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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 901–925 of 1854 papers

TitleStatusHype
IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction—0
iEmoTTS: Toward Robust Cross-Speaker Emotion Transfer and Control for Speech Synthesis based on Disentanglement between Prosody and Timbre—0
Adapitch: Adaption Multi-Speaker Text-to-Speech Conditioned on Pitch Disentangling with Untranscribed Data—0
IF-MDM: Implicit Face Motion Diffusion Model for High-Fidelity Realtime Talking Head Generation—0
JEDI: The Force of Jensen-Shannon Divergence in Disentangling Diffusion Models—0
Image Denoising via Style Disentanglement—0
Image Disentanglement and Uncooperative Re-Entanglement for High-Fidelity Image-to-Image Translation—0
DSDRNet: Disentangling Representation and Reconstruct Network for Domain Generalization—0
DrFER: Learning Disentangled Representations for 3D Facial Expression Recognition—0
Image Sentiment Transfer—0
Controllable Face Aging—0
DreamLight: Towards Harmonious and Consistent Image Relighting—0
Controllable Data Generation Via Iterative Data-Property Mutual Mappings—0
Impact of Disentanglement on Pruning Neural Networks—0
DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition—0
Improved Disentanglement through Aggregated Convolutional Feature Maps—0
Improved Disentanglement through Learned Aggregation of Convolutional Feature Maps—0
Improved Neural Text Attribute Transfer with Non-parallel Data—0
ContriMix: Scalable stain color augmentation for domain generalization without domain labels in digital pathology—0
Contrastive Speaker Embedding With Sequential Disentanglement—0
Improving Editability in Image Generation with Layer-wise Memory—0
Audio-driven High-resolution Seamless Talking Head Video Editing via StyleGAN—0
Isolating authorship from content with semantic embeddings and contrastive learning—0
Improving multi-speaker TTS prosody variance with a residual encoder and normalizing flows—0
基於訊息回應配對相似度估計的聊天記錄解構 (Chatlog Disentanglement based on Similarity Evaluation Via Reply Message Pairs Prediction Task)—0
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