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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 951–1000 of 1854 papers

TitleStatusHype
Structured Disentangled Representations—0
Style and Content Disentanglement in Generative Adversarial Networks—0
Style-Content Disentanglement in Language-Image Pretraining Representations for Zero-Shot Sketch-to-Image Synthesis—0
StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion Models—0
StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer—0
StyleGenes: Discrete and Efficient Latent Distributions for GANs—0
Style Intervention: How to Achieve Spatial Disentanglement with Style-based Generators?—0
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval—0
Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement—0
StyO: Stylize Your Face in Only One-shot—0
Subject Disentanglement Neural Network for Speech Envelope Reconstruction from EEG—0
Sufficient and Disentangled Representation Learning—0
SUNDIAL: 3D Satellite Understanding through Direct, Ambient, and Complex Lighting Decomposition—0
Supervised Contrastive Block Disentanglement—0
Supervised Hebbian Learning—0
Supervised structure learning—0
Surfel-based Gaussian Inverse Rendering for Fast and Relightable Dynamic Human Reconstruction from Monocular Video—0
Surrogate Gradient Field for Latent Space Manipulation—0
SW-VAE: Weakly Supervised Learn Disentangled Representation Via Latent Factor Swapping—0
Symbolic Disentangled Representations for Images—0
SynCLR: A Synthesis Framework for Contrastive Learning of out-of-domain Speech Representations—0
SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation—0
Synthesizing Photorealistic Virtual Humans Through Cross-modal Disentanglement—0
Tactile Image-to-Image Disentanglement of Contact Geometry from Motion-Induced Shear—0
Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator—0
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection—0
Taylor saves for later: disentanglement for video prediction using Taylor representation—0
TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective—0
TC-VAE: Uncovering Out-of-Distribution Data Generative Factors—0
TELA: Text to Layer-wise 3D Clothed Human Generation—0
Text2Avatar: Text to 3D Human Avatar Generation with Codebook-Driven Body Controllable Attribute—0
Text Attribute Control via Closed-Loop Disentanglement—0
Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss—0
Texture-GS: Disentangling the Geometry and Texture for 3D Gaussian Splatting Editing—0
The Branch Not Taken: Predicting Branching in Online Conversations—0
The Interpretability of Codebooks in Model-Based Reinforcement Learning is Limited—0
The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement—0
TimeWalker: Personalized Neural Space for Lifelong Head Avatars—0
TokenMotion: Decoupled Motion Control via Token Disentanglement for Human-centric Video Generation—0
Tooth Instance Segmentation from Cone-Beam CT Images through Point-based Detection and Gaussian Disentanglement—0
Topological degree as a discrete diagnostic for disentanglement, with applications to the ΔVAE—0
Total Disentanglement of Font Images into Style and Character Class Features—0
Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement—0
Towards a Unified Framework of Contrastive Learning for Disentangled Representations—0
Towards Better Disentanglement in Non-Autoregressive Zero-Shot Expressive Voice Conversion—0
Towards Controllable and Photorealistic Region-wise Image Manipulation—0
Towards Cross-Subject EMG Pattern Recognition via Dual-Branch Adversarial Feature Disentanglement—0
Towards Disentangled Speech Representations—0
Towards Domain-Specific Features Disentanglement for Domain Generalization—0
Enhanced Controllability of Diffusion Models via Feature Disentanglement and Realism-Enhanced Sampling Methods—0
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