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Models

20,488 papers (23 classified directly here)

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Papers (including subtopics)

A Neural Model of Adaptation in Reading EMNLP 2018 A Non-Parametric Generative Model for Human Trajectories IJCAI 2018 An OpenNMT Model to Arabic Broken Plurals COLING 2018 An Operation Network for Abstractive Sentence Compression COLING 2018 A Papier-Mâché Approach to Learning 3D Surface Generation CVPR 2018 A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks ICML 2018 A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images EMNLP 2018 A Probabilistic U-Net for Segmentation of Ambiguous Images NeurIPS 2018 A Purely End-to-End System for Multi-speaker Speech Recognition ACL 2018 Are GANs Created Equal? A Large-Scale Study NeurIPS 2018 A Scalable Laplace Approximation for Neural Networks ICLR 2018 ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM Interspeech 2018 A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks NeurIPS 2018 Assessing Generative Models via Precision and Recall NeurIPS 2018 A Stochastic Decoder for Neural Machine Translation ACL 2018 A Structured Variational Autoencoder for Contextual Morphological Inflection ACL 2018 A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation EMNLP 2018 AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks CVPR 2018 A Two-Step Computation of the Exact GAN Wasserstein Distance ICML 2018 Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features Interspeech 2018 Augment and Reduce: Stochastic Inference for Large Categorical Distributions ICML 2018 Augmented Skeleton Space Transfer for Depth-Based Hand Pose Estimation CVPR 2018 A Unified Framework for the Generation of Glottal Signals in Deep Learning-based Parametric Speech Synthesis Systems Interspeech 2018 Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL 2018 Auto-Encoding Sequential Monte Carlo ICLR 2018