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Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions

10 February 2021

Papers citing "Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions"

50 / 224 papers shown

Title
Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning Chuangtao Chen Qinglin Zhao Mengchu Zhou Dusit Niyato Zhimin He Haozhen Situ DiffM 235 0 0 01 Jul 2025
Discrete Diffusion in Large Language and Multimodal Models: A Survey Runpeng Yu Qi Li Xinchao Wang DiffM AI4CE 61 0 0 16 Jun 2025
PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design Zhenqiao Song Tiaoxiao Li Lei Li Martin Renqiang Min 26 0 0 13 Jun 2025
Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Yuqi Shen Fengyang Xiao Sujie Hu Youwei Pang Yifan Pu Chengyu Fang Xiu Li Chunming He 108 0 0 12 Jun 2025
The Diffusion Duality Subham S. Sahoo Justin Deschenaux Aaron Gokaslan Guanghan Wang Justin T Chiu Volodymyr Kuleshov DiffM 140 4 0 12 Jun 2025
A Study on Individual Spatiotemporal Activity Generation Method Using MCP-Enhanced Chain-of-Thought Large Language Models Yu Zhang Yang Hu D. B. Wang LRM 119 0 0 12 Jun 2025
Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach Haoxuan Chen Yinuo Ren Martin Renqiang Min Lexing Ying Zachary Izzo DiffM MedIm 90 2 0 04 Jun 2025
Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models Yuchen Liang Renxiang Huang Lifeng Lai Ness B. Shroff Yingbin Liang 47 0 0 02 Jun 2025
DLM-One: Diffusion Language Models for One-Step Sequence Generation Tianqi Chen Shujian Zhang Mingyuan Zhou 46 0 0 30 May 2025
Diffusion-Based Generative Models for 3D Occupancy Prediction in Autonomous Driving Y. Wang Yicheng Liu Tianyuan Yuan Yucheng Mao Yingshi Liang Xiuyu Yang Honggang Zhang DiffM 48 0 0 29 May 2025
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding Chengyue Wu Hao Zhang Shuchen Xue Zhijian Liu Shizhe Diao Ligeng Zhu Ping Luo Song Han Enze Xie 57 0 0 28 May 2025
Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes Bocheng Li Zhujin Gao Linli Xu DiffM 42 0 0 28 May 2025
FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities Jin Wang Yao Lai Aoxue Li Shifeng Zhang Jiacheng Sun Ning Kang Chengyue Wu Zhenguo Li Ping Luo 78 2 0 26 May 2025
Discrete Markov Bridge Hengli Li Yuxuan Wang Song-Chun Zhu Ying Nian Wu Zilong Zheng DiffM 73 0 0 26 May 2025
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models Fengqi Zhu Rongzhen Wang Shen Nie Xiaolu Zhang Chunwei Wu ... Jun Zhou Jianfei Chen Yankai Lin Ji-Rong Wen Chongxuan Li 199 2 0 25 May 2025
Smoothie: Smoothing Diffusion on Token Embeddings for Text Generation Alexander Shabalin Viacheslav Meshchaninov Dmitry Vetrov 51 0 0 24 May 2025
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models Alessandro Favero Antonio Sclocchi Matthieu Wyart DiffM 81 0 0 22 May 2025
Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding Runpeng Yu Xinyin Ma Xinchao Wang MLLM 121 2 0 22 May 2025
Joint Relational Database Generation via Graph-Conditional Diffusion Models Mohamed Amine Ketata David Lüdke Leo Schwinn Stephan Günnemann DiffM 51 0 0 22 May 2025
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning Zebin You Shen Nie Xiaolu Zhang Jun Hu Jun Zhou Zhiwu Lu J. Wen Chongxuan Li MLLM VLM 114 2 0 22 May 2025
Learning Flexible Forward Trajectories for Masked Molecular Diffusion Hyunjin Seo Taewon Kim Sihyun Yu SungSoo Ahn DiffM AI4CE 185 0 0 22 May 2025
dKV-Cache: The Cache for Diffusion Language Models Xinyin Ma Runpeng Yu Gongfan Fang Xinchao Wang DiffM 106 3 0 21 May 2025
MMaDA: Multimodal Large Diffusion Language Models Ling Yang Ye Tian Bowen Li Xinchen Zhang Ke Shen Yunhai Tong Mengdi Wang VLM LRM 155 6 0 21 May 2025
AbFlowNet: Optimizing Antibody-Antigen Binding Energy via Diffusion-GFlowNet Fusion Abrar Rahman Abir Haz Sameen Shahgir Md Rownok Zahan Ratul Md Toki Tahmid Greg Ver Steeg Yue Dong 97 0 0 18 May 2025
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models Zemin Huang Zhiyang Chen Zijun Wang Tiancheng Li Guo-Jun Qi DiffM LRM AI4CE 108 2 0 15 May 2025
Guide your favorite protein sequence generative model Junhao Xiong Hunter Nisonoff Maria Lukarska Ishan Gaur Luke M. Oltrogge David F. Savage Jennifer Listgarten DiffM 249 2 0 07 May 2025
Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling Javier E. Santos Agnese Marcato Roman Colman Nicholas Lubbers Yen Ting Lin 216 0 0 03 May 2025
DDPS: Discrete Diffusion Posterior Sampling for Paths in Layered Graphs Hao Luan See-Kiong Ng Chun Kai Ling 106 1 0 29 Apr 2025
Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Ruixiang Zhang Shuangfei Zhai Yizhe Zhang James Thornton Zijing Ou Joshua M. Susskind Navdeep Jaitly DiffM 98 3 0 23 Apr 2025
Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Vaishnavh Nagarajan Chen Henry Wu Charles Ding Aditi Raghunathan 126 0 0 21 Apr 2025
$α$ -Flow: A Unified Framework for Continuous-State Discrete Flow Matching Models Chaoran Cheng Jiahan Li Jiajun Fan Ge Liu 62 0 0 14 Apr 2025
Diffusion Transformers for Tabular Data Time Series Generation Fabrizio Garuti E. Sangineto Simone Luetto L. Forni Rita Cucchiara 235 0 0 10 Apr 2025
Multi-fidelity Parameter Estimation Using Conditional Diffusion Models Caroline Tatsuoka Minglei Yang Dongbin Xiu Guannan Zhang DiffM 125 2 0 02 Apr 2025
Unified Multimodal Discrete Diffusion Alexander Swerdlow Mihir Prabhudesai Siddharth Gandhi Deepak Pathak Katerina Fragkiadaki DiffM 133 8 0 26 Mar 2025
An Image-like Diffusion Method for Human-Object Interaction Detection Xiaofei Hui Haoxuan Qu Hossein Rahmani Jun Liu DiffM 128 0 0 23 Mar 2025
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models Marianne Arriola Aaron Gokaslan Justin T Chiu Zhihan Yang Zhixuan Qi Jiaqi Han Subham Sekhar Sahoo Volodymyr Kuleshov DiffM 284 25 0 12 Mar 2025
Effective and Efficient Masked Image Generation Models Zebin You Jingyang Ou Xiaolu Zhang Jun Hu Jun Zhou Chongxuan Li DiffM VLM 120 3 0 10 Mar 2025
Efficient Distillation of Classifier-Free Guidance using Adapters Cristian Perez Jensen Seyedmorteza Sadat 96 1 0 10 Mar 2025
Deep Robust Reversible Watermarking Jiale Chen Wei Wang Chongyang Shi Li Dong Yuanman Li Xiping Hu 70 0 0 04 Mar 2025
Molecule Generation for Target Protein Binding with Hierarchical Consistency Diffusion Model Ge Li Chenran Jiang Ziqi Gao Yu Liu Chenyang Liu Jiean Chen Yong Huang Jia Li 86 0 0 02 Mar 2025
Periodic Materials Generation using Text-Guided Joint Diffusion Model Kishalay Das Subhojyoti Khastagir Pawan Goyal Seung-Cheol Lee S. Bhattacharjee Niloy Ganguly DiffM 68 2 0 01 Mar 2025
Implicit Search via Discrete Diffusion: A Study on Chess Jiacheng Ye Zhenyu Wu Jiahui Gao Zhiyong Wu Xin Jiang Zhiyu Li Dianbo Sui DiffM 107 4 0 27 Feb 2025
EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models Che Hyun Lee Heeseung Kim Jiheum Yeom Sungroh Yoon DiffM 132 1 0 27 Feb 2025
A Dual-Purpose Framework for Backdoor Defense and Backdoor Amplification in Diffusion Models Vu Tuan Truong Long Bao Le DiffM AAML 574 0 0 26 Feb 2025
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions Zhong Li Qi Huang Lincen Yang Jiayang Shi Zhao Yang Niki van Stein Thomas Bäck M. Leeuwen DiffM 122 0 0 24 Feb 2025
How Compositional Generalization and Creativity Improve as Diffusion Models are Trained Alessandro Favero Antonio Sclocchi Francesco Cagnetta Pascal Frossard Matthieu Wyart DiffM CoGe 131 6 0 17 Feb 2025
Training-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models Yingqing Guo Yukang Yang Hui Yuan Mengdi Wang 96 3 0 17 Feb 2025
Large Language Diffusion Models Shen Nie Fengqi Zhu Zebin You Xiaolu Zhang Jingyang Ou Jun Hu Jun Zhou Yankai Lin Ji-Rong Wen Chongxuan Li 293 55 0 14 Feb 2025
Generating 3D Binding Molecules Using Shape-Conditioned Diffusion Models with Guidance Ziqi Chen Bo Peng Tianhua Zhai Daniel Adu-Ampratwum Xia Ning 157 1 0 09 Feb 2025
Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization Yang Li Jinpei Guo Runzhong Wang H. Zha Junchi Yan 185 11 0 05 Feb 2025