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Autoencoders

1095 directly classified papers

Papers per year

Papers

SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder CVPR 2024
Learning Low-Rank Latent Spaces With Simple Deterministic Autoencoder: Theoretical and Empirical Insights WACV 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models NIPS 2024
PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders NIPS 2024
DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM NIPS 2024
Extraction of interpretable and shared speaker-specific speech attributes through binary auto-encoder INTERSPEECH 2024
Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less SEMEVAL 2024
Design2Cloth: 3D Cloth Generation from 2D Masks CVPR 2024
Poisson Variational Autoencoder NIPS 2024
Tackling Missing Modalities in Audio-Visual Representation Learning Using Masked Autoencoders INTERSPEECH 2024
THInImg: Cross-Modal Steganography for Presenting Talking Heads in Images WACV 2024
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing INTERSPEECH 2024
Unity by Diversity: Improved Representation Learning for Multimodal VAEs NIPS 2024
Deep Embedding Clustering Driven by Sample Stability IJCAI 2024
Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding CVPR 2024
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors CVPR 2024
Controlled Transformation of Text-Attributed Graphs EMNLP 2024
High-dimensional Asymptotics of Denoising Autoencoders NIPS 2023
Globally Consistent Federated Graph Autoencoder for Non-IID Graphs IJCAI 2023
Canonical normalizing flows for manifold learning NIPS 2023
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023
DegAE: A New Pretraining Paradigm for Low-Level Vision CVPR 2023
ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification ACL 2023
Improving Visual Representation Learning Through Perceptual Understanding CVPR 2023
Mixed Autoencoder for Self-Supervised Visual Representation Learning CVPR 2023