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2402.15194
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Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control
23 February 2024
Masatoshi Uehara
Yulai Zhao
Kevin Black
Ehsan Hajiramezanali
Gabriele Scalia
N. Diamant
Alex Tseng
Tommaso Biancalani
Sergey Levine
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Papers citing
"Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control"
12 / 62 papers shown
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization
Siyi Gu
Minkai Xu
Alexander Powers
Weili Nie
Tomas Geffner
Karsten Kreis
J. Leskovec
Arash Vahdat
Stefano Ermon
299
19
0
01 Jul 2024
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models
Sangwoong Yoon
Himchan Hwang
Dohyun Kwon
Yung-Kyun Noh
Frank C. Park
279
4
0
30 Jun 2024
Adding Conditional Control to Diffusion Models with Reinforcement Learning
Yulai Zhao
Masatoshi Uehara
Gabriele Scalia
Tommaso Biancalani
Sergey Levine
Ehsan Hajiramezanali
Ehsan Hajiramezanali
AI4CE
494
13
0
17 Jun 2024
Improving GFlowNets for Text-to-Image Diffusion Alignment
Dinghuai Zhang
Yizhe Zhang
Jiatao Gu
Ruixiang Zhang
J. Susskind
Navdeep Jaitly
Shuangfei Zhai
EGVM
333
19
0
02 Jun 2024
Amortizing intractable inference in diffusion models for vision, language, and control
S. Venkatraman
Moksh Jain
Luca Scimeca
Minsu Kim
Marcin Sendera
...
Alexandre Adam
Jarrid Rector-Brooks
Yoshua Bengio
Glen Berseth
Nikolay Malkin
406
52
0
31 May 2024
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models
Masatoshi Uehara
Yulai Zhao
Ehsan Hajiramezanali
Gabriele Scalia
Gökçen Eraslan
Avantika Lal
Sergey Levine
Tommaso Biancalani
411
24
0
30 May 2024
Gradient Guidance for Diffusion Models: An Optimization Perspective
Yingqing Guo
Hui Yuan
Yukang Yang
Minshuo Chen
Mengdi Wang
259
49
0
23 Apr 2024
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization
Minshuo Chen
Song Mei
Jianqing Fan
Mengdi Wang
VLM
MedIm
DiffM
303
82
0
11 Apr 2024
RL for Consistency Models: Faster Reward Guided Text-to-Image Generation
Owen Oertell
Jonathan D. Chang
Yiyi Zhang
Kianté Brantley
Wen Sun
EGVM
288
9
0
25 Mar 2024
Fine-tuning of diffusion models via stochastic control: entropy regularization and beyond
Wenpin Tang
Fuzhong Zhou
391
28
0
10 Mar 2024
Feedback Efficient Online Fine-Tuning of Diffusion Models
Masatoshi Uehara
Yulai Zhao
Kevin Black
Ehsan Hajiramezanali
Gabriele Scalia
N. Diamant
Alex Tseng
Sergey Levine
Tommaso Biancalani
380
40
0
26 Feb 2024
Score-based Diffusion Models via Stochastic Differential Equations -- a Technical Tutorial
Statistics Survey (Stat. Surv.), 2024
Wenpin Tang
Hanyang Zhao
DiffM
395
40
0
12 Feb 2024
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