A General Framework for Inference-time Scaling and Steering of Diffusion Models

A General Framework for Inference-time Scaling and Steering of Diffusion Models

17 January 2025

Zachary Horvitz

Kathleen McKeown

Rajesh Ranganath

Papers citing "A General Framework for Inference-time Scaling and Steering of Diffusion Models"

9 / 9 papers shown

Title
Guide your favorite protein sequence generative model Junhao Xiong Hunter Nisonoff Ishan Gaur Jennifer Listgarten DiffM 40 0 0 07 May 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 25 0 0 23 Apr 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning Le Zhuo Liangbing Zhao Sayak Paul Yue Liao Renrui Zhang Yi Xin Peng Gao Mohamed Elhoseiny H. Li VLM 63 0 0 22 Apr 2025
Diffusion Distillation With Direct Preference Optimization For Efficient 3D LiDAR Scene Completion An Zhao Shengyuan Zhang Ling Yang Z. Li Jiale Wu Haoran Xu AnYang Wei Perry Pengyun GU Lingyun Sun 14 0 0 15 Apr 2025
SPICE: A Synergistic, Precise, Iterative, and Customizable Image Editing Workflow Kenan Tang Yanhong Li Yao Qin DiffM 29 0 0 13 Apr 2025
ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos Haolin Yang Feilong Tang Ming Hu Yulong Li Junjie Guo Yexin Liu Zelin Peng Junjun He Zongyuan Ge VGen DiffM 92 0 0 20 Mar 2025
SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric Steering Byeongjun Park Hyojun Go Hyelin Nam Byung-Hoon Kim Hyungjin Chung Changick Kim VGen LLMSV 44 1 0 15 Mar 2025
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection Shufan Li Konstantinos Kallidromitis Akash Gokul Arsh Koneru Yusuke Kato Kazuki Kozuka Aditya Grover VLM 54 1 0 15 Mar 2025
Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods Oussama Zekri Nicolas Boullé DiffM 47 2 0 03 Feb 2025