EEG

Paper Group AWR 22

Paper Group AWR 22

October 21, 2019

Detect-to-Retrieve: Efficient Regional Aggregation for Image Search. Bayesian CycleGAN via Marginalizing Latent Sampling. A Review of Different Word Embeddings for Sentiment Classification using Deep Learning. Do-It-Yourself Single Camera 3D Pointer Input Device. Building a Word Segmenter for Sanskrit Overnight. Dealing with Unknown Unknowns: Ident …
Paper Group AWR 34

Paper Group AWR 34

October 21, 2019

Do Deep Generative Models Know What They Don’t Know?. Learning a SAT Solver from Single-Bit Supervision. RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising. Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation. Adversarial Propagation and Zero-Shot Cross-Lingual Transfer …
Paper Group AWR 37

Paper Group AWR 37

October 21, 2019

Joint Multilingual Supervision for Cross-lingual Entity Linking. Another Diversity-Promoting Objective Function for Neural Dialogue Generation. Importance of Search and Evaluation Strategies in Neural Dialogue Modeling. RISE: Randomized Input Sampling for Explanation of Black-box Models. A deep learning architecture to detect events in EEG signals …
Paper Group ANR 31

Paper Group ANR 31

October 20, 2019

Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer’s Disease. Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer. Actigraphy-based Sleep/Wake Pattern Detection using Convolutional Neural Networks. Bounding the Err …
Paper Group ANR 77

Paper Group ANR 77

October 20, 2019

Chi-Square Test Neural Network: A New Binary Classifier based on Backpropagation Neural Network. Comparison between DeepESNs and gated RNNs on multivariate time-series prediction. Machine Learning for Health (ML4H) Workshop at NeurIPS 2018. Exploiting Explicit Paths for Multi-hop Reading Comprehension. Color naming reflects both perceptual structur …
Paper Group ANR 84

Paper Group ANR 84

October 20, 2019

Model identification for ARMA time series through convolutional neural networks. LNEMLC: Label Network Embeddings for Multi-Label Classification. Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound. Projection-Free Bandit Convex Optimization. A Recurrent Convolutional Neural Network Approach for Sensorless Fo …
Paper Group AWR 181

Paper Group AWR 181

October 20, 2019

A Fully Progressive Approach to Single-Image Super-Resolution. AdGraph: A Graph-Based Approach to Ad and Tracker Blocking. Sliced Recurrent Neural Networks. KS(conf ): A Light-Weight Test if a ConvNet Operates Outside of Its Specifications. ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification. End2You – The Imperial Toolkit f …
Paper Group AWR 236

Paper Group AWR 236

October 20, 2019

Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials. Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding. Deep Anomaly Detection with Outlier Exposure. Polarity Loss for Zero-shot Object Detection. Learning Approximate Inference Networks for Structured Predicti …
Paper Group AWR 240

Paper Group AWR 240

October 20, 2019

On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length. Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing. Unsupervised learning from videos using temporal coherency deep networks. This Time with Feeling: Learning Expressive Musical Performance. The Pros and Cons: Rank-aware Temporal Attentio …
Paper Group AWR 243

Paper Group AWR 243

October 20, 2019

Efficient Attention: Attention with Linear Complexities. Estimating Depth from RGB and Sparse Sensing. Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks. Unsupervised Grammar Induction with Depth-bounded PCFG. Insights on representational similarity in neural networks with canonical correlation. Merg …
Paper Group AWR 263

Paper Group AWR 263

October 20, 2019

Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals. Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems. ExIt-OOS: Towards Learning from Planning in Imperfect Information Games. Communication Algorithms via Deep Learning. A Full End-to-End Semantic Role Labeler, Syntax-agn …
Paper Group AWR 274

Paper Group AWR 274

October 20, 2019

Perceptual Compressive Sensing. Minimizing Close-k Aggregate Loss Improves Classification. Cogni-Net: Cognitive Feature Learning through Deep Visual Perception. AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias. Are adversarial examples inevitable?. Rethinking Feature Distribution for Loss …
Paper Group AWR 276

Paper Group AWR 276

October 20, 2019

M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion. Grassmannian Learning: Embedding Geometry Awareness in Shallow and Deep Learning. Adversarial Decomposition of Text Representation. Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare App …
Paper Group AWR 297

Paper Group AWR 297

October 20, 2019

Structured Control Nets for Deep Reinforcement Learning. Variational Bayesian Weighted Complex Network Reconstruction. TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning. RMDL: Random Multimodel Deep Learning for Classification. Multiview Supervision By Registration. Learning Dynamic Memory Networks for Object …
Paper Group AWR 306

Paper Group AWR 306

October 20, 2019

Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies. Optimal Completion Distillation for Sequence Learning. TED-LIUM 3: twice as much data and corpus repartition for experiments on speaker adaptation. A Modulation Module for Multi-task Learning with Applications in Image Retrieval. Learning to Reweight Example …
Paper Group AWR 318

Paper Group AWR 318

October 20, 2019

BTS-DSN: Deeply Supervised Neural Network with Short Connections for Retinal Vessel Segmentation. cGANs with Projection Discriminator. Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding. Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models. Towards Two- …
Paper Group AWR 335

Paper Group AWR 335

October 20, 2019

Learning a Neural-network-based Representation for Open Set Recognition. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations. A Neural Temporal Model for Human Motion Prediction. Neural Program Synthesis with Priority Queue Training. Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirect …
Paper Group ANR 106

Paper Group ANR 106

October 19, 2019

DNN-based Source Enhancement to Increase Objective Sound Quality Assessment Score. Compositional Stochastic Average Gradient for Machine Learning and Related Applications. Towards a Semantic Perceptual Image Metric. SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation. Feasibility of Colon …
Paper Group ANR 142

Paper Group ANR 142

October 19, 2019

Evaluation of Preference of Multimedia Content using Deep Neural Networks for Electroencephalography. Deep Auxiliary Learning for Visual Localization and Odometry. Dial2Desc: End-to-end Dialogue Description Generation. Local Frequency Interpretation and Non-Local Self-Similarity on Graph for Point Cloud Inpainting. Data Poisoning Attacks against On …
Paper Group ANR 165

Paper Group ANR 165

October 19, 2019

Region Growing Curriculum Generation for Reinforcement Learning. Diverse M-Best Solutions by Dynamic Programming. Computer-Assisted Text Analysis for Social Science: Topic Models and Beyond. DeepLens: Shallow Depth Of Field From A Single Image. A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset. Towards End-to-e …
Paper Group ANR 199

Paper Group ANR 199

October 19, 2019

Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision. Event Forecasting with Pattern Markov Chains. Using Known Information to Accelerate HyperParameters Optimization Based on SMBO. Hardware-Efficient Guided Image Filtering For Multi-Label Problem. Secure Federated Transfer Learning. Learning Discriminative Representation wi …
Paper Group ANR 200

Paper Group ANR 200

October 19, 2019

Using 3D Hahn Moments as A Computational Representation of ATS Drugs Molecular Structure. Cartoon-to-real: An Approach to Translate Cartoon to Realistic Images using GAN. Learning Attentional Communication for Multi-Agent Cooperation. Progressive Spatial Recurrent Neural Network for Intra Prediction. A Unified Deep Learning Architecture for Abuse D …
Paper Group ANR 232

Paper Group ANR 232

October 19, 2019

Future-State Predicting LSTM for Early Surgery Type Recognition. The Effect of Context on Metaphor Paraphrase Aptness Judgments. Magnetically Guided Capsule Endoscopy. Patch-Based Image Inpainting with Generative Adversarial Networks. Robust Gradient Descent via Moment Encoding with LDPC Codes. Classification of auditory stimuli from EEG signals wi …
Paper Group ANR 248

Paper Group ANR 248

October 19, 2019

Logical Explanations for Deep Relational Machines Using Relevance Information. Anytime Neural Prediction via Slicing Networks Vertically. Sounding Board: A User-Centric and Content-Driven Social Chatbot. Cylindrical Transform: 3D Semantic Segmentation of Kidneys With Limited Annotated Images. Looking Deeper into Deep Learning Model: Attribution-bas …
Paper Group ANR 283

Paper Group ANR 283

October 19, 2019

Map matching when the map is wrong: Efficient vehicle tracking on- and off-road for map learning. Visual Diagnostics for Deep Reinforcement Learning Policy Development. IGD Indicator-based Evolutionary Algorithm for Many-objective Optimization Problems. Discriminator-Actor-Critic: Addressing Sample Inefficiency and Reward Bias in Adversarial Imitat …
Paper Group ANR 295

Paper Group ANR 295

October 19, 2019

Adversarially Robust Generalization Requires More Data. A Group-Theoretic Approach to Computational Abstraction: Symmetry-Driven Hierarchical Clustering. Generalised Differential Privacy for Text Document Processing. Combating Uncertainty with Novel Losses for Automatic Left Atrium Segmentation. Convergence of the Expectation-Maximization Algorithm …
Paper Group ANR 307

Paper Group ANR 307

October 19, 2019

Scaling Video Analytics Systems to Large Camera Deployments. Neural Machine Translation of Logographic Languages Using Sub-character Level Information. Adaptive Polar Active Contour for Segmentation and Tracking in Ultrasound Videos. Research on the Brain-inspired Cross-modal Neural Cognitive Computing Framework. Constraining the Dynamics of Deep P …
Paper Group ANR 320

Paper Group ANR 320

October 19, 2019

VirtualHome: Simulating Household Activities via Programs. Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer Learning. Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience. Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning. Temporal Difference Learni …