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Flow Network based Generative Models for Non-Iterative Diverse Candidate
  Generation

Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation

8 June 2021
Emmanuel Bengio
Moksh Jain
Maksym Korablyov
Doina Precup
Yoshua Bengio
ArXivPDFHTML

Papers citing "Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation"

50 / 223 papers shown
Title
Enhancing Solution Efficiency in Reinforcement Learning: Leveraging
  Sub-GFlowNet and Entropy Integration
Enhancing Solution Efficiency in Reinforcement Learning: Leveraging Sub-GFlowNet and Entropy Integration
Siyi He
36
0
0
01 Oct 2024
Possible principles for aligned structure learning agents
Possible principles for aligned structure learning agents
Lancelot Da Costa
Tomáš Gavenčiak
David Hyland
Mandana Samiei
Cristian Dragos-Manta
Candice Pattisapu
Adeel Razi
Karl J. Friston
36
1
0
30 Sep 2024
GFlowNet Pretraining with Inexpensive Rewards
GFlowNet Pretraining with Inexpensive Rewards
Mohit Pandey
G. Subbaraj
Emmanuel Bengio
AI4CE
52
4
0
15 Sep 2024
Iterated Energy-based Flow Matching for Sampling from Boltzmann
  Densities
Iterated Energy-based Flow Matching for Sampling from Boltzmann Densities
Dongyeop Woo
Sungsoo Ahn
41
5
0
29 Aug 2024
MetaGFN: Exploring Distant Modes with Adapted Metadynamics for Continuous GFlowNets
MetaGFN: Exploring Distant Modes with Adapted Metadynamics for Continuous GFlowNets
Dominic Phillips
F. Cipcigan
53
3
0
28 Aug 2024
EXPLAIN, AGREE, LEARN: Scaling Learning for Neural Probabilistic Logic
EXPLAIN, AGREE, LEARN: Scaling Learning for Neural Probabilistic Logic
Victor Verreet
Lennert De Smet
Luc de Raedt
Emanuele Sansone
35
0
0
15 Aug 2024
Multi-Agent Continuous Control with Generative Flow Networks
Multi-Agent Continuous Control with Generative Flow Networks
Shuang Luo
Yinchuan Li
Shunyu Liu
Xu Zhang
Yunfeng Shao
Chao Wu
AI4CE
32
2
0
13 Aug 2024
GFlowNet Training by Policy Gradients
GFlowNet Training by Policy Gradients
Puhua Niu
Shili Wu
Mingzhou Fan
Xiaoning Qian
91
3
0
12 Aug 2024
Cell Morphology-Guided Small Molecule Generation with GFlowNets
Cell Morphology-Guided Small Molecule Generation with GFlowNets
Stephen Zhewen Lu
Ziqing Lu
Ehsan Hajiramezanali
Tommaso Biancalani
Yoshua Bengio
Gabriele Scalia
Michał Koziarski
51
2
0
09 Aug 2024
SEAS: Self-Evolving Adversarial Safety Optimization for Large Language
  Models
SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models
Muxi Diao
Rumei Li
Shiyang Liu
Guogang Liao
Jingang Wang
Xunliang Cai
Weiran Xu
AAML
54
1
0
05 Aug 2024
ARCLE: The Abstraction and Reasoning Corpus Learning Environment for
  Reinforcement Learning
ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning
Hosung Lee
Sejin Kim
Seungpil Lee
Sanha Hwang
Jihwan Lee
Byung-Jun Lee
Sundong Kim
LRM
41
8
0
30 Jul 2024
Sensor Selection via GFlowNets: A Deep Generative Modeling Framework to
  Navigate Combinatorial Complexity
Sensor Selection via GFlowNets: A Deep Generative Modeling Framework to Navigate Combinatorial Complexity
Spilios Evmorfos
Zhaoyi Xu
Athina P. Petropulu
19
2
0
29 Jul 2024
Small Molecule Optimization with Large Language Models
Small Molecule Optimization with Large Language Models
Philipp Guevorguian
Menua Bedrosian
Tigran Fahradyan
Gayane Chilingaryan
Hrant Khachatrian
Armen Aghajanyan
42
1
0
26 Jul 2024
Reinforcement Learning for Sequence Design Leveraging Protein Language
  Models
Reinforcement Learning for Sequence Design Leveraging Protein Language Models
Jithendaraa Subramanian
Shivakanth Sujit
Niloy Irtisam
Umong Sain
Derek Nowrouzezahrai
Samira Ebrahimi Kahou
Riashat Islam
53
0
0
03 Jul 2024
On Generalization for Generative Flow Networks
On Generalization for Generative Flow Networks
Anas Krichel
Nikolay Malkin
Salem Lahlou
Yoshua Bengio
AI4CE
22
1
0
03 Jul 2024
Guided Trajectory Generation with Diffusion Models for Offline
  Model-based Optimization
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
Taeyoung Yun
Sujin Yun
Jaewoo Lee
Jinkyoo Park
OffRL
59
5
0
29 Jun 2024
RetroGFN: Diverse and Feasible Retrosynthesis using GFlowNets
RetroGFN: Diverse and Feasible Retrosynthesis using GFlowNets
Piotr Gaiñski
Michał Koziarski
Krzysztof Maziarz
Marwin H. S. Segler
Jacek Tabor
Marek Śmieja
57
3
0
26 Jun 2024
Improving GFlowNets with Monte Carlo Tree Search
Improving GFlowNets with Monte Carlo Tree Search
Nikita Morozov
D. Tiapkin
S. Samsonov
Alexey Naumov
Dmitry Vetrov
70
1
0
19 Jun 2024
A Benchmark for Maximum Cut: Towards Standardization of the Evaluation
  of Learned Heuristics for Combinatorial Optimization
A Benchmark for Maximum Cut: Towards Standardization of the Evaluation of Learned Heuristics for Combinatorial Optimization
Ankur Nath
Alan Kuhnle
CML
60
4
0
14 Jun 2024
Diagnosing and fixing common problems in Bayesian optimization for
  molecule design
Diagnosing and fixing common problems in Bayesian optimization for molecule design
Austin Tripp
José Miguel Hernández-Lobato
34
1
0
11 Jun 2024
Decoupling regularization from the action space
Decoupling regularization from the action space
Sobhan Mohammadpour
Emma Frejinger
Pierre-Luc Bacon
37
0
0
10 Jun 2024
Flow of Reasoning:Training LLMs for Divergent Problem Solving with Minimal Examples
Flow of Reasoning:Training LLMs for Divergent Problem Solving with Minimal Examples
Fangxu Yu
Lai Jiang
Haoqiang Kang
Shibo Hao
Lianhui Qin
LRM
AI4CE
103
5
0
09 Jun 2024
Baking Symmetry into GFlowNets
Baking Symmetry into GFlowNets
George Ma
Emmanuel Bengio
Yoshua Bengio
Dinghuai Zhang
54
8
0
08 Jun 2024
Embarrassingly Parallel GFlowNets
Embarrassingly Parallel GFlowNets
Tiago da Silva
Luiz Max Carvalho
Amauri Souza
Samuel Kaski
Diego Mesquita
44
1
0
05 Jun 2024
Using GNN property predictors as molecule generators
Using GNN property predictors as molecule generators
Felix Therrien
Edward H. Sargent
Oleksandr Voznyy
53
1
0
05 Jun 2024
Challenges and Considerations in the Evaluation of Bayesian Causal
  Discovery
Challenges and Considerations in the Evaluation of Bayesian Causal Discovery
Amir Mohammad Karimi Mamaghan
P. Tigas
Karl Henrik Johansson
Yarin Gal
Yashas Annadani
Stefan Bauer
CML
44
3
0
05 Jun 2024
Bifurcated Generative Flow Networks
Bifurcated Generative Flow Networks
Chunhui Li
Cheng-Hao Liu
Dianbo Liu
Qingpeng Cai
Ling Pan
92
2
0
04 Jun 2024
A Diffusion Model Framework for Unsupervised Neural Combinatorial
  Optimization
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization
Sebastian Sanokowski
Sepp Hochreiter
Sebastian Lehner
47
17
0
03 Jun 2024
Latent Logic Tree Extraction for Event Sequence Explanation from LLMs
Latent Logic Tree Extraction for Event Sequence Explanation from LLMs
Zitao Song
Chao Yang
Chaojie Wang
Bo An
Shuang Li
63
4
0
03 Jun 2024
Looking Backward: Retrospective Backward Synthesis for Goal-Conditioned GFlowNets
Looking Backward: Retrospective Backward Synthesis for Goal-Conditioned GFlowNets
Haoran He
C. Chang
Huazhe Xu
Ling Pan
91
6
0
03 Jun 2024
Improving GFlowNets for Text-to-Image Diffusion Alignment
Improving GFlowNets for Text-to-Image Diffusion Alignment
Dinghuai Zhang
Yizhe Zhang
Jiatao Gu
Ruixiang Zhang
J. Susskind
Navdeep Jaitly
Shuangfei Zhai
EGVM
98
9
0
02 Jun 2024
RGFN: Synthesizable Molecular Generation Using GFlowNets
RGFN: Synthesizable Molecular Generation Using GFlowNets
Michal Koziarski
Andrei Rekesh
Dmytro Shevchuk
A. V. D. Sloot
Piotr Gaiñski
Yoshua Bengio
Cheng-Hao Liu
Mike Tyers
Robert A. Batey
54
14
0
01 Jun 2024
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine
  Translation
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation
Gonccalo R. A. Faria
Sweta Agrawal
António Farinhas
Ricardo Rei
José G. C. de Souza
André F. T. Martins
26
4
0
28 May 2024
Learning diverse attacks on large language models for robust red-teaming and safety tuning
Learning diverse attacks on large language models for robust red-teaming and safety tuning
Seanie Lee
Minsu Kim
Lynn Cherif
David Dobre
Juho Lee
...
Kenji Kawaguchi
Gauthier Gidel
Yoshua Bengio
Nikolay Malkin
Moksh Jain
AAML
63
12
0
28 May 2024
Saturn: Sample-efficient Generative Molecular Design using Memory
  Manipulation
Saturn: Sample-efficient Generative Molecular Design using Memory Manipulation
Jeff Guo
Philippe Schwaller
Mamba
61
7
0
27 May 2024
Pessimistic Backward Policy for GFlowNets
Pessimistic Backward Policy for GFlowNets
Hyosoon Jang
Yunhui Jang
Minsu Kim
Jinkyoo Park
Sungsoo Ahn
59
4
0
25 May 2024
Generative AI for the Optimization of Next-Generation Wireless Networks:
  Basics, State-of-the-Art, and Open Challenges
Generative AI for the Optimization of Next-Generation Wireless Networks: Basics, State-of-the-Art, and Open Challenges
Fahime Khoramnejad
Ekram Hossain
42
7
0
22 May 2024
Ada-HGNN: Adaptive Sampling for Scalable Hypergraph Neural Networks
Ada-HGNN: Adaptive Sampling for Scalable Hypergraph Neural Networks
Shuai Wang
David W. Zhang
Jia-Hong Huang
S. Rudinac
Monika Kackovic
N. Wijnberg
M. Worring
36
1
0
22 May 2024
Generative flow induced neural architecture search: Towards discovering
  optimal architecture in wavelet neural operator
Generative flow induced neural architecture search: Towards discovering optimal architecture in wavelet neural operator
Hartej Soin
Tapas Tripura
Souvik Chakraborty
24
3
0
11 May 2024
Generative Active Learning for the Search of Small-molecule Protein
  Binders
Generative Active Learning for the Search of Small-molecule Protein Binders
Maksym Korablyov
Cheng-Hao Liu
Moksh Jain
A. V. D. Sloot
Eric Jolicoeur
...
Marwin H. S. Segler
Michael M. Bronstein
A. Marinier
Mike Tyers
Yoshua Bengio
29
4
0
02 May 2024
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
M. Cretu
Charles Harris
Julien Roy
Emmanuel Bengio
Pietro Lio
Bruno Correia
Julien Roy
Emmanuel Bengio
Pietro Liò
40
3
0
02 May 2024
Markov flow policy -- deep MC
Markov flow policy -- deep MC
Nitsan Soffair
Gilad Katz
36
0
0
01 May 2024
Towards DNA-Encoded Library Generation with GFlowNets
Towards DNA-Encoded Library Generation with GFlowNets
Michal Koziarski
Mohammed Abukalam
Vedant Shah
Louis Vaillancourt
Doris Alexandra Schuetz
Moksh Jain
A. V. D. Sloot
Mathieu Bourgey
A. Marinier
Yoshua Bengio
34
4
0
15 Apr 2024
Dynamic Backtracking in GFlowNets: Enhancing Decision Steps with
  Reward-Dependent Adjustment Mechanisms
Dynamic Backtracking in GFlowNets: Enhancing Decision Steps with Reward-Dependent Adjustment Mechanisms
Shuai Guo
Jielei Chu
Lei Zhu
Zhaoyu Li
Tianrui Li
AI4CE
45
2
0
08 Apr 2024
A Review of Modern Recommender Systems Using Generative Models
  (Gen-RecSys)
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)
Yashar Deldjoo
Zhankui He
Julian McAuley
Anton Korikov
Scott Sanner
Arnau Ramisa
René Vidal
M. Sathiamoorthy
Atoosa Kasirzadeh
Silvia Milano
VLM
33
41
0
31 Mar 2024
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
Minsu Kim
Sanghyeok Choi
Hyeon-Seob Kim
Jiwoo Son
Jinkyoo Park
Yoshua Bengio
48
24
0
11 Mar 2024
Curiosity-driven Red-teaming for Large Language Models
Curiosity-driven Red-teaming for Large Language Models
Zhang-Wei Hong
Idan Shenfeld
Tsun-Hsuan Wang
Yung-Sung Chuang
Aldo Pareja
James R. Glass
Akash Srivastava
Pulkit Agrawal
LRM
39
39
0
29 Feb 2024
Generative AI for Controllable Protein Sequence Design: A Survey
Generative AI for Controllable Protein Sequence Design: A Survey
Yiheng Zhu
Zitai Kong
Jialun Wu
Weize Liu
Yuqiang Han
Mingze Yin
Hongxia Xu
Chang-Yu Hsieh
Tingjun Hou
AI4CE
42
6
0
16 Feb 2024
Discrete Probabilistic Inference as Control in Multi-path Environments
Discrete Probabilistic Inference as Control in Multi-path Environments
T. Deleu
Padideh Nouri
Nikolay Malkin
Doina Precup
Yoshua Bengio
117
28
0
15 Feb 2024
QGFN: Controllable Greediness with Action Values
QGFN: Controllable Greediness with Action Values
Elaine Lau
Stephen Zhewen Lu
Ling Pan
Doina Precup
Emmanuel Bengio
111
12
0
07 Feb 2024
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