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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 1101–1125 of 1854 papers

TitleStatusHype
Zero-shot Fairness with Invisible Demographics—0
Zero shot framework for satellite image restoration—0
Zero-Shot Generalization of Vision-Based RL Without Data Augmentation—0
Zero-shot Imitation Learning from Demonstrations for Legged Robot Visual Navigation—0
Zero-Shot Policy Transfer with Disentangled Task Representation of Meta-Reinforcement Learning—0
Zero-Shot Style Transfer for Gesture Animation driven by Text and Speech using Adversarial Disentanglement of Multimodal Style Encoding—0
Zero-shot Voice Conversion via Self-supervised Prosody Representation Learning—0
Catch Me If You Can—0
ZS-MSTM: Zero-Shot Style Transfer for Gesture Animation driven by Text and Speech using Adversarial Disentanglement of Multimodal Style Encoding—0
Unified Adversarial Invariance—0
Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation—0
The Layout Generation Algorithm of Graphic Design Based on Transformer-CVAE—0
Combining audio control and style transfer using latent diffusion—0
SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement—0
Task Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement Learning—0
3D-aware Image Generation and Editing with Multi-modal Conditions—0
3D Face Tracking from 2D Video through Iterative Dense UV to Image Flow—0
3DitScene: Editing Any Scene via Language-guided Disentangled Gaussian Splatting—0
3D-Speaker: A Large-Scale Multi-Device, Multi-Distance, and Multi-Dialect Corpus for Speech Representation Disentanglement—0
3D-SSGAN: Lifting 2D Semantics for 3D-Aware Compositional Portrait Synthesis—0
3R-INN: How to be climate friendly while consuming/delivering videos?—0
4D-ACFNet: A 4D Attention Mechanism-Based Prognostic Framework for Colorectal Cancer Liver Metastasis Integrating Multimodal Spatiotemporal Features—0
A Benchmark for Multi-speaker Anonymization—0
A Category-theoretical Meta-analysis of Definitions of Disentanglement—0
A Causal Disentangled Multi-Granularity Graph Classification Method—0
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