Temporal Action Localization

Paper Group AWR 10

Paper Group AWR 10

July 30, 2019

Reflection Separation Using Guided Annotation. S$^3$FD: Single Shot Scale-invariant Face Detector. UntrimmedNets for Weakly Supervised Action Recognition and Detection. Classical Structured Prediction Losses for Sequence to Sequence Learning. Learning to diagnose from scratch by exploiting dependencies among labels. Image Quality Assessment Guided …
Paper Group AWR 11

Paper Group AWR 11

July 30, 2019

Shakespearizing Modern Language Using Copy-Enriched Sequence-to-Sequence Models. Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step. Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks. End-to-End Task-Completion Neural Dialogue Systems. Domain Adaptation by Using Causal Inference to Predict Inva …
Paper Group AWR 14

Paper Group AWR 14

July 30, 2019

Evaluating Robustness of Neural Networks with Mixed Integer Programming. Deep Alignment Network: A convolutional neural network for robust face alignment. A Review on Deep Learning Techniques Applied to Semantic Segmentation. Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks. Deep Residual …
Paper Group AWR 19

Paper Group AWR 19

July 30, 2019

DeepCorrect: Correcting DNN models against Image Distortions. TensorLayer: A Versatile Library for Efficient Deep Learning Development. First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations. PixColor: Pixel Recursive Colorization. Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth. H …
Paper Group AWR 20

Paper Group AWR 20

July 30, 2019

Burst Denoising with Kernel Prediction Networks. Deep Functional Maps: Structured Prediction for Dense Shape Correspondence. Encoding of phonology in a recurrent neural model of grounded speech. How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks). An Introduction to Deep Learning for the Ph …
Paper Group AWR 30

Paper Group AWR 30

July 30, 2019

Cross-linguistic differences and similarities in image descriptions. HotFlip: White-Box Adversarial Examples for Text Classification. SMILES2Vec: An Interpretable General-Purpose Deep Neural Network for Predicting Chemical Properties. Sharp Minima Can Generalize For Deep Nets. Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learnin …
Paper Group AWR 34

Paper Group AWR 34

July 30, 2019

Towards Reverse-Engineering Black-Box Neural Networks. Multiple Source Domain Adaptation with Adversarial Training of Neural Networks. A deep generative model for gene expression profiles from single-cell RNA sequencing. MAG: A Multilingual, Knowledge-base Agnostic and Deterministic Entity Linking Approach. PACRR: A Position-Aware Neural IR Model f …
Paper Group AWR 40

Paper Group AWR 40

July 30, 2019

CNN Fixations: An unraveling approach to visualize the discriminative image regions. Measurement Context Extraction from Text: Discovering Opportunities and Gaps in Earth Science. An Equivalence of Fully Connected Layer and Convolutional Layer. TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition. Deep Extreme …
Paper Group AWR 55

Paper Group AWR 55

July 30, 2019

Skill2vec: Machine Learning Approach for Determining the Relevant Skills from Job Description. Neural 3D Mesh Renderer. Visual Interaction Networks. DeepDSL: A Compilation-based Domain-Specific Language for Deep Learning. Valid Inference Corrected for Outlier Removal. Word Embeddings via Tensor Factorization. Efficient variational Bayesian neural n …
Paper Group AWR 61

Paper Group AWR 61

July 30, 2019

Online Spatial Concept and Lexical Acquisition with Simultaneous Localization and Mapping. Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize. Training a Subsampling Mechanism in Expectation. Deep Active Learning for Named Entity Recognition. Appearance-and-Relation Networks …
Paper Group AWR 64

Paper Group AWR 64

July 30, 2019

Hello Edge: Keyword Spotting on Microcontrollers. DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples. Count-ception: Counting by Fully Convolutional Redundant Counting. Human Pose Regression by Combining Indirect Part Detection and Contextual Information. Cross-Language Learning for Program Classification using …
Paper Group AWR 65

Paper Group AWR 65

July 30, 2019

Mixed Precision Training. Hidden Two-Stream Convolutional Networks for Action Recognition. Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations. Stacked Thompson Bandits. Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks. Order-Planning Neural Text Generation From Structured Data. VIDOS …
Paper Group ANR 120

Paper Group ANR 120

July 29, 2019

Principled Hybrids of Generative and Discriminative Domain Adaptation. A Labelling Framework for Probabilistic Argumentation. Prototypal Analysis and Prototypal Regression. Target-Quality Image Compression with Recurrent, Convolutional Neural Networks. A new image compression by gradient Haar wavelet. Foundations for a Probabilistic Event Calculus. …
Paper Group ANR 122

Paper Group ANR 122

July 29, 2019

Support Spinor Machine. Learning to Learn from Noisy Web Videos. Checkpoint Ensembles: Ensemble Methods from a Single Training Process. Towards Instance Segmentation with Object Priority: Prominent Object Detection and Recognition. Benchmarking Decoupled Neural Interfaces with Synthetic Gradients. Document Image Binarization with Fully Convolutiona …
Paper Group ANR 135

Paper Group ANR 135

July 29, 2019

On the regularization of Wasserstein GANs. A representer theorem for deep kernel learning. Resilience: A Criterion for Learning in the Presence of Arbitrary Outliers. Robust Decentralized Learning Using ADMM with Unreliable Agents. Learning to Refine Object Contours with a Top-Down Fully Convolutional Encoder-Decoder Network. EVE: Explainable Vecto …
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 146

Paper Group ANR 146

July 29, 2019

Bio-Inspired Multi-Layer Spiking Neural Network Extracts Discriminative Features from Speech Signals. EZLearn: Exploiting Organic Supervision in Large-Scale Data Annotation. Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy. Greedy Structure Learning of Hierarchical Compositional Models. Technical Report: …
Paper Group ANR 149

Paper Group ANR 149

July 29, 2019

Goal-Driven Query Answering for Existential Rules with Equality. Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition. Scaling Active Search using Linear Similarity Functions. Simple Methods for Scanner Drift Normalization Validated for Automatic Segmentation of Knee Magnetic Resonance Imaging - with data from the Ost …
Paper Group ANR 151

Paper Group ANR 151

July 29, 2019

Signal reconstruction via operator guiding. Bayesian Additive Adaptive Basis Tensor Product Models for Modeling High Dimensional Surfaces: An application to high-throughput toxicity testing. Unsupervised Domain Adaptation with Similarity Learning. External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study …
Paper Group ANR 153

Paper Group ANR 153

July 29, 2019

A Statistical Approach to Increase Classification Accuracy in Supervised Learning Algorithms. EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks. Sparse Deep Nonnegative Matrix Factorization. Combinational neural network using Gabor filters for the classification of handwritten digits. Generate Identity-Preserving Face …
Paper Group ANR 160

Paper Group ANR 160

July 29, 2019

DeepConfig: Automating Data Center Network Topologies Management with Machine Learning. On Improving the Capacity of Solving Large-scale Wireless Network Design Problems by Genetic Algorithms. Deep Stacking Networks for Low-Resource Chinese Word Segmentation with Transfer Learning. Variable Annealing Length and Parallelism in Simulated Annealing. A …
Paper Group ANR 22

Paper Group ANR 22

July 29, 2019

GAR: An efficient and scalable Graph-based Activity Regularization for semi-supervised learning. Effective Inference for Generative Neural Parsing. Batch-Expansion Training: An Efficient Optimization Framework. LOOP Descriptor: Local Optimal Oriented Pattern. Separating Reflection and Transmission Images in the Wild. Task-specific Word Identificati …
Paper Group ANR 30

Paper Group ANR 30

July 29, 2019

A Face Fairness Framework for 3D Meshes. Tunable GMM Kernels. A Foundry of Human Activities and Infrastructures. Computational Techniques in Multispectral Image Processing: Application to the Syriac Galen Palimpsest. Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding. Parallel Multi Channel Convolution using Gen …
Paper Group ANR 33

Paper Group ANR 33

July 29, 2019

Case Study: Explaining Diabetic Retinopathy Detection Deep CNNs via Integrated Gradients. TIP: Typifying the Interpretability of Procedures. Facial Affect Estimation in the Wild Using Deep Residual and Convolutional Networks. Backpropagation in matrix notation. Eye-Movement behavior identification for AD diagnosis. A Nested Attention Neural Hybrid …
Paper Group ANR 40

Paper Group ANR 40

July 29, 2019

Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning. “RAPID” Regions-of-Interest Detection In Big Histopathological Images. Extreme Low Resolution Activity Recognition with Multi-Siamese Embedding Learning. Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video. Sequential de …
Paper Group ANR 41

Paper Group ANR 41

July 29, 2019

Clustering Small Samples with Quality Guarantees: Adaptivity with One2all pps. Contemporary machine learning: a guide for practitioners in the physical sciences. Context-Aware Semantic Inpainting. A Digital Fuzzy Edge Detector for Color Images. UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model. Pa …
Paper Group ANR 46

Paper Group ANR 46

July 29, 2019

Investigating the feature collection for semantic segmentation via single skip connection. Learning Policies for Adaptive Tracking with Deep Feature Cascades. Patchnet: Interpretable Neural Networks for Image Classification. Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees. Bridging the Gap …
Paper Group ANR 52

Paper Group ANR 52

July 29, 2019

A Security Monitoring Framework For Virtualization Based HEP Infrastructures. Speech Recognition Challenge in the Wild: Arabic MGB-3. An Edge Driven Wavelet Frame Model for Image Restoration. Simultaneous Detection and Quantification of Retinal Fluid with Deep Learning. Gradient-enhanced kriging for high-dimensional problems. Multiple Context-Free …