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Autoencoders

1095 directly classified papers

Papers per year

Papers

Pythae: Unifying Generative Autoencoders in Python - A Benchmarking Use Case NIPS 2022
Exploring the Latent Space of Autoencoders with Interventional Assays NIPS 2022
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder ICML 2022
CITRIS: Causal Identifiability from Temporal Intervened Sequences ICML 2022
Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization ICML 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
Supervised Dimensionality Reduction and Visualization using Centroid-Encoder JMLR 2022
SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation ICML 2022
AlignMixup: Improving Representations by Interpolating Aligned Features CVPR 2022
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation CVPR 2022
Variational Sparse Coding with Learned Thresholding ICML 2022
Glass: Geometric Latent Augmentation for Shape Spaces CVPR 2022
3D-Aware Image Synthesis via Learning Structural and Textural Representations CVPR 2022
Unsupervised Image Representation Learning with Deep Latent Particles ICML 2022
Implicit Feature Decoupling With Depthwise Quantization CVPR 2022
MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction CVPR 2022
Interactive Latent Knowledge Selection for E-Commerce Product Copywriting Generation ACL 2022
Local Latent Space Bayesian Optimization over Structured Inputs NIPS 2022
Label-Free Explainability for Unsupervised Models ICML 2022
UNIST: Unpaired Neural Implicit Shape Translation Network CVPR 2022
SMPL-A: Modeling Person-Specific Deformable Anatomy CVPR 2022
Diffusion bridges vector quantized variational autoencoders ICML 2022
Effective Pretraining Objectives for Transformer-based Autoencoders EMNLP 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding ACL 2022
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ACL 2022