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discrete diffusion

36 papers

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Co-occurring keywords

diffusion model (3751) text generation (2913) discrete diffusion model (13) non-autoregressive generation (72) generative model (2892) image generation (2073) conditional generation (283) language generation (163) classifier guidance (26) masked language modeling (316)

Papers

SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding ACL 2026
DICE: Discrete Inversion Enabling Controllable Editing for Masked Generative Models WACV 2026
Principled Self-Correction in Discrete Diffusion: A UCB-Guided Framework for Text Generation EACL 2026
Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion NAACL 2025
Large Scene Generation with Cube-Absorb Discrete Diffusion ICCV 2025
Conditional [MASK] Discrete Diffusion Language Model EMNLP 2025
ShapeMorph: 3D Shape Completion via Blockwise Discrete Diffusion WACV 2025
Flexible-length Text Infilling for Discrete Diffusion Models EMNLP 2025
Unified Discrete Diffusion for Categorical Data JMLR 2025
Discrete Diffusion Language Model for Efficient Text Summarization NAACL 2025
Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes ACL 2025
Generative or Discriminative? Revisiting Text Classification in the Era of Transformers EMNLP 2025
Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens CVPR 2025
Dub-S2ST: Textless Speech-to-Speech Translation for Seamless Dubbing EMNLP 2025
Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation EACL 2024
G2P-DDM: Generating Sign Pose Sequence from Gloss Sequence with Discrete Diffusion Model AAAI 2024
Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training NIPS 2024
Discrete Modeling via Boundary Conditional Diffusion Processes NIPS 2024
Cross-Modality Diffusion Modeling and Sampling for Speech Recognition INTERSPEECH 2024
TSU HITS’s Submissions to the WMT 2024 General Machine Translation Shared Task EMNLP 2024
Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image NIPS 2024
Discrete Flow Matching NIPS 2024
Simple and Effective Masked Diffusion Language Models NIPS 2024
DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation EMNLP 2023
LayoutDM: Discrete Diffusion Model for Controllable Layout Generation CVPR 2023