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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 1526–1550 of 1854 papers

TitleStatusHype
Explaining, Evaluating and Enhancing Neural Networks' Learned Representations—0
Explaining latent representations of generative models with large multimodal models—0
Explaining Word Embeddings via Disentangled Representation—0
Exploring Disentangled and Controllable Human Image Synthesis: From End-to-End to Stage-by-Stage—0
Exploring Disentangled Content Information for Face Forgery Detection—0
Exploring Edge Disentanglement for Node Classification—0
Exploring Linear Feature Disentanglement For Neural Networks—0
Exploring Robust Features for Improving Adversarial Robustness—0
Exploring Timbre Disentanglement in Non-Autoregressive Cross-Lingual Text-to-Speech—0
Exploring to establish an appropriate model for image aesthetic assessment via CNN-based RSRL: An empirical study—0
FINED: Feed Instance-Wise Information Need with Essential and Disentangled Parametric Knowledge from the Past—0
F^2AT: Feature-Focusing Adversarial Training via Disentanglement of Natural and Perturbed Patterns—0
Face Anti-Spoofing Via Disentangled Representation Learning—0
Image-to-Image Translation with Disentangled Latent Vectors for Face Editing—0
FaceChain-ImagineID: Freely Crafting High-Fidelity Diverse Talking Faces from Disentangled Audio—0
FaceController: Controllable Attribute Editing for Face in the Wild—0
FaceCook: Face Generation Based on Linear Scaling Factors—0
Face Identity-Aware Disentanglement in StyleGAN—0
Faces à la Carte: Text-to-Face Generation via Attribute Disentanglement—0
FaceTracer: Unveiling Source Identities from Swapped Face Images and Videos for Fraud Prevention—0
Emotion Separation and Recognition from a Facial Expression by Generating the Poker Face with Vision Transformers—0
Factorized RVQ-GAN For Disentangled Speech Tokenization—0
Factorized Visual Tokenization and Generation—0
FADES: Fair Disentanglement with Sensitive Relevance—0
Fair-CDA: Continuous and Directional Augmentation for Group Fairness—0
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