Autoencoders

Efficient MAE Towards Large-Scale Vision Transformers WACV 2024 Empirical Prior for Text Autoencoders EMNLP 2024 EnColor: Improving Visual Accessibility with a Deep Encoder-Decoder Image Corrector for Color Vision Deficient Individuals AAAI 2024 Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder ACL 2024 Enhancing Evolving Domain Generalization through Dynamic Latent Representations AAAI 2024 Enhancing Speech and Music Discrimination Through the Integration of Static and Dynamic Features Interspeech 2024 Estimating Ego-Body Pose from Doubly Sparse Egocentric Video Data NeurIPS 2024 Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing Interspeech 2024 Exploiting Wavelet Scattering Transform for an Unsupervised Speaker Diarization in Deep Neural Network Framework Interspeech 2024 Exploring Target Representations for Masked Autoencoders ICLR 2024 Extending Video Masked Autoencoders to 128 frames NeurIPS 2024 Extraction of interpretable and shared speaker-specific speech attributes through binary auto-encoder Interspeech 2024 Fast and unified path gradient estimators for normalizing flows ICLR 2024 Finite Scalar Quantization: VQ-VAE Made Simple ICLR 2024 Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM NeurIPS 2024 Flow-Event Autoencoder: Event Stream Object Recognition Dataset Generation with Arbitrary High Temporal Resolution AAAI 2024 FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders CVPR 2024 FreqMark: Invisible Image Watermarking via Frequency Based Optimization in Latent Space NeurIPS 2024 From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas IJCAI 2024 Full-Atom Peptide Design with Geometric Latent Diffusion NeurIPS 2024 Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products NeurIPS 2024 GAMC: An Unsupervised Method for Fake News Detection Using Graph Autoencoder with Masking AAAI 2024 Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2 EMNLP 2024 Generative Human Motion Stylization in Latent Space ICLR 2024 GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction NeurIPS 2024