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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 17761800 of 1854 papers

TitleStatusHype
Leveraging Neural Representations for Audio Manipulation0
Leveraging World Model Disentanglement in Value-Based Multi-Agent Reinforcement Learning0
Linear causal disentanglement via higher-order cumulants0
Linear Disentangled Representations and Unsupervised Action Estimation0
Linear Spaces of Meanings: Compositional Structures in Vision-Language Models0
Data standardization for robust lip sync0
SPEAK: Speech-Driven Pose and Emotion-Adjustable Talking Head Generation0
LLM-driven Multimodal and Multi-Identity Listening Head Generation0
LM-VC: Zero-shot Voice Conversion via Speech Generation based on Language Models0
Low-dimensional Manifold Constrained Disentanglement Network for Metal Artifact Reduction0
LSCodec: Low-Bitrate and Speaker-Decoupled Discrete Speech Codec0
Longitudinal Self-Supervised Learning0
Macro Action Reinforcement Learning with Sequence Disentanglement using Variational Autoencoder0
Make a Face: Towards Arbitrary High Fidelity Face Manipulation0
MakeupBag: Disentangling Makeup Extraction and Application0
Make Your Actor Talk: Generalizable and High-Fidelity Lip Sync with Motion and Appearance Disentanglement0
Manifold Learning and Alignment with Generative Adversarial Networks0
Manipulating Medical Image Translation with Manifold Disentanglement0
Many-to-Many Voice Conversion based Feature Disentanglement using Variational Autoencoder0
MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets0
Measuring Orthogonality in Representations of Generative Models0
Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models0
Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation0
Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation0
Meta-Voice: Fast few-shot style transfer for expressive voice cloning using meta learning0
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