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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 1101–1150 of 1854 papers

TitleStatusHype
TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective—0
Feature Disentanglement Learning with Switching and Aggregation for Video-based Person Re-Identification—0
Retrieval-based Disentangled Representation Learning with Natural Language Supervision—0
Disentangling Prosody Representations with Unsupervised Speech Reconstruction—0
Zero-Shot Accent Conversion using Pseudo Siamese Disentanglement Network—0
HACA3: A Unified Approach for Multi-site MR Image Harmonization—0
Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing—0
PaDPaF: Partial Disentanglement with Partially-Federated GANsCode0
RANA: Relightable Articulated Neural Avatars—0
MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain—0
Geometry-Aware Network for Domain Adaptive Semantic Segmentation—0
Learning Disentangled Label Representations for Multi-label Classification—0
CLIPascene: Scene Sketching with Different Types and Levels of Abstraction—0
Disentangled Generation with Information Bottleneck for Few-Shot Learning—0
Deep Curvilinear Editing: Commutative and Nonlinear Image Manipulation for Pretrained Deep Generative Model—0
Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task LearningCode0
Hand Avatar: Free-Pose Hand Animation and Rendering from Monocular Video—0
Semantic-aware One-shot Face Re-enactment with Dense Correspondence Estimation—0
Disentangled Feature Learning for Real-Time Neural Speech Coding—0
Multi-Directional Subspace Editing in Style-Space—0
VarietySound: Timbre-Controllable Video to Sound Generation via Unsupervised Information Disentanglement—0
Predicting Human Mobility via Self-supervised Disentanglement Learning—0
3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object ManipulationCode0
Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors—0
Improved disentangled speech representations using contrastive learning in factorized hierarchical variational autoencoder—0
Disentangling Variational Autoencoders—0
Replacing Language Model for Style TransferCode0
DisPositioNet: Disentangled Pose and Identity in Semantic Image Manipulation—0
In-memory factorization of holographic perceptual representationsCode0
Simple Primitives with Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-shot Learning—0
Disentangled representation learning for multilingual speaker recognition—0
Signing Outside the Studio: Benchmarking Background Robustness for Continuous Sign Language RecognitionCode0
Learning utterance-level representations through token-level acoustic latents prediction for Expressive Speech Synthesis—0
Cross-lingual Text-To-Speech with Flow-based Voice Conversion for Improved Pronunciation—0
Conversation Disentanglement with Bi-Level Contrastive Learning—0
Disentangling Past-Future Modeling in Sequential Recommendation via Dual NetworksCode0
Multi-Domain Long-Tailed Learning by Augmenting Disentangled RepresentationsCode0
Disentangled Speech Representation Learning for One-Shot Cross-lingual Voice Conversion Using β-VAE—0
Adapitch: Adaption Multi-Speaker Text-to-Speech Conditioned on Pitch Disentangling with Untranscribed Data—0
Temporally Disentangled Representation LearningCode0
Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning—0
DOT-VAE: Disentangling One Factor at a Time—0
Out of Distribution Reasoning by Weakly-Supervised Disentangled Logic Variational Autoencoder—0
Break The Spell Of Total Correlation In betaTCVAE—0
Commutativity and Disentanglement from the Manifold Perspective—0
Disentanglement of Correlated Factors via Hausdorff Factorized Support—0
Interpreting Neural Policies with Disentangled Tree Representations—0
MonoNeRF: Learning Generalizable NeRFs from Monocular Videos without Camera Pose—0
Formal Semantic Geometry over Transformer-based Variational AutoEncoder—0
On Text Style Transfer via Style Masked Language Models—0
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