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2025
Mercury: Ultra-Fast Language Models Based on Diffusion
Samar Khanna
Siddhant Kharbanda
Shufan Li
Harshit Varma
Eric Wang
+7 More
LaViDa: A Large Diffusion Language Model for Multimodal Understanding
Konstantinos Kallidromitis
Hritik Bansal
Akash Gokul
Yusuke Kato
+5 More
d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning
Siyan Zhao
Devaansh Gupta
Qinqing Zheng
Aditya Grover
Remasking Discrete Diffusion Models with Inference-Time Scaling
Guanghan Wang
Yair Schiff
Subham Sekhar Sahoo
Volodymyr Kuleshov
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
Marianne Arriola
Aaron Gokaslan
Zhihan Yang
Justin T. Chiu
Zhixuan Qi
+3 More
2024
Simple and Effective Masked Diffusion Language Models
Edgar Marroquin
Simple Guidance Mechanisms for Discrete Diffusion Models
Hao Phung
Alexander Rush
+1 More
2023
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
Aaron Lou
Chenlin Meng
Stefano Ermon
2020
Score-Based Generative Modeling through Stochastic Differential Equations
Yang Song
Jascha Sohl-Dickstein
Diederik P. Kingma
Abhishek Kumar
2019
Generative Modeling by Estimating Gradients of the Data Distribution
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