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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
DifAttack: Query-Efficient Black-Box Attack via Disentangled Feature SpaceCode1
DIFFER: Disentangling Identity Features via Semantic Cues for Clothes-Changing Person Re-IDCode1
Attri-VAE: attribute-based interpretable representations of medical images with variational autoencodersCode1
Directional Connectivity-based Segmentation of Medical ImagesCode1
Audio-Driven Emotional Video PortraitsCode1
A Latent Transformer for Disentangled Face Editing in Images and VideosCode1
Discriminator-Free Generative Adversarial AttackCode1
DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic ModelsCode1
Desiderata for Representation Learning: A Causal PerspectiveCode1
Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal DenoiserCode1
A Unified Model for Zero-shot Music Source Separation, Transcription and SynthesisCode1
Weakly Supervised Disentangled Generative Causal Representation LearningCode1
AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation NowcastingCode1
Disentangled Self-Supervision in Sequential RecommendersCode1
Adaptive Nonlinear Latent Transformation for Conditional Face EditingCode1
Disentanglement in a GAN for Unconditional Speech SynthesisCode1
Devil is in Channels: Contrastive Single Domain Generalization for Medical Image SegmentationCode1
Disentangle Your Dense Object DetectorCode1
Barbie: Text to Barbie-Style 3D AvatarsCode1
3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and FacesCode1
Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic ModelsCode1
Disentangling ID and Modality Effects for Session-based RecommendationCode1
Face Identity Disentanglement via Latent Space MappingCode1
Disentangling Long and Short-Term Interests for RecommendationCode1
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video PredictionCode1
Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTCCode1
DID-M3D: Decoupling Instance Depth for Monocular 3D Object DetectionCode1
Deep Music Analogy Via Latent Representation DisentanglementCode1
DeepNoise: Signal and Noise Disentanglement based on Classifying Fluorescent Microscopy Images via Deep LearningCode1
Decoupled Textual Embeddings for Customized Image GenerationCode1
Domain-General Crowd Counting in Unseen ScenariosCode1
beta-VAE: Learning Basic Visual Concepts with a Constrained Variational FrameworkCode1
3D-IDS: Doubly Disentangled Dynamic Intrusion DetectionCode1
Deep Dimension Reduction for Supervised Representation LearningCode1
Beyond Prototypes: Semantic Anchor Regularization for Better Representation LearningCode1
An Empirical Study on Disentanglement of Negative-free Contrastive LearningCode1
EagleVision: Object-level Attribute Multimodal LLM for Remote SensingCode1
Editable Free-viewpoint Video Using a Layered Neural RepresentationCode1
A New Dataset and Framework for Real-World Blurred Images Super-ResolutionCode1
Denoising Point Clouds in Latent Space via Graph Convolution and Invertible Neural NetworkCode1
DifAttack++: Query-Efficient Black-Box Adversarial Attack via Hierarchical Disentangled Feature Space in Cross-DomainCode1
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive LearningCode1
Cyclically Disentangled Feature Translation for Face Anti-spoofingCode1
BoIR: Box-Supervised Instance Representation for Multi-Person Pose EstimationCode1
An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object DetectionCode1
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion ModelsCode1
Exploring Disentanglement with Multilingual and Monolingual VQ-VAECode1
Exploring Gradient-based Multi-directional Controls in GANsCode1
AniFaceGAN: Animatable 3D-Aware Face Image Generation for Video AvatarsCode1
Cross-Modal Conceptualization in Bottleneck ModelsCode1
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