Autoencoders

Enhancing the Adversarial Robustness via Manifold Projection AAAI 2025 Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval ICLR 2025 Exploring Semantic Masked Autoencoder for Self-supervised Point Cloud Understanding IJCAI 2025 Features that Make a Difference: Leveraging Gradients for Improved Dictionary Learning NAACL 2025 Flow-based Variational Mutual Information: Fast and Flexible Approximations ICLR 2025 Flow to the Mode: Mode-Seeking Diffusion Autoencoders for State-of-the-Art Image Tokenization ICCV 2025 From Linearity to Non-Linearity: How Masked Autoencoders Capture Spatial Correlations ICCV 2025 From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling CVPR 2025 GarFast: Realistic and Fast Garment Transfer with a Simplified Parser-Free Approach AAAI 2025 Generalized Deep Multi-view Clustering via Causal Learning with Partially Aligned Cross-view Correspondence ICCV 2025 GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors ICCV 2025 Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups EMNLP 2025 High-Quality Joint Image and Video Tokenization with Causal VAE ICLR 2025 I3D-AE-LSTM: A 2-Stream Autoencoder for Action Quality Assessment using a Newly Created Cricket Batsman Video Dataset WACV 2025 ImageFolder: Autoregressive Image Generation with Folded Tokens ICLR 2025 Improved Video VAE for Latent Video Diffusion Model CVPR 2025 Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos IJCNLP 2025 Incomplete and Unpaired Multi-View Graph Clustering with Cross-View Feature Fusion AAAI 2025 Interpretable Company Similarity with Sparse Autoencoders ACL 2025 Interpretable Generative Models through Post-hoc Concept Bottlenecks CVPR 2025 Interpretable Sparse Features for Probing Self-Supervised Speech Models IJCNLP 2025 Interpret and Control Dense Retrieval with Sparse Latent Features NAACL 2025 Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing CVPR 2025 LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion ICLR 2025 LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025