computer vision

Paper Group AWR 150

Paper Group AWR 150

July 29, 2019

Predicting the Driver’s Focus of Attention: the DR(eye)VE Project. A Crowd-Annotated Spanish Corpus for Humor Analysis. Discriminative models for multi-instance problems with tree-structure. Person Transfer GAN to Bridge Domain Gap for Person Re-Identification. Convolutional Image Captioning. FoldingNet: Point Cloud Auto-encoder via Deep Grid Defor …
Paper Group AWR 154

Paper Group AWR 154

July 29, 2019

Understanding Convolution for Semantic Segmentation. A systematic study of the class imbalance problem in convolutional neural networks. The Consciousness Prior. Cost-Effective Active Learning for Melanoma Segmentation. Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR. Dense 3D Regression for Hand Pose Est …
Paper Group AWR 159

Paper Group AWR 159

July 29, 2019

Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction. Grounding Language for Transfer in Deep Reinforcement Learning. Local Convergence of Proximal Splitting Methods for Rank Constrained Problems. PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection. The (Un)reliability of saliency methods. Selecting …
Paper Group AWR 161

Paper Group AWR 161

July 29, 2019

Forward and Reverse Gradient-Based Hyperparameter Optimization. Hierarchical RNN with Static Sentence-Level Attention for Text-Based Speaker Change Detection. Good Semi-supervised Learning that Requires a Bad GAN. “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News Detection. Unsupervised Domain Adaptation for 3D Keypoint Estimation v …
Paper Group AWR 164

Paper Group AWR 164

July 29, 2019

Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples. Enhanced Neural Machine Translation by Learning from Draft. Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting. A Generative Model of People in Clothing. LR-GAN: Layered Recursive Generative Adversarial Networks for Image Genera …
Paper Group AWR 166

Paper Group AWR 166

July 29, 2019

Real-Time Action Detection in Video Surveillance using Sub-Action Descriptor with Multi-CNN. Two-Stream Convolutional Networks for Dynamic Texture Synthesis. Learning Texture Manifolds with the Periodic Spatial GAN. ShiftCNN: Generalized Low-Precision Architecture for Inference of Convolutional Neural Networks. Robust Video-Based Eye Tracking Using …
Paper Group AWR 167

Paper Group AWR 167

July 29, 2019

FeUdal Networks for Hierarchical Reinforcement Learning. Predicting SMT Solver Performance for Software Verification. Paying Attention to Multi-Word Expressions in Neural Machine Translation. Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss. Learning Dilation Factors for Semantic Segme …
Paper Group AWR 168

Paper Group AWR 168

July 29, 2019

Improved Variational Autoencoders for Text Modeling using Dilated Convolutions. Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels. Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning. cvpaper.challenge in 2016: Futuristic Computer …
Paper Group AWR 170

Paper Group AWR 170

July 29, 2019

Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones. LSTM Fully Convolutional Networks for Time Series Classification. Morphable Face Models - An Open Framework. High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks. Listen, Interact and Talk: Learning to Speak via Interaction. Robust importance-weigh …
Paper Group AWR 173

Paper Group AWR 173

July 29, 2019

RON: Reverse Connection with Objectness Prior Networks for Object Detection. Recent Trends in Deep Learning Based Natural Language Processing. Causal Effect Inference with Deep Latent-Variable Models. Joint Maximum Purity Forest with Application to Image Super-Resolution. Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outpu …
Paper Group AWR 174

Paper Group AWR 174

July 29, 2019

Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations. Dynamic Neural Program Embedding for Program Repair. Effective Neural Solution for Multi-Criteria Word Segmentation. Geometric Affordances from a Single Example via the Interaction Tensor. Searching for Activation Functions. FigureQA: An Annotated Figure …
Paper Group AWR 177

Paper Group AWR 177

July 29, 2019

CosmoGAN: creating high-fidelity weak lensing convergence maps using Generative Adversarial Networks. Transition-Based Generation from Abstract Meaning Representations. Reinforcement Learning via Recurrent Convolutional Neural Networks. Analogs of Linguistic Structure in Deep Representations. Character-based Joint Segmentation and POS Tagging for C …
Paper Group AWR 178

Paper Group AWR 178

July 29, 2019

A simple but tough-to-beat baseline for the Fake News Challenge stance detection task. Exploiting ConvNet Diversity for Flooding Identification. CyCADA: Cycle-Consistent Adversarial Domain Adaptation. Need for Speed: A Benchmark for Higher Frame Rate Object Tracking. Being Robust (in High Dimensions) Can Be Practical. Auto-painter: Cartoon Image Ge …
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 184

Paper Group AWR 184

July 29, 2019

Towards a Principled Integration of Multi-Camera Re-Identification and Tracking through Optimal Bayes Filters. Associative Domain Adaptation. Automated Hate Speech Detection and the Problem of Offensive Language. Cross-Validation with Confidence. Convolutional Dictionary Learning via Local Processing. Attention-based Extraction of Structured Inform …
Paper Group AWR 185

Paper Group AWR 185

July 29, 2019

A selectional auto-encoder approach for document image binarization. Accelerating Cross-Validation in Multinomial Logistic Regression with $\ell_1$-Regularization. SphereFace: Deep Hypersphere Embedding for Face Recognition. CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting. Text Coherence Analysis …
Paper Group AWR 186

Paper Group AWR 186

July 29, 2019

Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection. CloudScan - A configuration-free invoice analysis system using recurrent neural networks. Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training. Pitfalls and Best Practices in Algorithm Configuration. Experiment Segmentation in Scientific …
Paper Group AWR 187

Paper Group AWR 187

July 29, 2019

Learning Hawkes Processes from Short Doubly-Censored Event Sequences. Dropout Inference in Bayesian Neural Networks with Alpha-divergences. Combining Strategic Learning and Tactical Search in Real-Time Strategy Games. Robust Keyframe-based Dense SLAM with an RGB-D Camera. BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting …
Paper Group AWR 188

Paper Group AWR 188

July 29, 2019

Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks. A Unified Approach to Interpreting Model Predictions. KATE: K-Competitive Autoencoder for Text. Backtracking Regression Forests for Accurate Camera Relocalization. ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Lo …
Paper Group AWR 189

Paper Group AWR 189

July 29, 2019

Computer vision-based food calorie estimation: dataset, method, and experiment. A Statistical Comparison of Some Theories of NP Word Order. Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks. Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning. Extreme 3D Face Reconstr …
Paper Group AWR 192

Paper Group AWR 192

July 29, 2019

Robust Registration of Gaussian Mixtures for Colour Transfer. Transfer Learning for Speech Recognition on a Budget. Get To The Point: Summarization with Pointer-Generator Networks. Eye In-Painting with Exemplar Generative Adversarial Networks. Progressive Learning for Systematic Design of Large Neural Networks. Learning to Find Good Correspondences …
Paper Group AWR 193

Paper Group AWR 193

July 29, 2019

Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction Approach. Deep Image Harmonization. Semi-supervised sequence tagging with bidirectional language models. Implicit Weight Uncertainty in Neural Networks. Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition. The Impact of Random Models on C …
Paper Group AWR 198

Paper Group AWR 198

July 29, 2019

Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting. A Morphology-aware Network for Morphological Disambiguation. An Empirical Analysis of Feature Engineering for Predictive Modeling. Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. CRF Autoencoder …
Paper Group AWR 202

Paper Group AWR 202

July 29, 2019

Lossy Image Compression with Compressive Autoencoders. Deep Packet: A Novel Approach For Encrypted Traffic Classification Using Deep Learning. Static Gesture Recognition using Leap Motion. Distill-and-Compare: Auditing Black-Box Models Using Transparent Model Distillation. Investigation of Different Skeleton Features for CNN-based 3D Action Recogni …
Paper Group AWR 203

Paper Group AWR 203

July 29, 2019

Data Augmentation of Spectral Data for Convolutional Neural Network (CNN) Based Deep Chemometrics. Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning. Inertial Odometry on Handheld Smartphones. TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals. Deep Forecast: Deep Learning-based Spatio-Temporal Foreca …
Paper Group AWR 77

Paper Group AWR 77

July 29, 2019

Bayesian Cluster Enumeration Criterion for Unsupervised Learning. BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet. Developing a comprehensive framework for multimodal feature extraction. A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing. Towards Alzheimer’s Disease Classification throug …
Paper Group AWR 78

Paper Group AWR 78

July 29, 2019

Statistics of Deep Generated Images. P-Tree Programming. Automatic Mapping of NES Games with Mappy. Joint Deep Modeling of Users and Items Using Reviews for Recommendation. Empower Sequence Labeling with Task-Aware Neural Language Model. Lenient Multi-Agent Deep Reinforcement Learning. Attentive Generative Adversarial Network for Raindrop Removal f …
Paper Group AWR 81

Paper Group AWR 81

July 29, 2019

Learning More Universal Representations for Transfer-Learning. Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models. Deep Competitive Pathway Networks. One-Shot Reinforcement Learning for Robot Navigation with Interactive Replay. The Code2Text Challenge: Text Genera …