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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 551–600 of 1854 papers

TitleStatusHype
Intent-Interest Disentanglement and Item-Aware Intent Contrastive Learning for Sequential Recommendation—0
Rethinking domain generalization in medical image segmentation: One image as one domain—0
iFADIT: Invertible Face Anonymization via Disentangled Identity Transform—0
AdaptVC: High Quality Voice Conversion with Adaptive Learning—0
PhyS-EdiT: Physics-aware Semantic Image Editing with Text Description—0
FluxSpace: Disentangled Semantic Editing in Rectified Flow Models—0
Black Hole-Driven Identity Absorbing in Diffusion Models—0
LLM-driven Multimodal and Multi-Identity Listening Head Generation—0
Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual Scenes—0
Sharpening Neural Implicit Functions with Frequency Consolidation PriorsCode0
Improving Generative Pre-Training: An In-depth Study of Masked Image Modeling and Denoising Models—0
Semantic Residual for Multimodal Unified Discrete Representation—0
Symbolic Disentangled Representations for Images—0
Exemplar-condensed Federated Class-incremental Learning—0
Uncertainty Quantification in Stereo MatchingCode0
Semantics Disentanglement and Composition for Versatile Codec toward both Human-eye Perception and Machine Vision Task—0
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust FeatureCode0
Incremental Disentanglement for Environment-Aware Zero-Shot Text-to-Speech Synthesis—0
Prompt-based Unifying Inference Attack on Graph Neural Networks—0
FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification—0
Content-style disentangled representation for controllable artistic image stylization and generation—0
Leveraging Color Channel Independence for Improved Unsupervised Object Detection—0
Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning—0
Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis—0
Lifting Scheme-Based Implicit Disentanglement of Emotion-Related Facial Dynamics in the WildCode0
OmniPrism: Learning Disentangled Visual Concept for Image Generation—0
VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping—0
Feat2GS: Probing Visual Foundation Models with Gaussian Splatting—0
FluxSpace: Disentangled Semantic Editing in Rectified Flow Transformers—0
Disentanglement and Compositionality of Letter Identity and Letter Position in Variational Auto-Encoder Vision Models—0
FaceTracer: Unveiling Source Identities from Swapped Face Images and Videos for Fraud Prevention—0
Biological Brain Age Estimation using Sex-Aware Adversarial Variational Autoencoder with Multimodal Neuroimages—0
Variational Encoder-Decoders for Learning Latent Representations of Physical Systems—0
IF-MDM: Implicit Face Motion Diffusion Model for High-Fidelity Realtime Talking Head Generation—0
D-LORD for Motion Stylization—0
Deformation-Aware Segmentation Network Robust to Motion Artifacts for Brain Tissue Segmentation using Disentanglement Learning—0
Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor ProductsCode0
Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation—0
TimeWalker: Personalized Neural Space for Lifelong Head Avatars—0
Multi-Task Model Merging via Adaptive Weight DisentanglementCode0
Dual Prototyping with Domain and Class Prototypes for Affective Brain-Computer Interface in Unseen Target Conditions—0
R-MTLLMF: Resilient Multi-Task Large Language Model Fusion at the Wireless Edge—0
Isolating authorship from content with semantic embeddings and contrastive learning—0
Towards Robust Cross-Domain Recommendation with Joint Identifiability of User Preference—0
Revisiting DDIM Inversion for Controlling Defect Generation by Disentangling the Background—0
Factorized Visual Tokenization and Generation—0
Neural 4D Evolution under Large Topological Changes from 2D ImagesCode0
Night-to-Day Translation via Illumination Degradation Disentanglement—0
Cross-Camera Distracted Driver Classification through Feature Disentanglement and Contrastive Learning—0
GGAvatar: Reconstructing Garment-Separated 3D Gaussian Splatting Avatars from Monocular VideoCode0
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