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Autoencoders
1095 directly classified papers
Papers per year
2006: 1
2008: 2
2009: 1
2010: 1
2011: 4
2012: 6
2013: 12
2014: 10
2015: 10
2016: 19
2017: 35
2018: 69
2019: 129
2020: 125
2021: 122
2022: 128
2023: 129
2024: 124
2025: 133
2026: 35
Papers
Modeling Rapid Contextual Learning in the Visual Cortex with Fast-Weight Deep Autoencoder Networks
AAAI 2026
Point-SRA: Self-Representation Alignment for 3D Representation Learning
AAAI 2026
Disentangle and Regularize: Sign Language Production with Articulator-Based Disentanglement and Channel-Aware Regularization
WACV 2026
Disturbance-based Discretization, Differentiable IDS Channel, and an IDS-Correcting Code for DNA-based Storage
AAAI 2026
Latent Knowledge-Guided Video Diffusion for Scientific Phenomena Generation from a Single Initial Frame
AAAI 2026
X-MoGen: Unified Motion Generation Across Humans and Animals
AAAI 2026
MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data
WACV 2026
Feature-Disentangling RGB-NIR Fusion Network for Remote Driver Physiological Measurement
WACV 2026
Correcting Quantization-Induced Gradient Mismatch in Neural Image Compression
AAAI 2026
CoGenSAM: Codebook-Interactive Generative Labeling for Adapting SAM to Crack Segmentation
AAAI 2026
RealNet: Efficient and Unsupervised Detection of AI-Generated Images via Real-Only Representation Learning
AAAI 2026
TIDE: Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation
AAAI 2026
Splats in Splats: Robust and Effective 3D Steganography Towards Gaussian Splatting
AAAI 2026
EarthCrafter: Scalable 3D Earth Generation via Dual-Sparse Latent Diffusion
AAAI 2026
RobustFormer: Noise-Robust Pre-training for Images and Videos
WACV 2026
ProtoGMVAE: A Variational Auto-Encoder with True Gaussian Mixture Prior for Prototypical-based Self-Explainability
WACV 2026
Pyramidal Spectrum: Frequency-based Hierarchically Vector Quantized VAE for Videos
WACV 2026
Discrete Facial Encoding: A Framework for Data-driven Facial Display Discovery
WACV 2026
Test-Time Adaptation through Semantically-guided Feature Decomposition for Few-shot Chest X-ray Diagnosis
WACV 2026
Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story
EACL 2026
DiLO: Disentangled Latent Optimization for Learning Shape and Deformation in Grouped Deforming 3D Objects
AAAI 2026
VAEVQ: Enhancing Discrete Visual Tokenization Through Variational Modeling
AAAI 2026
Graph VQ-Transformer (GVT): Fast and Accurate Molecular Generation via High-Fidelity Discrete Latents
AAAI 2026
Feature Integration Spaces: Joint Training Reveals Dual Encoding in Neural Network Representations
AAAI 2026
RcAE: Recursive Reconstruction Framework for Unsupervised Industrial Anomaly Detection
AAAI 2026
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