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2307.01850
Cited By
Self-Consuming Generative Models Go MAD
International Conference on Learning Representations (ICLR), 2023
4 July 2023
Sina Alemohammad
Josue Casco-Rodriguez
Lorenzo Luzi
Ahmed Imtiaz Humayun
Hossein Babaei
Daniel LeJeune
Ali Siahkoohi
Richard G. Baraniuk
WIGM
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HuggingFace (1 upvotes)
Papers citing
"Self-Consuming Generative Models Go MAD"
22 / 122 papers shown
Organic or Diffused: Can We Distinguish Human Art from AI-generated Images?
Conference on Computer and Communications Security (CCS), 2024
Anna Yoo Jeong Ha
Josephine Passananti
Ronik Bhaskar
Shawn Shan
Reid Southen
Haitao Zheng
Ben Y. Zhao
AAML
422
33
0
05 Feb 2024
On Catastrophic Inheritance of Large Foundation Models
Hao Chen
Bhiksha Raj
Xing Xie
Yongfeng Zhang
AI4CE
296
14
0
02 Feb 2024
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling
Pratyush Maini
Skyler Seto
Richard He Bai
David Grangier
Yizhe Zhang
Navdeep Jaitly
SyDa
245
106
0
29 Jan 2024
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Dennis Ulmer
Elman Mansimov
Kaixiang Lin
Justin Sun
Xibin Gao
Yi Zhang
LLMAG
233
37
0
10 Jan 2024
Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models
Alan Chan
Ben Bucknall
Herbie Bradley
David M. Krueger
248
7
0
22 Dec 2023
Adapt & Align: Continual Learning with Generative Models Latent Space Alignment
Kamil Deja
Bartosz Cywiński
Jan Rybarczyk
Tomasz Trzciñski
CLL
DRL
184
0
0
21 Dec 2023
InvertibleNetworks.jl: A Julia package for scalable normalizing flows
Rafael Orozco
Philipp A. Witte
M. Louboutin
Ali Siahkoohi
G. Rizzuti
Bas Peters
Felix J. Herrmann
197
10
0
20 Dec 2023
TinyGSM: achieving >80% on GSM8k with small language models
Bingbin Liu
Sébastien Bubeck
Ronen Eldan
Janardhan Kulkarni
Yuanzhi Li
Anh Nguyen
Rachel A. Ward
Yi Zhang
ALM
252
56
0
14 Dec 2023
Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop
Martin Briesch
Dominik Sobania
Franz Rothlauf
352
79
0
28 Nov 2023
Straighter Flow Matching via a Diffusion-Based Coupling Prior
Siyu Xing
Jie Cao
Huaibo Huang
Xiao-Yu Zhang
Xiao-Yu Zhang
293
4
0
28 Nov 2023
Nepotistically Trained Generative-AI Models Collapse
Matyáš Boháček
Hany Farid
337
27
0
20 Nov 2023
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text
Yanzhu Guo
Guokan Shang
Michalis Vazirgiannis
Chloé Clavel
430
97
0
16 Nov 2023
Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Weize Liu
Guocong Li
Kai Zhang
Bang Du
Qiyuan Chen
Xuming Hu
Hongxia Xu
Jintai Chen
Jian Wu
LRM
146
13
0
15 Nov 2023
LLMs may Dominate Information Access: Neural Retrievers are Biased Towards LLM-Generated Texts
Knowledge Discovery and Data Mining (KDD), 2023
Sunhao Dai
Yuqi Zhou
Liang Pang
Weihao Liu
Xiaolin Hu
Yong Liu
Xiao Zhang
Gang Wang
Jun Xu
270
6
0
31 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions
Junchao Wu
Shu Yang
Runzhe Zhan
Yulin Yuan
Yang Li
Lidia S. Chao
DeLMO
382
91
0
23 Oct 2023
On the Stability of Iterative Retraining of Generative Models on their own Data
International Conference on Learning Representations (ICLR), 2023
Quentin Bertrand
A. Bose
Alexandre Duplessis
Marco Jiralerspong
Gauthier Gidel
705
76
0
30 Sep 2023
Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking
Weitao Feng
Jiyan He
Jie Zhang
Tianwei Zhang
Wenbo Zhou
Weiming Zhang
Neng H. Yu
WIGM
211
10
0
12 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
Computational Linguistics (CL), 2023
Yue Zhang
Yafu Li
Leyang Cui
Deng Cai
Lemao Liu
...
Longyue Wang
Anh Tuan Luu
Freda Shi
Shuming Shi
Shuming Shi
LRM
RALM
HILM
719
817
0
03 Sep 2023
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook
International Journal of Computer Vision (IJCV), 2023
Mingyuan Fan
Chengyu Wang
Cen Chen
Yang Liu
Jun Huang
HILM
312
13
0
31 Jul 2023
Are Large Language Models a Threat to Digital Public Goods? Evidence from Activity on Stack Overflow
PNAS Nexus (PNAS Nexus), 2023
Maria del Rio-Chanona
Nadzeya Laurentsyeva
Johannes Wachs
ELM
126
46
0
14 Jul 2023
Human-AI Coevolution
Artificial Intelligence (AIJ), 2023
D. Pedreschi
Luca Pappalardo
Emanuele Ferragina
R. Baeza-Yates
Albert-László Barabási
...
Paul Lukowicz
A. Passarella
Alex Pentland
John Shawe-Taylor
Alessandro Vespignani
308
49
0
23 Jun 2023
Differentially Private Synthetic Data via Foundation Model APIs 1: Images
International Conference on Learning Representations (ICLR), 2023
Zinan Lin
Sivakanth Gopi
Janardhan Kulkarni
Harsha Nori
Sergey Yekhanin
676
55
0
24 May 2023
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