Emotion Recognition

Paper Group AWR 38

Paper Group AWR 38

July 30, 2019

AON: Towards Arbitrarily-Oriented Text Recognition. Laplacian-Steered Neural Style Transfer. Interpretable Policies for Reinforcement Learning by Genetic Programming. Combining Residual Networks with LSTMs for Lipreading. Distance-based classifier by data transformation for high-dimension, strongly spiked eigenvalue models. GXNOR-Net: Training deep …
Paper Group AWR 72

Paper Group AWR 72

July 30, 2019

Hidden Community Detection in Social Networks. Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes. Learning Fashion Compatibility with Bidirectional LSTMs. Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks. Emotion Recognition in the Wild using …
Paper Group AWR 8

Paper Group AWR 8

July 30, 2019

Class Rectification Hard Mining for Imbalanced Deep Learning. Adaptive Low-Rank Kernel Subspace Clustering. Optimal deep neural networks for sparse recovery via Laplace techniques. Automated Scalable Bayesian Inference via Hilbert Coresets. PDE-Net: Learning PDEs from Data. Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Vi …
Paper Group ANR 141

Paper Group ANR 141

July 29, 2019

A Sampling Theory Perspective of Graph-based Semi-supervised Learning. Implicitly Incorporating Morphological Information into Word Embedding. Visually grounded learning of keyword prediction from untranscribed speech. Mesh-based 3D Textured Urban Mapping. Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning. Classificati …
Paper Group ANR 29

Paper Group ANR 29

July 29, 2019

SilNet : Single- and Multi-View Reconstruction by Learning from Silhouettes. Inverse Reinforcement Learning for Marketing. Debbie, the Debate Bot of the Future. Deep Haptic Model Predictive Control for Robot-Assisted Dressing. Accelerate RNN-based Training with Importance Sampling. Surprise Search for Evolutionary Divergence. Deep Multi-view Models …
Paper Group ANR 32

Paper Group ANR 32

July 29, 2019

DeepSF: deep convolutional neural network for mapping protein sequences to folds. Improving One-Shot Learning through Fusing Side Information. A glass-box interactive machine learning approach for solving NP-hard problems with the human-in-the-loop. Estimating prediction error for complex samples. Dynamic Label Graph Matching for Unsupervised Video …
Paper Group ANR 37

Paper Group ANR 37

July 29, 2019

Co-evolutionary multi-task learning for dynamic time series prediction. Calibration for the (Computationally-Identifiable) Masses. Environment-Independent Task Specifications via GLTL. Spice up Your Chat: The Intentions and Sentiment Effects of Using Emoji. Compressive Sensing of Color Images Using Nonlocal Higher Order Dictionary. Generating Compa …
Paper Group ANR 42

Paper Group ANR 42

July 29, 2019

Likelihood Estimation for Generative Adversarial Networks. Spectral-spatial classification of hyperspectral images: three tricks and a new supervised learning setting. Does Normalization Methods Play a Role for Hyperspectral Image Classification?. Asynchronous Announcements. Continuous Multimodal Emotion Recognition Approach for AVEC 2017. Signal a …
Paper Group ANR 72

Paper Group ANR 72

July 29, 2019

A New Urban Objects Detection Framework Using Weakly Annotated Sets. Advanced LSTM: A Study about Better Time Dependency Modeling in Emotion Recognition. Measuring Catastrophic Forgetting in Neural Networks. KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors. ROAD: Reality Oriented Adaptation for Sema …
Paper Group ANR 88

Paper Group ANR 88

July 29, 2019

Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences. Image Captioning with Object Detection and Localization. Efficient Reinforcement Learning via Initial Pure Exploration. Discourse Structure in Machine Translation Evaluation. Learning Robust Visual-Semantic Embeddings …
Paper Group ANR 89

Paper Group ANR 89

July 29, 2019

Learning spectro-temporal features with 3D CNNs for speech emotion recognition. Evaluation of Deep Learning on an Abstract Image Classification Dataset. Unsupervised neural and Bayesian models for zero-resource speech processing. No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. Improved Lossy Image Compr …
Paper Group ANR 91

Paper Group ANR 91

July 29, 2019

DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer. An Automated Compatibility Prediction Engine using DISC Theory Based Classification and Neural Networks. First Results from Using Game Refinement Measure and Learning Coefficient in Scrabble. A Simulator for Hedonic Games. Convolutional Low-Resolution Fine-Grained C …
Paper Group AWR 179

Paper Group AWR 179

July 29, 2019

Language Bootstrapping: Learning Word Meanings From Perception-Action Association. Reconstructing Video from Interferometric Measurements of Time-Varying Sources. Adversarial Sets for Regularising Neural Link Predictors. SAM: Semantic Attribute Modulation for Language Modeling and Style Variation. OptNet: Differentiable Optimization as a Layer in N …
Paper Group AWR 182

Paper Group AWR 182

July 29, 2019

PixelSNAIL: An Improved Autoregressive Generative Model. A Data-Oriented Model of Literary Language. Cascade Adversarial Machine Learning Regularized with a Unified Embedding. AMAT: Medial Axis Transform for Natural Images. LOGAN: Membership Inference Attacks Against Generative Models. SVCCA: Singular Vector Canonical Correlation Analysis for Deep …
Paper Group AWR 83

Paper Group AWR 83

July 29, 2019

Seernet at EmoInt-2017: Tweet Emotion Intensity Estimator. Jumping across biomedical contexts using compressive data fusion. B-CNN: Branch Convolutional Neural Network for Hierarchical Classification. Cell Detection in Microscopy Images with Deep Convolutional Neural Network and Compressed Sensing. A Neural Parametric Singing Synthesizer. A Distrib …
Paper Group AWR 88

Paper Group AWR 88

July 29, 2019

Steganographic Generative Adversarial Networks. Group-level Emotion Recognition using Transfer Learning from Face Identification. Deep Learning for Patient-Specific Kidney Graft Survival Analysis. libact: Pool-based Active Learning in Python. Fast Single-Class Classification and the Principle of Logit Separation. DropMax: Adaptive Variational Softm …
Paper Group AWR 93

Paper Group AWR 93

July 29, 2019

Self-Supervised Visual Planning with Temporal Skip Connections. Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning. f-GANs in an Information Geometric Nutshell. A signature-based machine learning model for bipolar disorder and borderline personality disorder. Learning a Hierarchical Latent-Variable Model of 3D Shapes. Ch …
Paper Group ANR 254

Paper Group ANR 254

July 28, 2019

Transfer Regression via Pairwise Similarity Regularization. Phase recovery and holographic image reconstruction using deep learning in neural networks. Light Field Segmentation From Super-pixel Graph Representation. Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation. Online Forecasting Matrix Factorization. Penalizing Unf …
Paper Group ANR 301

Paper Group ANR 301

July 28, 2019

A Note on Community Trees in Networks. Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems. View-invariant Gait Recognition through Genetic Template Segmentation. Practical Coreset Constructions for Machine Learning. Efficient-UCBV: An Almost Optimal Algorithm using Variance Estimates. Non-parametric Est …
Paper Group ANR 302

Paper Group ANR 302

July 28, 2019

Learning Mixture of Gaussians with Streaming Data. On the Discrepancy Between Kleinberg’s Clustering Axioms and $k$-Means Clustering Algorithm Behavior. Towards Speech Emotion Recognition “in the wild” using Aggregated Corpora and Deep Multi-Task Learning. Toward a Formal Model of Cognitive Synergy. Aircraft Fuselage Defect Detection using Deep Neu …
Paper Group ANR 304

Paper Group ANR 304

July 28, 2019

Automatic Recognition of Mammal Genera on Camera-Trap Images using Multi-Layer Robust Principal Component Analysis and Mixture Neural Networks. Graphcut Texture Synthesis for Single-Image Superresolution. DeepFuse: A Deep Unsupervised Approach for Exposure Fusion with Extreme Exposure Image Pairs. Deep Projective 3D Semantic Segmentation. SEGCloud: …
Paper Group ANR 305

Paper Group ANR 305

July 28, 2019

Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech. Geometric Enclosing Networks. Relative Depth Order Estimation Using Multi-scale Densely Connected Convolutional Networks. Stein Variational Gradient Descent as Gradient Flow. Analysing Data-To-Text Gener …
Paper Group ANR 316

Paper Group ANR 316

July 28, 2019

Wasserstein Divergence for GANs. Preference Reasoning in Matching Procedures: Application to the Admission Post-Baccalaureat Platform. DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents. Recovering Homography from Camera Captured Documents using Convolutional Neural Networks. A Real- …
Paper Group ANR 339

Paper Group ANR 339

July 28, 2019

Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. World Literature According to Wikipedia: Introduction to a DBpedia-Based Framework. Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder. Remote sensing of forests using discrete return airborne LiDAR. Scale Adaptive Clustering of Mult …
Paper Group ANR 376

Paper Group ANR 376

July 28, 2019

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss. Understanding and Predicting The Attractiveness of Human Action Shot. Dimensionality Reduction on Grassmannian via Riemannian Optimization: A Generalized Perspective. Automatic Disambiguation of French Discourse Connectives. UTS submission to Google YouTube-8M Challenge …
Paper Group ANR 387

Paper Group ANR 387

July 28, 2019

A Comparative Quantitative Analysis of Contemporary Big Data Clustering Algorithms for Market Segmentation in Hospitality Industry. Generative Bridging Network in Neural Sequence Prediction. Estimation of Graphlet Statistics. Cross-domain Semantic Parsing via Paraphrasing. Prototype Matching Networks for Large-Scale Multi-label Genomic Sequence Cla …
Paper Group ANR 505

Paper Group ANR 505

July 27, 2019

Contextual Motifs: Increasing the Utility of Motifs using Contextual Data. Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation. Perturb-and-MPM: Quantifying Segmentation Uncertainty in Dense Multi-Label CRFs. Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. …
Paper Group ANR 544

Paper Group ANR 544

July 27, 2019

Addressing Expensive Multi-objective Games with Postponed Preference Articulation via Memetic Co-evolution. Robustness, Evolvability and Phenotypic Complexity: Insights from Evolving Digital Circuits. Emotion Recognition by Body Movement Representation on the Manifold of Symmetric Positive Definite Matrices. Assessing User Expertise in Spoken Dialo …