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Autoencoders

1095 directly classified papers

Papers per year

Papers

SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer CVPR 2025
To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation AAAI 2025
BeautyBank: Encoding Facial Makeup in Latent Space WACV 2025
Towards Improved Text-Aligned Codebook Learning: Multi-Hierarchical Codebook-Text Alignment with Long Text CVPR 2025
CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label Learning AAAI 2025
RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation Learning AAAI 2025
Scene Graph-Grounded Image Generation AAAI 2025
SSC-VAE: Structured Sparse Coding Based Variational Autoencoder for Detail Preserved Image Reconstruction AAAI 2025
TCAM-Diff: Triplane-Aware Cross-Attention Medical Diffusion Model AAAI 2025
Characterizing Mamba’s Selective Memory using Auto-Encoders IJCNLP 2025
Neural Compression for 3D Geometry Sets ICCV 2025
Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds CVPR 2025
Speech Watermarking with Discrete Intermediate Representations AAAI 2025
CtrlShift: Steering Language Models for Dense Quotation Retrieval with Dynamic Prompts IJCNLP 2025
VidTwin: Video VAE with Decoupled Structure and Dynamics CVPR 2025
Beyond Input Activations: Identifying Influential Latents by Gradient Sparse Autoencoders EMNLP 2025
Teacher-guided Edge Discriminator for Personalized Graph Masked Autoencoder AAAI 2025
Decoding Dense Embeddings: Sparse Autoencoders for Interpreting and Discretizing Dense Retrieval EMNLP 2025
Inferring Iterated Function Systems Approximately from Fractal Images IJCAI 2024
From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas IJCAI 2024
Transcoders find interpretable LLM feature circuits NIPS 2024
Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less NAACL 2024
A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis AAAI 2024
Opinion Unaware Image Quality Assessment via Adversarial Convolutional Variational Autoencoder WACV 2024
CV-VAE: A Compatible Video VAE for Latent Generative Video Models NIPS 2024