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04/2018

  • Self-Organization and Artificial Life: A Review. 2018. arxiv
  • Feedback GAN (FBGAN) for DNA: a Novel Feedback-Loop Architecture for Optimizing Protein Functions. 2018. arxiv
  • An End-to-end Neural Natural Language Interface for Databases. 2018. arxiv
  • DeSIGN: Design Inspiration from Generative Networks. 2018. arxiv
  • End-to-End Learning of Motion Representation for Video Understanding. 2018. arxiv
  • YOLOv3: An Incremental Improvement, 2018. arxiv
  • Capsules for Object Segmentation , 2018.arxiv
  • Spherical CNNs, 2018.arxiv
  • Training a Ranking Function for Open-Domain Question Answering , 2018.arxiv
  • Word2Vec applied to Recommendation: Hyperparameters Matter , 2018.arxiv
  • The Sound of Pixels,2018. arxiv
  • Imagine This! Scripts to Compositions to Videos, 2018. arxiv
  • Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition, 2018. arxiv
  • Data2Vis: Automatic Generation of Data Visualizations Using Sequence-to-Sequence Recurrent Neural Networks, 2018. arxiv
  • HandyNet: A One-stop Solution to Detect, Segment, Localize & Analyze Driver Hands. 2018, [arxiv]
  • Generalized Random Forests. 2018, [arxiv]
  • Unsupervised Natural Language Generation with Denoising Autoencoders. 2018, [arxiv]
  • Matching Fingerphotos to Slap Fingerprint Images. 2018, [arxiv]
  • BrainSlug: Transparent Acceleration of Deep Learning Through Depth-First Parallelism. 2018, [arxiv]
  • Autotune: A Derivative-free Optimization Framework for Hyperparameter Tuning. 2018, [arxiv]
  • Neural Response Generation with Dynamic Vocabularies. 2018, [arxiv]
  • CactusNets: Layer Applicability as a Metric for Transfer Learning. 2018, [arxiv]
  • A neural interlingua for multilingual machine translation. 2018, [arxiv]
  • VLocNet++: Deep Multitask Learning for Semantic Visual Localization and Odometry. 2018, [arxiv]
  • Event Extraction with Generative Adversarial Imitation Learning. 2018, [arxiv]
  • Taskonomy: Disentangling Task Transfer Learning. 2018, [arxiv]
  • Pelee: A Real-Time Object Detection System on Mobile Devices. 2018, [arxiv]
  • Deep Triplet Ranking Networks for One-Shot Recognition. 2018, [arxiv]
  • Deep Face Recognition: A Survey. 2018, [arxiv]
  • A Study on Overfitting in Deep Reinforcement Learning. 2018, [arxiv]
  • Unveiling the Power of Deep Tracking. 2018, [arxiv]
  • SFace: An Efficient Network for Face Detection in Large Scale Variations. 2018, [arxiv]
  • To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression. 2018, [arxiv]
  • MobileFaceNets: Efficient CNNs for Accurate Real-time Face Verification on Mobile Devices. 2018, [arxiv]
  • Now you see me: evaluating performance in long-term visual tracking. 2018, [arxiv]
  • Unspeech: Unsupervised Speech Context Embeddings. 2018, [arxiv]
  • Alquist: The Alexa Prize Socialbot. 2018, [arxiv]
  • PHD-GIFs: Personalized Highlight Detection for Automatic GIF Creation. 2018, [arxiv]
  • Video based Contextual Question Answering. 2018, [arxiv]
  • Generating Music using an LSTM Network. 2018, [arxiv]
  • Socially Guided Intrinsic Motivation for Robot Learning of Motor Skills. 2018, [arxiv]
  • Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization. 2018, [arxiv]
  • Sentences with Gapping: Parsing and Reconstructing Elided Predicates. 2018, [arxiv]
  • Phrase-Based & Neural Unsupervised Machine Translation. 2018, [arxiv]
  • Deep Probabilistic Programming Languages: A Qualitative Study. 2018, [arxiv]

30-01

  • The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation, 2018. [arxiv]
  • Factors Influencing the Surprising Instability of Word Embeddings, 2018. [arxiv]
  • Surveillance Face Recognition Challenge, 2018. [arxiv]
  • Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models, 2018. [arxiv] [code]
  • A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications, 2018. [arxiv]
  • Pay Attention to Virality: understanding popularity of social media videos with the attention mechanism, 2018. [arxiv]
  • Automatic Cropping Fingermarks: Latent Fingerprint Segmentation, 2018. [arxiv]
  • Improving Native Ads CTR Prediction by Large Scale Event Embedding and Recurrent Networks, 2018. [arxiv]
  • Sim-to-Real: Learning Agile Locomotion For Quadruped Robots, 2018. [arxiv]
  • dhSegment: A generic deep-learning approach for document segmentation, 2018. [arxiv]
  • Deep Complex Networks, 2018. [arxiv]
  • Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation,2018. [arxiv]
  • The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring, 2018. [arxiv]
  • Who Let The Dogs Out? Modeling Dog Behavior From Visual Data, 2018. [arxiv]
  • Multi-objective Architecture Search for CNNs, 2018. [arxiv]
  • Integrating Local Context and Global Cohesiveness for Open Information Extraction. 2018. [arxiv]