SOTAVerified

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 276–300 of 1854 papers

TitleStatusHype
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
Robust Dual Gaussian Splatting for Immersive Human-centric Volumetric Videos—0
VI3DRM:Towards meticulous 3D Reconstruction from Sparse Views via Photo-Realistic Novel View Synthesis—0
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text EncoderCode2
Realistic and Efficient Face Swapping: A Unified Approach with Diffusion ModelsCode2
Structure-Aware Single-Source Generalization with Pixel-Level Disentanglement for Joint Optic Disc and Cup SegmentationCode1
Quantifying and Enabling the Interpretability of CLIP-like Models—0
Estimating the Completeness of Discrete Speech Units—0
Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modelingCode1
CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact DisentanglementCode0
Disentangled Representations for Short-Term and Long-Term Person Re-Identification—0
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
Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image EnhancementCode1
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
Conformal Disentanglement: A Neural Framework for Perspective Synthesis and Differentiation—0
Application of Disentanglement to Map Registration Problem—0
A Joint Learning Model with Variational Interaction for Multilingual Program TranslationCode0
COMPOSE: Comprehensive Portrait Shadow Editing—0
Rethinking State Disentanglement in Causal Reinforcement Learning—0
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