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Autoencoders

1095 directly classified papers

Papers per year

Papers

Neural Basis Models for Interpretability NIPS 2022
Effective Pretraining Objectives for Transformer-based Autoencoders EMNLP 2022
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ACL 2022
LDPP at the FinNLP-2022 ERAI Task: Determinantal Point Processes and Variational Auto-encoders for Identifying High-Quality Opinions from a pool of Social Media Posts EMNLP 2022
Reference-Based Speech Enhancement via Feature Alignment and Fusion Network AAAI 2022
LION: Latent Point Diffusion Models for 3D Shape Generation NIPS 2022
Semantic-Aware Auto-Encoders for Self-Supervised Representation Learning CVPR 2022
Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning AAAI 2022
Interactive Latent Knowledge Selection for E-Commerce Product Copywriting Generation ACL 2022
UNIST: Unpaired Neural Implicit Shape Translation Network CVPR 2022
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ACL 2022
SMPL-A: Modeling Person-Specific Deformable Anatomy CVPR 2022
The Magnitude and Phase based Speech Representation Learning using Autoencoder for Classifying Speech Emotions using Deep Canonical Correlation Analysis INTERSPEECH 2022
Unsupervised Identification of Materials with Hyperspectral Images AAAI 2022
Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE INTERSPEECH 2022
Fine-grained Multi-lingual Disentangled Autoencoder for Language-agnostic Representation Learning EMNLP 2022
Learning the Beauty in Songs: Neural Singing Voice Beautifier ACL 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding ACL 2022
Equivariant Priors for compressed sensing with unknown orientation ICML 2022
Learning low-dimensional generalizable natural features from retina using a U-net NIPS 2022
Introducing Variational Autoencoders to High School Students AAAI 2022
Fully Spiking Variational Autoencoder AAAI 2022
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022
Automatic Summarization for Creative Writing: BART based Pipeline Method for Generating Summary of Movie Scripts COLING 2022
Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification AAAI 2022