic Composition. Towards Automatic Concept-based Explanations. Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation. All-In-One Underwater Image Enhancement using Domain-Adversarial Learning. Regularized Fine-grained Meta Face Anti-spoo …

Paper Group AWR 272

February 1, 2020

Graduated Optimization of Black-Box Functions. End-to-End Wireframe Parsing. Dream to Control: Learning Behaviors by Latent Imagination. Single Network Panoptic Segmentation for Street Scene Understanding. Drawing early-bird tickets: Towards more efficient training of deep networks. Fine-grained Sentiment Classification using BERT. Memory Bounded O …

Paper Group AWR 273

February 1, 2020

Demand Forecasting from Spatiotemporal Data with Graph Networks and Temporal-Guided Embedding. Supervised Online Hashing via Hadamard Codebook Learning. Reconstructing continuous distributions of 3D protein structure from cryo-EM images. Node Embedding over Temporal Graphs. Minibatch Processing in Spiking Neural Networks. Improving Neural Response …

Paper Group AWR 334

February 1, 2020

GraphTSNE: A Visualization Technique for Graph-Structured Data. Neural Embedding Propagation on Heterogeneous Networks. Attention Based Pruning for Shift Networks. DANE: Domain Adaptive Network Embedding. Fast Visual Object Tracking with Rotated Bounding Boxes. SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in …

Paper Group AWR 339

February 1, 2020

RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes. Y-Autoencoders: disentangling latent representations via sequential-encoding. Sentiment analysis is not solved! Assessing and probing sentiment classification. LIDA: Lightweight Interactive Dialogue Annotator. Generation of 3D Brain MRI Using Auto-Encoding Generative Adversari …

Paper Group AWR 340

February 1, 2020

Contrastive Learning of Structured World Models. Span-based Joint Entity and Relation Extraction with Transformer Pre-training. Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking. Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems. Learning Vector-valued Functions wit …

Paper Group AWR 346

February 1, 2020

Harry Potter and the Action Prediction Challenge from Natural Language. Multi-Modal Fusion for End-to-End RGB-T Tracking. ReinBo: Machine Learning pipeline search and configuration with Bayesian Optimization embedded Reinforcement Learning. Real-world attack on MTCNN face detection system. Interpretable machine learning: definitions, methods, and a …

Paper Group ANR 142

January 31, 2020

Convergence analysis of Tikhonov regularization for non-linear statistical inverse learning problems. Prediction of Bottleneck Points for Manipulation Planning in Cluttered Environment using a 3D Convolutional Neural Network. Multiple Sclerosis Lesion Synthesis in MRI using an encoder-decoder U-NET. Task-Motion Planning for Navigation in Belief Spa …

Paper Group ANR 147

January 31, 2020

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus. Study of Robust Distributed Diffusion RLS Algorithms with Side Information for Adaptive Networks. Semi-Supervised Natural Language Approach for Fine-Grained Classification of Medical Reports. A Strongly Consistent Sparse $k$-means Clustering with Direct $l_1$ Penalizat …

Paper Group ANR 45

January 31, 2020

A constrained ICA-EMD Model for Group Level fMRI Analysis. PanDA: Panoptic Data Augmentation. A study of problems with multiple interdependent components - Part I. Quantitative Mitigation of Timing Side Channels. Deception through Half-Truths. A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders. B …

Paper Group AWR 373

January 31, 2020

Are We Making Real Progress in Simulated Environments? Measuring the Sim2Real Gap in Embodied Visual Navigation. Temporal Convolution for Real-time Keyword Spotting on Mobile Devices. The Spectral Bias of the Deep Image Prior. Differentiable Physics-informed Graph Networks. ViP: Video Platform for PyTorch. Software architecture for YOLO, a creativi …

Paper Group AWR 386

January 31, 2020

Issue Framing in Online Discussion Fora. Using Synthetic Data and Deep Networks to Recognize Primitive Shapes for Object Grasping. NRPA: Neural Recommendation with Personalized Attention. DALI: a large Dataset of synchronized Audio, LyrIcs and notes, automatically created using teacher-student machine learning paradigm. CrowdFix: An Eyetracking Dat …

Paper Group AWR 404

January 31, 2020

Chunkflow: Distributed Hybrid Cloud Processing of Large 3D Images by Convolutional Nets. Vertebrae Detection and Localization in CT with Two-Stage CNNs and Dense Annotations. MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. Searching to Exploit Memorization Effect in Learning from Corrupted Labels. ATMSeer: Increasing Transp …

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 ANR 245

January 30, 2020

Twitter Speaks: A Case of National Disaster Situational Awareness. $VJA\dot{G}\dot{G}$ – A Thick-Client Smart-Phone Journey Detection Algorithm. DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems. Teacher-Student Training for Robust Tacotron-based TTS. DeepHoyer: Learning Sparser Ne …

Paper Group ANR 258

January 30, 2020

A Framework for End-to-End Deep Learning-Based Anomaly Detection in Transportation Networks. Infochain: A Decentralized System for Truthful Information Elicitation. Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning. Precision Matrix Estimation with Noisy and Missing Data. Deep Verifier Networks: Verification of Deep Di …

Paper Group ANR 309

January 30, 2020

Knowledge Adaptation for Efficient Semantic Segmentation. SampleFix: Learning to Correct Programs by Sampling Diverse Fixes. Scaling Robot Supervision to Hundreds of Hours with RoboTurk: Robotic Manipulation Dataset through Human Reasoning and Dexterity. Optimal Experiment Design in Nonlinear Parameter Estimation with Exact Confidence Regions. Unde …

Paper Group ANR 311

January 30, 2020

Human eye inspired log-polar pre-processing for neural networks. Solving Continual Combinatorial Selection via Deep Reinforcement Learning. A Simple Explanation for the Existence of Adversarial Examples with Small Hamming Distance. Learning definable hypotheses on trees. A Generalized Framework for Population Based Training. Multi-Modal Citizen Sci …

Paper Group ANR 552

January 29, 2020

Finding Salient Context based on Semantic Matching for Relevance Ranking. FAT-DeepFFM: Field Attentive Deep Field-aware Factorization Machine. Distinction Graphs and Graphtropy: A Formalized Phenomenological Layer Underlying Classical and Quantum Entropy, Observational Semantics and Cognitive Computation. Three Dimensional Route Planning for Multip …

Paper Group ANR 553

January 29, 2020

Flexible Mining of Prefix Sequences from Time-Series Traces. Multi-modal segmentation with missing MR sequences using pre-trained fusion networks. Affine Self Convolution. Analyzing the Structure of Attention in a Transformer Language Model. Outcome-Driven Clustering of Acute Coronary Syndrome Patients using Multi-Task Neural Network with Attention …

Paper Group ANR 664

January 29, 2020

Learning a Family of Optimal State-Feedback Controllers with Homotopy and Trajectory Optimisation. A Semi-Supervised Framework for Automatic Pixel-Wise Breast Cancer Grading of Histological Images. State-Regularized Recurrent Neural Networks. Embedding of FRPN in CNN architecture. DDNet: Cartesian-polar Dual-domain Network for the Joint Optic Disc …