Autoencoders

Towards Generalized Face Anti-Spoofing from a Frequency Shortcut View WACV 2025 Towards Improved Text-Aligned Codebook Learning: Multi-Hierarchical Codebook-Text Alignment with Long Text CVPR 2025 Towards Principled Evaluations of Sparse Autoencoders for Interpretability and Control ICLR 2025 Towards Sentence Level Imagined Speech Generation from EEG signals Interspeech 2025 Train One Sparse Autoencoder Across Multiple Sparsity Budgets to Preserve Interpretability and Accuracy EMNLP 2025 Type Information-Assisted Self-Supervised Knowledge Graph Denoising AISTATS 2025 Understanding Refusal in Language Models with Sparse Autoencoders EMNLP 2025 Unsupervised Denoising for Signal-Dependent and Row-Correlated Imaging Noise WACV 2025 Unsupervised Part Discovery via Descriptor-Based Masked Image Restoration with Optimized Constraints ICCV 2025 Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors ICLR 2025 Vector Representations of Vessel Trees MIDL 2025 VehicleMAE: View-asymmetry Mutual Learning for Vehicle Re-identification Pre-training via Masked AutoEncoders ICCV 2025 VidTwin: Video VAE with Decoupled Structure and Dynamics CVPR 2025 VQ-SGen: A Vector Quantized Stroke Representation for Creative Sketch Generation ICCV 2025 WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model CVPR 2025 Who Controls the Authorization? Invertible Networks for Copyright Protection in Text-to-Image Synthesis ICCV 2025 3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining ICLR 2024 ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection AAAI 2024 A Diffusion-Based Framework for Multi-Class Anomaly Detection AAAI 2024 AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error CVPR 2024 A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis AAAI 2024 A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks EMNLP 2024 A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data ICLR 2024 Attention-augmented X-vectors for the Evaluation of Mimicked Speech Using Sparse Autoencoder-LSTM framework Interspeech 2024 A Two-Stage Information Extraction Network for Incomplete Multi-View Multi-Label Classification AAAI 2024