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Variational Inference

1946 directly classified papers

Papers per year

Papers

VAE-based Phoneme Alignment Using Gradient Annealing and SSL Acoustic Features INTERSPEECH 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models NIPS 2024
Poisson Variational Autoencoder NIPS 2024
Unity by Diversity: Improved Representation Learning for Multimodal VAEs NIPS 2024
Mutual Information Estimation via Normalizing Flows NIPS 2024
On Calibration of Speech Classification Models: Insights from Energy-Based Model Investigations INTERSPEECH 2024
Deep Hierarchical Video Compression AAAI 2024
TreeVI: Reparameterizable Tree-structured Variational Inference for Instance-level Correlation Capturing NIPS 2024
ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model NIPS 2024
Linear Convergence of Black-Box Variational Inference: Should We Stick the Landing? AISTATS 2024
Task-Free Continual Generation and Representation Learning via Dynamic Expansionable Memory Cluster AAAI 2024
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits NIPS 2024
Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders EACL 2024
Joint control variate for faster black-box variational inference AISTATS 2024
eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling NIPS 2024
Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow AAAI 2024
FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning NIPS 2024
Learning Sparse Codes with Entropy-Based ELBOs AISTATS 2024
Accelerating Relative Entropy Coding with Space Partitioning NIPS 2024
Generative Marginalization Models ICML 2024
CV-VAE: A Compatible Video VAE for Latent Generative Video Models NIPS 2024
Document Hashing with Multi-Grained Prototype-Induced Hierarchical Generative Model EMNLP 2024
LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search NSDI 2024
Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation NIPS 2024
Few-Shot Task Learning through Inverse Generative Modeling NIPS 2024