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Generative Models

6381 directly classified papers

Papers per year

Papers

Improving Image Captioning with Conditional Generative Adversarial Nets AAAI 2019
Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning AAAI 2019
WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019
The Level Weighted Structural Similarity Loss: A Step Away from MSE AAAI 2019
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons AAAI 2019
Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification AAAI 2019
Document Informed Neural Autoregressive Topic Models with Distributional Prior AAAI 2019
Insufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation AAAI 2019
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling AAAI 2019
3D Volumetric Modeling with Introspective Neural Networks AAAI 2019
A Layer-Based Sequential Framework for Scene Generation with GANs AAAI 2019
Spatial Mixture Models with Learnable Deep Priors for Perceptual Grouping AAAI 2019
Improving GAN with Neighbors Embedding and Gradient Matching AAAI 2019
An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss AAAI 2019
Multi-Channel Speech Enhancement Using Time-Domain Convolutional Denoising Autoencoder INTERSPEECH 2019
Predicting Humor by Learning from Time-Aligned Comments INTERSPEECH 2019
Speech Enhancement Using Forked Generative Adversarial Networks with Spectral Subtraction INTERSPEECH 2019
Speech Audio Super-Resolution for Speech Recognition INTERSPEECH 2019
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization ACL 2019
Syntax-Infused Variational Autoencoder for Text Generation ACL 2019
Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models ACL 2019
Open Domain Event Extraction Using Neural Latent Variable Models ACL 2019
Energy and Policy Considerations for Deep Learning in NLP ACL 2019
Learning to Abstract for Memory-augmented Conversational Response Generation ACL 2019
Towards a Better Understanding and Regularization of GAN Training Dynamics UAI 2019