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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 1451–1475 of 1854 papers

TitleStatusHype
Monte Carlo Planning for Stochastic Control on Constrained Markov Decision Processes—0
MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation—0
Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns—0
MotionMaster: Training-free Camera Motion Transfer For Video Generation—0
MotionZero:Exploiting Motion Priors for Zero-shot Text-to-Video Generation—0
MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse Brain—0
Move Anything with Layered Scene Diffusion—0
MRGAN: Multi-Rooted 3D Shape Generation with Unsupervised Part Disentanglement—0
MSM-VC: High-fidelity Source Style Transfer for Non-Parallel Voice Conversion by Multi-scale Style Modeling—0
Multi-Domain Image Completion for Random Missing Input Data—0
Multi-domain Unsupervised Image-to-Image Translation with Appearance Adaptive Convolution—0
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity—0
Multi-Instrumentalist Net: Unsupervised Generation of Music from Body Movements—0
Multi-level Temporal-channel Speaker Retrieval for Zero-shot Voice Conversion—0
Multi-modal Document Presentation Attack Detection With Forensics Trace Disentanglement—0
Multimodal Graph Representation Learning for Robust Surgical Workflow Recognition with Adversarial Feature Disentanglement—0
Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization—0
Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis—0
Multi-modal Visual Understanding with Prompts for Semantic Information Disentanglement of Image—0
Multi-party Response Generation with Relation Disentanglement—0
MonoNeRF: Learning Generalizable NeRFs from Monocular Videos without Camera Pose—0
Multiple-Attribute Text Rewriting—0
Multiple Invertible and Partial-Equivariant Function for Latent Vector Transformation to Enhance Disentanglement in VAEs—0
Multiple Narrative Disentanglement: Unraveling Infinite Jest—0
MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild—0
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