Autoencoders

SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers CVPR 2024 StegFormer: Rebuilding the Glory of Autoencoder-Based Steganography AAAI 2024 SwitchTab: Switched Autoencoders Are Effective Tabular Learners AAAI 2024 Symmetric Equilibrium Learning of VAEs AISTATS 2024 Tackling Missing Modalities in Audio-Visual Representation Learning Using Masked Autoencoders Interspeech 2024 Task-Free Continual Generation and Representation Learning via Dynamic Expansionable Memory Cluster AAAI 2024 THInImg: Cross-Modal Steganography for Presenting Talking Heads in Images WACV 2024 Time Makes Space: Emergence of Place Fields in Networks Encoding Temporally Continuous Sensory Experiences NeurIPS 2024 Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation AAAI 2024 Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders AAAI 2024 Towards Croppable Implicit Neural Representations NeurIPS 2024 Transcoders find interpretable LLM feature circuits NeurIPS 2024 Transductive and Inductive Outlier Detection with Robust Autoencoders UAI 2024 Unity by Diversity: Improved Representation Learning for Multimodal VAEs NeurIPS 2024 VAEGPT-Sim: Improving Sentence Representation with Limited Corpus Using Gradually-Denoising VAE ACL 2024 VideoMAC: Video Masked Autoencoders Meet ConvNets CVPR 2024 Visual Redundancy Removal for Composite Images: A Benchmark Dataset and a Multi-Visual-Effects Driven Incremental Method AAAI 2024 VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE ICLR 2024 VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization NeurIPS 2024 WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space ICLR 2024 3D Neural Field Generation Using Triplane Diffusion CVPR 2023 AdaNIC: Towards Practical Neural Image Compression via Dynamic Transform Routing ICCV 2023 A decoder suffices for query-adaptive variational inference UAI 2023 Adversarial robustness of VAEs through the lens of local geometry AISTATS 2023 Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics JMLR 2023