adversarial network

Paper Group AWR 136

Paper Group AWR 136

July 29, 2019

Hyperparameter Optimization: A Spectral Approach. Neural Machine Translation. A Novel Approach for Image Segmentation based on Histograms computed from Hue-data. Stabilizing GAN Training with Multiple Random Projections. ShapeWorld - A new test methodology for multimodal language understanding. Tensor-on-tensor regression. Generate To Adapt: Aligni …
Paper Group AWR 138

Paper Group AWR 138

July 29, 2019

Robust Multilingual Named Entity Recognition with Shallow Semi-Supervised Features. Poisson–Gamma Dynamical Systems. An Implementation of Faster RCNN with Study for Region Sampling. Learning Sparse Neural Networks through $L_0$ Regularization. Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks. Spatial Memory …
Paper Group AWR 141

Paper Group AWR 141

July 29, 2019

MoDL: Model Based Deep Learning Architecture for Inverse Problems. Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features. Learning Face Age Progression: A Pyramid Architecture of GANs. Learning to Compose Domain-Specific Transformations for Data Augmentation. Learning From Noisy Singly-labeled Data. Don’t Just Assume; Loo …
Paper Group AWR 145

Paper Group AWR 145

July 29, 2019

Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs. Deep Joint Entity Disambiguation with Local Neural Attention. Knowledge Transfer for Melanoma Screening with Deep Learning. Greedy Search for Descriptive Spatial Face Features. Towards Syntactic Iberian Polarity Classification. Fast Generation for Con …
Paper Group AWR 146

Paper Group AWR 146

July 29, 2019

Recurrent Neural Network-Based Sentence Encoder with Gated Attention for Natural Language Inference. Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly. Learning Functional Causal Models with Generative Neural Networks. Argument Mining with Structured SVMs and RNNs. Reporting Score Distributions Makes a Difference: Pe …
Paper Group AWR 147

Paper Group AWR 147

July 29, 2019

Learning to Generate Reviews and Discovering Sentiment. Resting state fMRI functional connectivity-based classification using a convolutional neural network architecture. Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation. Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundar …
Paper Group AWR 149

Paper Group AWR 149

July 29, 2019

Correlating Satellite Cloud Cover with Sky Cameras. Wisture: RNN-based Learning of Wireless Signals for Gesture Recognition in Unmodified Smartphones. Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization. Optimizing the Latent Space of Generative Networks. VITON: An Image-based Virtual Try-on Network. A Generative Model for Vo …
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 152

Paper Group AWR 152

July 29, 2019

Robust Adversarial Reinforcement Learning. Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery. Breast density classification with deep convolutional neural networks. Zero-Shot Relation Extraction via Reading Comprehension. DyNet: The Dynamic Neural Network Toolkit. An Optimization Approach to Learning Fall …
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 162

Paper Group AWR 162

July 29, 2019

Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples. Cross-View Image Matching for Geo-localization in Urban Environments. Particle Clustering Machine: A Dynamical System Based Approach. On the State of the Art of Evaluation in Neural Language Models. Accurate Pulmonary Nodule Detection in Computed Tomography Im …
Paper Group AWR 163

Paper Group AWR 163

July 29, 2019

PageNet: Page Boundary Extraction in Historical Handwritten Documents. STAIR Captions: Constructing a Large-Scale Japanese Image Caption Dataset. 3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks. Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness. DualGAN: Unsupervised Dual Learning for Image- …
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 169

Paper Group AWR 169

July 29, 2019

Neural Models for Sequence Chunking. WESPE: Weakly Supervised Photo Enhancer for Digital Cameras. StreetStyle: Exploring world-wide clothing styles from millions of photos. Geometric Dimensionality Reduction for Subsequent Classification. jsCoq: Towards Hybrid Theorem Proving Interfaces. Deep Shape Matching. A Unified Approach of Multi-scale Deep a …
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 172

Paper Group AWR 172

July 29, 2019

Billion-scale similarity search with GPUs. Finite Sample Guarantees for PCA in Non-Isotropic and Data-Dependent Noise. Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks. CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training. Orthogonal Recurrent Neural Networks with Scaled Cayley Transform. Gr …
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 175

Paper Group AWR 175

July 29, 2019

Synthesizing Robust Adversarial Examples. Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks. Employing Fusion of Learned and Handcrafted Features for Unconstrained Ear Recognition. Working hard to know your neighbor’s margins: Local descriptor learning loss. Deep MIMO Detection. Light-weight place recognition and loop de …
Paper Group AWR 176

Paper Group AWR 176

July 29, 2019

Abnormal Event Detection in Videos using Spatiotemporal Autoencoder. Multi-timescale memory dynamics in a reinforcement learning network with attention-gated memory. Assumed Density Filtering Q-learning. Why We Need New Evaluation Metrics for NLG. End-to-End Interpretation of the French Street Name Signs Dataset. Connecting Look and Feel: Associati …
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 180

Paper Group AWR 180

July 29, 2019

Like trainer, like bot? Inheritance of bias in algorithmic content moderation. SigNet: Convolutional Siamese Network for Writer Independent Offline Signature Verification. FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis. Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation. Learning to Compose Task-Specif …
Paper Group AWR 181

Paper Group AWR 181

July 29, 2019

Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-scale Image Retrieval. Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks. Conditional Adversarial Domain Adaptation. Stochastic Variational Video Prediction. Statistical Anomaly Detection via Composite Hypothesis Testing for Markov Models. Wh …