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Autoencoders

1,154 papers

Papers per year

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Papers

Image Neural Field Diffusion Models CVPR 2024
CrossMAE: Cross-Modality Masked Autoencoders for Region-Aware Audio-Visual Pre-Training CVPR 2024
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error CVPR 2024
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers CVPR 2024
A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks EMNLP 2024
Empirical Prior for Text Autoencoders EMNLP 2024
Controlled Transformation of Text-Attributed Graphs EMNLP 2024
Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2 EMNLP 2024
Deep Embedding Clustering Driven by Sample Stability IJCAI 2024
From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas IJCAI 2024
Inferring Iterated Function Systems Approximately from Fractal Images IJCAI 2024
Exploiting Wavelet Scattering Transform for an Unsupervised Speaker Diarization in Deep Neural Network Framework INTERSPEECH 2024
Scaling up masked audio encoder learning for general audio classification INTERSPEECH 2024
PARAN: Variational Autoencoder-based End-to-End Articulation-to-Speech System for Speech Intelligibility INTERSPEECH 2024
Extraction of interpretable and shared speaker-specific speech attributes through binary auto-encoder INTERSPEECH 2024
Attention-augmented X-vectors for the Evaluation of Mimicked Speech Using Sparse Autoencoder-LSTM framework INTERSPEECH 2024
Enhancing Speech and Music Discrimination Through the Integration of Static and Dynamic Features INTERSPEECH 2024
Tackling Missing Modalities in Audio-Visual Representation Learning Using Masked Autoencoders INTERSPEECH 2024
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing INTERSPEECH 2024
Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement INTERSPEECH 2024
Representation Learning via Manifold Flattening and Reconstruction JMLR 2024
Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less NAACL 2024
Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less SEMEVAL 2024
Learning Low-Rank Latent Spaces With Simple Deterministic Autoencoder: Theoretical and Empirical Insights WACV 2024
Efficient MAE Towards Large-Scale Vision Transformers WACV 2024