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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 301–350 of 1854 papers

TitleStatusHype
Disentangled Generative Graph Representation Learning—0
Structural Representation Learning and Disentanglement for Evidential Chinese Patent Approval Prediction—0
Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural NetworksCode0
Latent Space Disentanglement in Diffusion Transformers Enables Zero-shot Fine-grained Semantic Editing—0
Enhancing Knowledge Tracing with Concept Map and Response DisentanglementCode1
VTON-HandFit: Virtual Try-on for Arbitrary Hand Pose Guided by Hand Priors EmbeddingCode1
How disentangled are your classification uncertainties?—0
Enhancing Cross-Modal Medical Image Segmentation through CompositionalityCode0
FedGS: Federated Gradient Scaling for Heterogeneous Medical Image SegmentationCode0
DisMix: Disentangling Mixtures of Musical Instruments for Source-level Pitch and Timbre Manipulation—0
Cross-composition Feature Disentanglement for Compositional Zero-shot Learning—0
Barbie: Text to Barbie-Style 3D AvatarsCode1
Modeling the Neonatal Brain Development Using Implicit Neural RepresentationsCode0
Disentangle and denoise: Tackling context misalignment for video moment retrieval—0
ED^4: Explicit Data-level Debiasing for Deepfake Detection—0
Defining and Measuring Disentanglement for non-Independent Factors of Variation—0
Latent Disentanglement for Low Light Image Enhancement—0
Sequential Representation Learning via Static-Dynamic Conditional Disentanglement—0
Disentangled Noisy Correspondence Learning—0
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarningCode0
Personalizing Federated Instrument Segmentation with Visual Trait Priors in Robotic SurgeryCode0
Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight DisentanglementCode1
SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement—0
Combining audio control and style transfer using latent diffusion—0
Emotion-driven Piano Music Generation via Two-stage Disentanglement and Functional RepresentationCode2
On the Effects of Irrelevant Variables in Treatment Effect Estimation with Deep DisentanglementCode0
SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction—0
The Interpretability of Codebooks in Model-Based Reinforcement Learning is Limited—0
Mamba? Catch The Hype Or Rethink What Really Helps for Image RegistrationCode1
A Progressive Single-Modality to Multi-Modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis—0
Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models—0
Trajectory-aligned Space-time Tokens for Few-shot Action Recognition—0
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical videoCode0
Knowledge Acquisition Disentanglement for Knowledge-based Visual Question Answering with Large Language ModelsCode0
DiffArtist: Towards Structure and Appearance Controllable Image StylizationCode2
Surfel-based Gaussian Inverse Rendering for Fast and Relightable Dynamic Human Reconstruction from Monocular Video—0
A New Dataset and Framework for Real-World Blurred Images Super-ResolutionCode1
Orthogonal Hyper-category Guided Multi-interest Elicitation for Micro-video MatchingCode0
SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by Disentangled Variational AutoencodersCode1
Real-Time 3D Occupancy Prediction via Geometric-Semantic Disentanglement—0
MUSA: Multi-lingual Speaker Anonymization via Serial Disentanglement—0
ColorwAI: Generative Colorways of Textiles through GAN and Diffusion Disentanglement—0
Features Reconstruction Disentanglement Cloth-Changing Person Re-Identification—0
On Large Language Model Continual UnlearningCode1
Label-anticipated Event Disentanglement for Audio-Visual Video Parsing—0
Boosting Medical Image Synthesis via Registration-guided Consistency and Disentanglement Learning—0
Disentangled Representation Learning with the Gromov-Monge Gap—0
SaMoye: Zero-shot Singing Voice Conversion Model Based on Feature Disentanglement and EnhancementCode2
ColorPeel: Color Prompt Learning with Diffusion Models via Color and Shape DisentanglementCode2
Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task ArithmeticCode1
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