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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 151–200 of 1854 papers

TitleStatusHype
LLM-driven Multimodal and Multi-Identity Listening Head Generation—0
Black Hole-Driven Identity Absorbing in Diffusion Models—0
AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation NowcastingCode1
PhyS-EdiT: Physics-aware Semantic Image Editing with Text Description—0
Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual Scenes—0
FluxSpace: Disentangled Semantic Editing in Rectified Flow Models—0
Sharpening Neural Implicit Functions with Frequency Consolidation PriorsCode0
Semantic Residual for Multimodal Unified Discrete Representation—0
Improving Generalization for AI-Synthesized Voice DetectionCode1
Improving Generative Pre-Training: An In-depth Study of Masked Image Modeling and Denoising Models—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
Incremental Disentanglement for Environment-Aware Zero-Shot Text-to-Speech Synthesis—0
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust FeatureCode0
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
Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis—0
Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning—0
Leveraging Color Channel Independence for Improved Unsupervised Object Detection—0
Sign-IDD: Iconicity Disentangled Diffusion for Sign Language ProductionCode1
MixRec: Heterogeneous Graph Collaborative FilteringCode1
Lifting Scheme-Based Implicit Disentanglement of Emotion-Related Facial Dynamics in the WildCode0
DLF: Disentangled-Language-Focused Multimodal Sentiment AnalysisCode2
OmniPrism: Learning Disentangled Visual Concept for Image Generation—0
Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted InversionCode1
VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping—0
GoHD: Gaze-oriented and Highly Disentangled Portrait Animation with Rhythmic Poses and Realistic ExpressionCode1
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
Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor ProductsCode0
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
Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation—0
TimeWalker: Personalized Neural Space for Lifelong Head Avatars—0
Ditto: Motion-Space Diffusion for Controllable Realtime Talking Head SynthesisCode11
Dual Prototyping with Domain and Class Prototypes for Affective Brain-Computer Interface in Unseen Target Conditions—0
Multi-Task Model Merging via Adaptive Weight DisentanglementCode0
Isolating authorship from content with semantic embeddings and contrastive learning—0
R-MTLLMF: Resilient Multi-Task Large Language Model Fusion at the Wireless Edge—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
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