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Diffusion Models

4,342 papers

Papers per year

Papers

Conditional [MASK] Discrete Diffusion Language Model EMNLP 2025
DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off EMNLP 2025
ICG: Improving Cover Image Generation via MLLM-based Prompting and Personalized Preference Alignment EMNLP 2025
R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation EMNLP 2025
SynC-LLM: Generation of Large-Scale Synthetic Circuit Code with Hierarchical Language Models EMNLP 2025
RRInf: Efficient Influence Function Estimation via Ridge Regression for Large Language Models and Text-to-Image Diffusion Models EMNLP 2025
Do It Yourself (DIY): Modifying Images for Poems in a Zero-Shot Setting Using Weighted Prompt Manipulation EMNLP 2025
Exploring Artificial Image Generation for Stance Detection EMNLP 2025
AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models EMNLP 2025
STRICT: Stress-Test of Rendering Image Containing Text EMNLP 2025
Koel-TTS: Enhancing LLM based Speech Generation with Preference Alignment and Classifier Free Guidance EMNLP 2025
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak EMNLP 2025
Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands EMNLP 2025
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance EMNLP 2025
HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education EMNLP 2025
RACCooN: Versatile Instructional Video Editing with Auto-Generated Narratives EMNLP 2025
Flexible-length Text Infilling for Discrete Diffusion Models EMNLP 2025
Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs EMNLP 2025
BRSpeech-DF: A Deep Fake Synthetic Speech Dataset for Portuguese Zero-Shot TTS EMNLP 2025
LAD: LoRA-Adapted Diffusion EMNLP 2025
Generating Fine Details of Entity Interactions EMNLP 2025
HierDiffuse: Progressive Diffusion for Robust Interest Fusion in CTR Prediction EMNLP 2025
Evaluation of Text-to-Image Generation from a Creativity Perspective EMNLP 2025
LEAF: Large Language Diffusion Model for Time Series Forecasting EMNLP 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion EMNLP 2025