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Models

16,617 papers (23 classified directly here)

Subtopics

Generative Models (7,221) Diffusion Models (4,421) Large Language Models (2,733) Variational Inference (1,952) Language Models (732) Vision-Language Models (718) Foundation Models (278) Language Modeling (77) Sequence-to-Sequence (16) Variational Autoencoders (10) Neural Radiance Fields (9) Variational Autoencoder (8)

Papers per year

2
20
62
1007
4276
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Papers (including subtopics)

Automatic Spelling Correction for Resource-Scarce Languages using Deep Learning ACL 2018
Variational Inference and Deep Generative Models ACL 2018
Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR ACL 2018
Ling@CASS Solution to the NLP-TEA CGED Shared Task 2018 ACL 2018
Learning to Automatically Generate Fill-In-The-Blank Quizzes ACL 2018
Quantum-Inspired Complex Word Embedding ACL 2018
A Hybrid Learning Scheme for Chinese Word Embedding ACL 2018
Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization ACL 2018
RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets ACML 2018
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach ACML 2018
Batch Normalized Deep Boltzmann Machines ACML 2018
Cartoon-to-Photo Facial Translation with Generative Adversarial Networks ACML 2018
Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and k-means AISTATS 2018
On the challenges of learning with inference networks on sparse, high-dimensional data AISTATS 2018
Sum-Product-Quotient Networks AISTATS 2018
Few-shot Generative Modelling with Generative Matching Networks AISTATS 2018
Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition AISTATS 2018
Variational Inference based on Robust Divergences AISTATS 2018
Variational Rejection Sampling AISTATS 2018
Variational Sequential Monte Carlo AISTATS 2018
Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models AISTATS 2018
Learning to Round for Discrete Labeling Problems AISTATS 2018
Semi-Supervised Prediction-Constrained Topic Models AISTATS 2018
VAE with a VampPrior AISTATS 2018
Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models AISTATS 2018