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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

Showing 776800 of 1854 papers

TitleStatusHype
Multi-view Disentanglement for Reinforcement Learning with Multiple CamerasCode0
The Branch Not Taken: Predicting Branching in Online Conversations0
Double Mixture: Towards Continual Event Detection from SpeechCode0
MLSD-GAN -- Generating Strong High Quality Face Morphing Attacks using Latent Semantic Disentanglement0
Multi-view X-ray Image Synthesis with Multiple Domain Disentanglement from CT Scans0
Reuse out-of-year data to enhance land cover mappingvia feature disentanglement and contrastive learning0
Causal Deconfounding via Confounder Disentanglement for Dual-Target Cross-Domain Recommendation0
Cross-Platform Hate Speech Detection with Weakly Supervised Causal Disentanglement0
Select and Reorder: A Novel Approach for Neural Sign Language Production0
MoA: Mixture-of-Attention for Subject-Context Disentanglement in Personalized Image Generation0
3D Face Tracking from 2D Video through Iterative Dense UV to Image Flow0
Move Anything with Layered Scene Diffusion0
Multi-modal Document Presentation Attack Detection With Forensics Trace Disentanglement0
AUEditNet: Dual-Branch Facial Action Unit Intensity Manipulation with Implicit Disentanglement0
Joint Identifiability of Cross-Domain Recommendation via Hierarchical Subspace Disentanglement0
Reference-Based 3D-Aware Image Editing with Triplanes0
EDTalk: Efficient Disentanglement for Emotional Talking Head Synthesis0
Learning to Generate Conditional Tri-plane for 3D-aware Expression Controllable Portrait Animation0
Disentangling Hippocampal Shape Variations: A Study of Neurological Disorders Using Mesh Variational Autoencoder with Contrastive LearningCode0
A Unified Framework for Adaptive Representation Enhancement and Inversed Learning in Cross-Domain Recommendation0
DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking0
Review-Based Hyperbolic Cross-Domain RecommendationCode0
Disentangling Racial Phenotypes: Fine-Grained Control of Race-related Facial Phenotype Characteristics0
WordRobe: Text-Guided Generation of Textured 3D Garments0
Activity-Biometrics: Person Identification from Daily ActivitiesCode0
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