Autoencoders

Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio Interspeech 2025 Orchid: Image Latent Diffusion for Joint Appearance and Geometry Generation ICCV 2025 PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance ICLR 2025 Point Cloud Self-supervised Learning via 3D to Multi-view Masked Learner ICCV 2025 "Principal Components" Enable A New Language of Images ICCV 2025 PUMPS: Skeleton-Agnostic Point-based Universal Motion Pre-Training for Synthesis in Human Motion Tasks ICCV 2025 Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds CVPR 2025 REDUCIO! Generating 1K Video within 16 Seconds using Extremely Compressed Motion Latents ICCV 2025 Representing 3D Shapes with 64 Latent Vectors for 3D Diffusion Models ICCV 2025 Restructuring Vector Quantization with the Rotation Trick ICLR 2025 Revisiting Deep Archetypal Analysis for Phenotype Discovery in High Content Imaging WACV 2025 Revisiting MAE Pre-training for 3D Medical Image Segmentation CVPR 2025 RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation Learning AAAI 2025 Robust Image Hashing Based on Contrastive Masked Autoencoder with Weak-Strong Augmentation Alignment AAAI 2025 S2D-LFE: Sparse-to-Dense Light Field Event Generation CVPR 2025 S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling ACL 2025 SAEs Are Good for Steering – If You Select the Right Features EMNLP 2025 Sat2City: 3D City Generation from A Single Satellite Image with Cascaded Latent Diffusion ICCV 2025 SCCS: Deep Neural Spectral Clustering for Self-Supervised Subcellular Structure Segmentation AAAI 2025 Scene Graph-Grounded Image Generation AAAI 2025 SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning ICCV 2025 SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders EMNLP 2025 Shared-AE: Automatic Identification of Shared Subspaces in High-dimensional Neural and Behavioral Activity ICLR 2025 SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets ICCV 2025 Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings AISTATS 2025