Video Retrieval

Paper Group AWR 40

February 2, 2020

Probing Natural Language Inference Models through Semantic Fragments. Facet-Aware Evaluation for Extractive Text Summarization. SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards. Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction. Practical Lossless Compression with Latent Variables using Bits Back C …

Paper Group AWR 216

February 1, 2020

Indices Matter: Learning to Index for Deep Image Matting. Collaborative Policy Learning for Open Knowledge Graph Reasoning. Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network. Cross-X Learning for Fine-Grained Visual Categorization. ZEN: Pre-training Chinese Text Encoder Enhanced by N …

Paper Group AWR 261

February 1, 2020

A Survey on Document-level Machine Translation: Methods and Evaluation. Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks. Exploiting BERT for End-to-End Aspect-based Sentiment Analysis. Model Development Process. Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy. Semantically Tied Pa …

Paper Group AWR 262

February 1, 2020

Image search using multilingual texts: a cross-modal learning approach between image and text. Show, Translate and Tell. Phonetically-Oriented Word Error Alignment for Speech Recognition Error Analysis in Speech Translation. The Convex Information Bottleneck Lagrangian. Counterfactual Story Reasoning and Generation. Improving Neural Story Generatio …

Paper Group AWR 94

February 1, 2020

Unified Language Model Pre-training for Natural Language Understanding and Generation. Balanced Crossover Operators in Genetic Algorithms. End-to-End Learning of Visual Representations from Uncurated Instructional Videos. Nonlinear Markov Random Fields Learned via Backpropagation. A Delay Metric for Video Object Detection: What Average Precision Fa …

Paper Group ANR 137

January 31, 2020

BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle. Fully Convolutional Deep Network Architectures for Automatic Short Glass Fiber Semantic Segmentation from CT scans. Understanding Sparse JL for Feature Hashing. Image Detection and Digit Recognition to solve Sudoku as a Constraint Satisfac …

Paper Group AWR 372

January 31, 2020

DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder Convolutional Neural Networks for Pulmonary Nodule Detection. TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning. Deep Coordination Graphs. Controllable Artistic Text Style Transfer via Shape-Matching GAN. Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-A …

Paper Group ANR 1023

January 28, 2020

Transcriptional Response of SK-N-AS Cells to Methamidophos. Signal propagation in continuous approximations of binary neural networks. Transformer-based Acoustic Modeling for Hybrid Speech Recognition. A Proposal-based Approach for Activity Image-to-Video Retrieval. Hindi Visual Genome: A Dataset for Multimodal English-to-Hindi Machine Translation. …

Paper Group ANR 825

January 28, 2020

Query by Semantic Sketch. Audio-Visual Embedding for Cross-Modal MusicVideo Retrieval through Supervised Deep CCA. On measuring the iconicity of a face. Do Compressed Representations Generalize Better?. DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. Quantifying and Correlating Rhythm Formants in Speech. Adaptive, Distri …

Paper Group ANR 1083

January 27, 2020

Learning to Generalize from Sparse and Underspecified Rewards. Malware Detection Using Dynamic Birthmarks. Deep Learning Algorithms to Isolate and Quantify the Structures of the Anterior Segment in Optical Coherence Tomography Images. Teaching deep neural networks to localize sources in super-resolution microscopy by combining simulation-based lear …

Paper Group ANR 1113

January 27, 2020

On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning. HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map Forecasting. FfDL : A Flexible Multi-tenant Deep Learning Platform. Attention Based Neural Architecture for Rumor Detection with Author Context Awareness. Learning Mi …

Paper Group ANR 1157

January 27, 2020

One-Way Prototypical Networks. A Weakly Supervised Method for Instance Segmentation of Biological Cells. Learning Radiative Transfer Models for Climate Change Applications in Imaging Spectroscopy. Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems. The Trustworthy Pal: Controlling the False Discovery R …

Paper Group ANR 1158

January 27, 2020

Data augmentation for low resource sentiment analysis using generative adversarial networks. The excluded area of two-dimensional hard particles. Efficient video indexing for monitoring disease activity and progression in the upper gastrointestinal tract. TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing. Cross-Lingual S …

Paper Group ANR 1315

January 27, 2020

Towards Geocoding Spatial Expressions. A Novel Approach for Robust Multi Human Action Detection and Recognition based on 3-Dimentional Convolutional Neural Networks. TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition. Exploration of Neural Machine Translation in Autoformalization of Mathematics in Mizar. Influen …

Paper Group ANR 1330

January 27, 2020

Unsupervised Data Uncertainty Learning in Visual Retrieval Systems. Shape Detection of Liver From 2D Ultrasound Images. Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection. Discrete Optimal Graph Clustering. Distribution Calibration for Regression. Computer-aided Detection of Squamous Carcinoma of the Cervix in Whole Slide …

Paper Group NANR 30

January 25, 2020

Inverse Discriminative Networks for Handwritten Signature Verification. Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019). An Efficient Solution to the Homography-Based Relative Pose Problem With a Common Reference Direction. The effectiveness of layer-by-layer training using the information bottleneck pr …

Paper Group NANR 182

January 24, 2020

A Model Cortical Network for Spatiotemporal Sequence Learning and Prediction. Parsing Meaning Representations: Is Easier Always Better?. Adversarial Exploration Strategy for Self-Supervised Imitation Learning. Agile Depth Sensing Using Triangulation Light Curtains. CGNF: Conditional Graph Neural Fields. Rethinking learning rate schedules for stocha …

Paper Group NANR 185

January 24, 2020

The University of Helsinki Submission to the WMT19 Parallel Corpus Filtering Task. SAPD：Soft Anchor-Point Detector. Latent semantic network induction in the context of linked example senses. Demo Application for LETO: Learning Engine Through Ontologies. Human-Guided Column Networks: Augmenting Deep Learning with Advice. Deli-Fisher GAN: Stable and …