Semantic Segmentation

Paper Group AWR 156

Paper Group AWR 156

July 29, 2019

Familia: An Open-Source Toolkit for Industrial Topic Modeling. NegBio: a high-performance tool for negation and uncertainty detection in radiology reports. Crowdsourcing for Beyond Polarity Sentiment Analysis A Pure Emotion Lexicon. Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ. Language Identification Using Deep Convolutiona …
Paper Group AWR 158

Paper Group AWR 158

July 29, 2019

Large Kernel Matters – Improve Semantic Segmentation by Global Convolutional Network. AMIDST: a Java Toolbox for Scalable Probabilistic Machine Learning. Rethinking Atrous Convolution for Semantic Image Segmentation. Feedback-prop: Convolutional Neural Network Inference under Partial Evidence. Parsing with Traces: An $O(n^4)$ Algorithm and a Struc …
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 171

Paper Group AWR 171

July 29, 2019

Modulating early visual processing by language. Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World. Attend to You: Personalized Image Captioning with Context Sequence Memory Networks. Klout Topics for Modeling Interests and Expertise of Users Across Social Networks. Beyond Sparsity: Tree Regularization of Deep Mode …
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 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 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 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 190

Paper Group AWR 190

July 29, 2019

Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge. 3D Point Cloud Classification and Segmentation using 3D Modified Fisher Vector Representation for Convolutional Neural Networks. Language Generation with Recurrent Generative Adversarial Networks without Pre-training. Integrating Boundary and Center Correlation Filter …
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 199

Paper Group AWR 199

July 29, 2019

Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics. Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM. MegDet: A Large Mini-Batch Object Detector. Universal Dependencies to Logical Forms with Negation Scope. Clickbait Detection in Tweets Using Self-attentive Network. Visualizing and Understanding Atari Agent …
Paper Group AWR 201

Paper Group AWR 201

July 29, 2019

Deep Layer Aggregation. ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games. Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation. AOGNets: Compositional Grammatical Architectures for Deep Learning. Revisiting the Arcade Learning Environment: Evaluation Protocols …
Paper Group AWR 204

Paper Group AWR 204

July 29, 2019

Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents. Towards Real-Time Advancement of Underwater Visual Quality with GAN. PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning. Bidirectional deep-readout echo state networks. PWLS-ULTRA: An Efficient Clustering an …
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 80

Paper Group AWR 80

July 29, 2019

Supervised Saliency Map Driven Segmentation of the Lesions in Dermoscopic Images. Variational Sequential Monte Carlo. A Two-Step Disentanglement Method. Sentence Simplification with Deep Reinforcement Learning. “Parallel Training Considered Harmful?": Comparing series-parallel and parallel feedforward network training. Improved Text Language Identi …
Paper Group AWR 82

Paper Group AWR 82

July 29, 2019

Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU. Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks. Learning Word Relatedness over Time. Learning Background-Aware Correlation Filters for Visual Tracking. Dynamic Time-Aware Attention to Speake …
Paper Group AWR 86

Paper Group AWR 86

July 29, 2019

A Survey on Dialogue Systems: Recent Advances and New Frontiers. Quantifying multivariate redundancy with maximum entropy decompositions of mutual information. An Analytical Formula of Population Gradient for two-layered ReLU network and its Applications in Convergence and Critical Point Analysis. Handwritten Bangla Character Recognition Using The …
Paper Group AWR 87

Paper Group AWR 87

July 29, 2019

Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline). Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR. Random Erasing Data Augmentation. Camera Style Adaptation for Person Re-identification. Unlabeled Samples Generated by GAN Improve the Person Re-identification Basel …
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 95

Paper Group AWR 95

July 29, 2019

Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification. Prosodic Features from Large Corpora of Child-Directed Speech as Predictors of the Age of Acquisition of Words. Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation. Sequence-to-Sequence Models …
Paper Group AWR 98

Paper Group AWR 98

July 29, 2019

Nighttime sky/cloud image segmentation. Minimizing Supervision for Free-space Segmentation. Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering. Detecting and Explaining Causes From Text For a Time Series Event. Exploring text datasets by visualizing relevant words. Detecting Visual Relationships with Deep Relational …