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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 1351–1400 of 1854 papers

TitleStatusHype
Variational Encoder-Decoders for Learning Latent Representations of Physical Systems—0
Variational Inference of Disentangled Latent Concepts from Unlabeled Observations—0
VarietySound: Timbre-Controllable Video to Sound Generation via Unsupervised Information Disentanglement—0
VaSAB: The variable size adaptive information bottleneck for disentanglement on speech and singing voice—0
VAW-GAN for Disentanglement and Recomposition of Emotional Elements in Speech—0
V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs—0
Vector-based Representation is the Key: A Study on Disentanglement and Compositional Generalization—0
Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement—0
VI3DRM:Towards meticulous 3D Reconstruction from Sparse Views via Photo-Realistic Novel View Synthesis—0
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion—0
VideoSPatS: Video SPatiotemporal Splines for Disentangled Occlusion, Appearance and Motion Modeling and Editing—0
Visual Referential Games Further the Emergence of Disentangled Representations—0
VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping—0
VoiceMixer: Adversarial Voice Style Mixup—0
Volumetric Disentanglement for 3D Scene Manipulation—0
VOODOO 3D: Volumetric Portrait Disentanglement for One-Shot 3D Head Reenactment—0
VOODOO XP: Expressive One-Shot Head Reenactment for VR Telepresence—0
Watch the Speakers: A Hybrid Continuous Attribution Network for Emotion Recognition in Conversation With Emotion Disentanglement—0
Weighted Metamorphosis for registration of images with different topology.—0
We never go out of Style: Motion Disentanglement by Subspace Decomposition of Latent Space—0
What's New? Summarizing Contributions in Scientific Literature—0
When Is Unsupervised Disentanglement Possible?—0
When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners—0
Why disentanglement-based speaker anonymization systems fail at preserving emotions?—0
WordCon: Word-level Typography Control in Scene Text Rendering—0
WordRobe: Text-Guided Generation of Textured 3D Garments—0
XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages—0
XMP-Font: Self-Supervised Cross-Modality Pre-training for Few-Shot Font Generation—0
X-Portrait: Expressive Portrait Animation with Hierarchical Motion Attention—0
Y-GAN: Learning Dual Data Representations for Efficient Anomaly Detection—0
You Talking to Me? A Corpus and Algorithm for Conversation Disentanglement—0
Zero-shot Fairness with Invisible Demographics—0
Zero shot framework for satellite image restoration—0
Zero-Shot Generalization of Vision-Based RL Without Data Augmentation—0
Zero-shot Imitation Learning from Demonstrations for Legged Robot Visual Navigation—0
Zero-Shot Policy Transfer with Disentangled Task Representation of Meta-Reinforcement Learning—0
Zero-Shot Style Transfer for Gesture Animation driven by Text and Speech using Adversarial Disentanglement of Multimodal Style Encoding—0
Zero-shot Voice Conversion via Self-supervised Prosody Representation Learning—0
ZS-MSTM: Zero-Shot Style Transfer for Gesture Animation driven by Text and Speech using Adversarial Disentanglement of Multimodal Style Encoding—0
Learning Interpretable Disentangled Representations using Adversarial VAEs—0
Learning long-term music representations via hierarchical contextual constraints—0
Learning Multi-Modal Brain Tumor Segmentation from Privileged Semi-Paired MRI Images with Curriculum Disentanglement Learning—0
An Identifiable Double VAE For Disentangled Representations—0
Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing—0
Learning Robust Representation for Joint Grading of Ophthalmic Diseases via Adaptive Curriculum and Feature Disentanglement—0
Learning Shape Representations for Clothing Variations in Person Re-Identification—0
Learning Source Disentanglement in Neural Audio Codec—0
Learning Sparse Disentangled Representations for Multimodal Exclusion Retrieval—0
Learning Sparse Latent Representations with the Deep Copula Information Bottleneck—0
Learning Speaker-Invariant Visual Features for Lipreading—0
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