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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 851–900 of 1854 papers

TitleStatusHype
eVAE: Evolutionary Variational AutoencoderCode2
StyleID: Identity Disentanglement for Anonymizing FacesCode1
Improving Continuous Sign Language Recognition with Consistency Constraints and Signer RemovalCode1
StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer—0
TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective—0
Feature Disentanglement Learning with Switching and Aggregation for Video-based Person Re-Identification—0
Uncovering the Disentanglement Capability in Text-to-Image Diffusion ModelsCode1
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
Orthogonal SVD Covariance Conditioning and Latent DisentanglementCode1
Ego-Body Pose Estimation via Ego-Head Pose EstimationCode1
LADIS: Language Disentanglement for 3D Shape EditingCode1
Cyclically Disentangled Feature Translation for Face Anti-spoofingCode1
iQuery: Instruments as Queries for Audio-Visual Sound SeparationCode1
PaDPaF: Partial Disentanglement with Partially-Federated GANsCode0
Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing—0
RANA: Relightable Articulated Neural Avatars—0
Domain-General Crowd Counting in Unseen ScenariosCode1
MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain—0
Learning Disentangled Label Representations for Multi-label Classification—0
Geometry-Aware Network for Domain Adaptive Semantic Segmentation—0
CLIPascene: Scene Sketching with Different Types and Levels of Abstraction—0
Linear Causal Disentanglement via InterventionsCode1
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
Progressive Disentangled Representation Learning for Fine-Grained Controllable Talking Head SynthesisCode1
Fine-Grained Face Swapping via Regional GAN InversionCode2
Hand Avatar: Free-Pose Hand Animation and Rendering from Monocular Video—0
Semantic-aware One-shot Face Re-enactment with Dense Correspondence Estimation—0
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image SegmentationCode1
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
Face Swapping as A Simple Arithmetic OperationCode1
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
NeRFFaceEditing: Disentangled Face Editing in Neural Radiance FieldsCode1
Improved disentangled speech representations using contrastive learning in factorized hierarchical variational autoencoder—0
Versatile Diffusion: Text, Images and Variations All in One Diffusion ModelCode6
Replacing Language Model for Style TransferCode0
Disentangling Variational Autoencoders—0
DisPositioNet: Disentangled Pose and Identity in Semantic Image Manipulation—0
In-memory factorization of holographic perceptual representationsCode0
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical PerspectivesCode2
Learning Causal Representations of Single Cells via Sparse Mechanism Shift ModelingCode1
Simple Primitives with Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-shot Learning—0
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