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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 651–675 of 1854 papers

TitleStatusHype
Disentangling Singlish Discourse Particles with Task-Driven Representation—0
Transferring disentangled representations: bridging the gap between synthetic and real imagesCode0
Scenario of Use Scheme: Threat Model Specification for Speaker Privacy Protection in the Medical Domain—0
Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality ConstraintCode0
Disentanglement with Factor Quantized Variational AutoencodersCode0
A Plug-and-Play Method for Guided Multi-contrast MRI Reconstruction based on Content/Style Modeling—0
Domain Generalization for Endoscopic Image Segmentation by Disentangling Style-Content Information and SuperPixel Consistency—0
Mutual Information-based Representations Disentanglement for Unaligned Multimodal Language Sequences—0
Intraoperative Registration by Cross-Modal Inverse Neural Rendering—0
Discrete Unit based Masking for Improving Disentanglement in Voice Conversion—0
Learning Source Disentanglement in Neural Audio Codec—0
InfoDisent: Explainability of Image Classification Models by Information Disentanglement—0
Investigating Disentanglement in a Phoneme-level Speech Codec for Prosody Modeling—0
VI3DRM:Towards meticulous 3D Reconstruction from Sparse Views via Photo-Realistic Novel View Synthesis—0
Robust Dual Gaussian Splatting for Immersive Human-centric Volumetric Videos—0
Quantifying and Enabling the Interpretability of CLIP-like Models—0
Estimating the Completeness of Discrete Speech Units—0
Disentangled Representations for Short-Term and Long-Term Person Re-Identification—0
CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact DisentanglementCode0
NPU-NTU System for Voice Privacy 2024 Challenge—0
Speaker and Style Disentanglement of Speech Based on Contrastive Predictive Coding Supported Factorized Variational Autoencoder—0
Training-free Color-Style Disentanglement for Constrained Text-to-Image Synthesis—0
Pureformer-VC: Non-parallel One-Shot Voice Conversion with Pure Transformer Blocks and Triplet Discriminative Training—0
Topological degree as a discrete diagnostic for disentanglement, with applications to the ΔVAE—0
Seeing Your Speech Style: A Novel Zero-Shot Identity-Disentanglement Face-based Voice Conversion—0
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