Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning

8 August 2022

Papers citing "Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning"

50 / 67 papers shown

Title
CHD: Coupled Hierarchical Diffusion for Long-Horizon Tasks Ce Hao Anxing Xiao Zhiwei Xue Harold Soh 49 0 0 12 May 2025
Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation Map Alessandro Simoni Francesco Pelosin 51 0 0 06 May 2025
ProtPainter: Draw or Drag Protein via Topology-guided Diffusion Zhengxi Lu Shizhuo Cheng Yuru Jiang Yan Zhang M. Zhang DiffM 39 0 0 19 Apr 2025
FLOWR: Flow Matching for Structure-Aware De Novo, Interaction- and Fragment-Based Ligand Generation Julian Cremer Ross Irwin Alessandro Tibot J. Janet Simon Olsson Djork-Arné Clevert 35 0 0 14 Apr 2025
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models Marianne Arriola Aaron Gokaslan Justin T Chiu Zhihan Yang Zhixuan Qi Jiaqi Han S. Sahoo Volodymyr Kuleshov DiffM 75 5 0 12 Mar 2025
Large Language Diffusion Models Shen Nie Fengqi Zhu Zebin You Xiaolu Zhang Jingyang Ou Jun Hu Jun Zhou Yankai Lin Zhicheng Dou Chongxuan Li 112 17 0 14 Feb 2025
Theoretical Benefit and Limitation of Diffusion Language Model Guhao Feng Yihan Geng Jian Guan Wei Wu Liwei Wang Di He DiffM 55 0 0 13 Feb 2025
Regularized Langevin Dynamics for Combinatorial Optimization Shengyu Feng Yiming Yang 73 0 0 01 Feb 2025
Simplified and Generalized Masked Diffusion for Discrete Data Jiaxin Shi Kehang Han Zehao Wang Arnaud Doucet Michalis K. Titsias DiffM 85 63 0 17 Jan 2025
Multi-subject Open-set Personalization in Video Generation Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Yuwei Fang Kwot Sin Lee Ivan Skorokhodov Kfir Aberman Jun-Yan Zhu Ming Yang Sergey Tulyakov DiffM VGen 69 7 0 10 Jan 2025
VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction Khai Phan Tran Wen Hua Xue Li SyDa 93 0 0 18 Dec 2024
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation M. Valiuddin R. V. Sloun C.G.A. Viviers Peter H. N. de With Fons van der Sommen UQCV 91 1 0 25 Nov 2024
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Justin Deschenaux Çağlar Gülçehre 47 2 0 28 Oct 2024
Scaling up Masked Diffusion Models on Text Shen Nie Fengqi Zhu Chao Du Tianyu Pang Qian Liu Guangtao Zeng Min-Bin Lin Chongxuan Li AI4CE 55 14 0 24 Oct 2024
Prioritized Generative Replay Renhao Wang Kevin Frans Pieter Abbeel Sergey Levine Alexei A. Efros OnRL DiffM 114 2 0 23 Oct 2024
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning Jiacheng Ye Jiahui Gao Shansan Gong Lin Zheng Xin Jiang Zhiyu Li Lingpeng Kong DiffM LRM 57 15 0 18 Oct 2024
VideoAgent: Self-Improving Video Generation Achint Soni Sreyas Venkataraman Abhranil Chandra Sebastian Fischmeister Percy Liang Bo Dai Sherry Yang LM&Ro VGen 58 7 0 14 Oct 2024
Think While You Generate: Discrete Diffusion with Planned Denoising Sulin Liu Juno Nam Andrew Campbell Hannes Stärk Yilun Xu Tommi Jaakkola Rafael Gómez-Bombarelli DiffM 48 6 0 08 Oct 2024
Discrete Copula Diffusion Guy Van den Broeck Oliver Broadrick Mathias Niepert Mathias Niepert DiffM 59 4 0 02 Oct 2024
A Simple but Strong Baseline for Sounding Video Generation: Effective Adaptation of Audio and Video Diffusion Models for Joint Generation Masato Ishii Akio Hayakawa Takashi Shibuya Yuki Mitsufuji VGen DiffM 68 4 0 26 Sep 2024
Diff3DETR:Agent-based Diffusion Model for Semi-supervised 3D Object Detection Sachin Pathiyan Cherumanal Jiahao Lu Damiano Spina DiffM 22 4 0 01 Aug 2024
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data Jingyang Ou Shen Nie Kaiwen Xue Fengqi Zhu Jiacheng Sun Zhenguo Li Chongxuan Li DiffM 41 29 0 06 Jun 2024
Ouroboros3D: Image-to-3D Generation via 3D-aware Recursive Diffusion Hao Wen Zehuan Huang Yaohui Wang Xinyuan Chen Yu Qiao 105 7 0 05 Jun 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 63 31 0 03 Jun 2024
Categorical Flow Matching on Statistical Manifolds Chaoran Cheng Jiahan Li Jian-wei Peng Ge Liu 61 10 0 26 May 2024
ParamReL: Learning Parameter Space Representation via Progressively Encoding Bayesian Flow Networks Zhangkai Wu Xuhui Fan Jin Li Zhilin Zhao Hui Chen LongBing Cao 52 2 0 24 May 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation Aysim Toker Marvin Eisenberger Daniel Cremers Laura Leal-Taixé DiffM 32 20 0 25 Mar 2024
A Comprehensive Survey of 3D Dense Captioning: Localizing and Describing Objects in 3D Scenes Ting Yu Xiaojun Lin Shuhui Wang Weiguo Sheng Qingming Huang Jun-chen Yu 3DV 54 10 0 12 Mar 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting Wouter Van Gansbeke Bert De Brabandere DiffM 46 11 0 18 Jan 2024
Towards Joint Sequence-Structure Generation of Nucleic Acid and Protein Complexes with SE(3)-Discrete Diffusion Alex Morehead Jeffrey A. Ruffolo Aadyot Bhatnagar Ali Madani DiffM 24 9 0 21 Dec 2023
Continuous Diffusion for Mixed-Type Tabular Data Markus Mueller Kathrin Gruber Dennis Fok DiffM 53 5 0 16 Dec 2023
Photorealistic Video Generation with Diffusion Models Agrim Gupta Lijun Yu Kihyuk Sohn Xiuye Gu Meera Hahn Fei-Fei Li Irfan Essa Lu Jiang José Lezama VGen 59 177 0 11 Dec 2023
Diffusion for Natural Image Matting Yihan Hu Yiheng Lin Wei Wang Yao-Min Zhao Yunchao Wei Humphrey Shi 28 7 0 10 Dec 2023
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 34 15 0 23 Nov 2023
InfoDiffusion: Information Entropy Aware Diffusion Process for Non-Autoregressive Text Generation Renzhi Wang Jing Li Piji Li DiffM 35 2 0 18 Oct 2023
Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes Gehua (Marcus) Ma Runhao Jiang Rui Yan Huajin Tang AI4TS 42 6 0 21 Jun 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 33 78 0 02 Jun 2023
Likelihood-Based Diffusion Language Models Ishaan Gulrajani Tatsunori B. Hashimoto DiffM 29 51 0 30 May 2023
Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation Han Huang Leilei Sun Bowen Du Weifeng Lv DiffM 29 16 0 21 May 2023
DiffCap: Exploring Continuous Diffusion on Image Captioning Yufeng He Zefan Cai Xu Gan Baobao Chang DiffM 31 5 0 20 May 2023
DiffuSIA: A Spiral Interaction Architecture for Encoder-Decoder Text Diffusion Chao-Hong Tan Jia-Chen Gu Zhen-Hua Ling DiffM 35 0 0 19 May 2023
TESS: Text-to-Text Self-Conditioned Simplex Diffusion Rabeeh Karimi Mahabadi Hamish Ivison Jaesung Tae James Henderson Iz Beltagy Matthew E. Peters Arman Cohan 34 20 0 15 May 2023
Locally Attentional SDF Diffusion for Controllable 3D Shape Generation Xin-Yang Zheng Hao Pan Peng-Shuai Wang Xin Tong Yang Liu H. Shum 48 126 0 08 May 2023
ChiroDiff: Modelling chirographic data with Diffusion Models Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song DiffM 32 10 0 07 Apr 2023
DDP: Diffusion Model for Dense Visual Prediction Yuanfeng Ji Zhe Chen Enze Xie Lanqing Hong Xihui Liu Zhaoqiang Liu Tong Lu Zhenguo Li Ping Luo DiffM VLM 47 130 0 30 Mar 2023
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion Sauradip Nag Xiatian Zhu Jiankang Deng Yi-Zhe Song Tao Xiang DiffM VGen 41 21 0 27 Mar 2023
DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization Zhiqing Sun Yiming Yang DiffM 33 121 0 16 Feb 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 41 57 0 11 Feb 2023
Latent Diffusion for Language Generation Justin Lovelace Varsha Kishore Chao-gang Wan Eliot Shekhtman Kilian Q. Weinberger DiffM 24 71 0 19 Dec 2022
Empowering Diffusion Models on the Embedding Space for Text Generation Zhujin Gao Junliang Guo Xuejiao Tan Yongxin Zhu Fang Zhang Jiang Bian Linli Xu DiffM 27 15 0 19 Dec 2022