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Papers
A Semantically Disentangled Unified Model for Multi-category 3D Anomaly Detection
CVPR 2026
ProtSAE: Disentangling and Interpreting Protein Language Models via Semantically-Guided Sparse Autoencoders
AAAI 2026
SAR-DisentDM: A Semantic-Disentangled Diffusion Model for Limited-Data SAR Image Synthesis
AAAI 2026
Addressing Text Embedding Leakage in Diffusion-based Image Editing
ICCV 2025
Counterfactual Knowledge Maintenance for Unsupervised Domain Adaptation
IJCAI 2025
LangVAE and LangSpace: Building and Probing for Language Model VAEs
EMNLP 2025
Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement
ICCV 2025
Universal Semantic Disentangled Privacy-preserving Speech Representation Learning
Interspeech 2025
Improving Implicit Discourse Relation Recognition with Semantics Confrontation
COLING 2024
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks
ACL 2024
One-Shot Structure-Aware Stylized Image Synthesis
CVPR 2024
SDGAN: Disentangling Semantic Manipulation for Facial Attribute Editing
AAAI 2024
FEditNet: Few-Shot Editing of Latent Semantics in GAN Spaces
AAAI 2023
Scene Graph to Image Synthesis via Knowledge Consensus
AAAI 2023
Fine-grained Multi-lingual Disentangled Autoencoder for Language-agnostic Representation Learning
EMNLP 2022
Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations
CVPR 2022
High-Resolution Face Swapping via Latent Semantics Disentanglement
CVPR 2022
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension
ACL 2022
Unsupervised Opinion Summarisation in the Wasserstein Space
EMNLP 2022
Learning Semantic-aware Normalization for Generative Adversarial Networks
NeurIPS 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations
EMNLP 2020
Weakly-Supervised Reinforcement Learning for Controllable Behavior
NeurIPS 2020
A Prism Module for Semantic Disentanglement in Name Entity Recognition
ACL 2019