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Disentanglement

This is an approach to solve a diverse set of tasks in a data efficient manner by disentangling (or isolating ) the underlying structure of the main problem into disjoint parts of its representations. This disentanglement can be done by focussing on the "transformation" properties of the world(main problem)

Papers

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Showing 901–925 of 1854 papers

TitleStatusHype
IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction—0
iEmoTTS: Toward Robust Cross-Speaker Emotion Transfer and Control for Speech Synthesis based on Disentanglement between Prosody and Timbre—0
An Investigation on Applying Acoustic Feature Conversion to ASR of Adult and Child Speech—0
DiffuseGAE: Controllable and High-fidelity Image Manipulation from Disentangled Representation—0
GeoSplatting: Towards Geometry Guided Gaussian Splatting for Physically-based Inverse Rendering—0
Image Denoising via Style Disentanglement—0
DiffGS: Functional Gaussian Splatting Diffusion—0
Geometry-aware Single-image Full-body Human Relighting—0
Differentially Private Speaker Anonymization—0
Image Sentiment Transfer—0
Geometry-Aware Network for Domain Adaptive Semantic Segmentation—0
Geometric Step Options with Jumps. Parity Relations, PIDEs, and Semi-Analytical Pricing—0
Differentiable Frequency-based Disentanglement for Aerial Video Action Recognition—0
CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement—0
An Interpretable Representation Learning Approach for Diffusion Tensor Imaging—0
Improved Disentanglement through Aggregated Convolutional Feature Maps—0
Adjoint Rigid Transform Network: Task-conditioned Alignment of 3D Shapes—0
Improved Neural Text Attribute Transfer with Non-parallel Data—0
A Benchmark for Multi-speaker Anonymization—0
Geometric Disentanglement for Generative Latent Shape Models—0
Geometric Disentanglement by Random Convex Polytopes—0
Differentiable Disentanglement Filter: an Application Agnostic Core Concept Discovery Probe—0
GenSync: A Generalized Talking Head Framework for Audio-driven Multi-Subject Lip-Sync using 3D Gaussian Splatting—0
Improving multi-speaker TTS prosody variance with a residual encoder and normalizing flows—0
Differentiable Disentanglement Filter: an Application Agnostic Core Concept Discovery Probe—0
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