ICML 2023 Workshop DeployableGenerativeAI Submissions

Differentially Private Generation of High Fidelity Samples From Diffusion Models
Vikash Sehwag, Ashwinee Panda, Ashwini Pokle, Xinyu Tang, Saeed Mahloujifar, Mung Chiang, J Zico Kolter, Prateek Mittal
- Published: 23 Jun 2023, Last Modified: 09 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models
Sanghyun Kim, Seohyeon Jung, Balhae Kim, Moonseok Choi, Jinwoo Shin, Juho Lee
- Published: 23 Jun 2023, Last Modified: 12 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios
Vinicius G. Goecks, Nicholas R Waytowich
- Published: 23 Jun 2023, Last Modified: 29 Jun 2023
- DeployableGenerativeAI
- Readers: Everyone
Identifying Implicit Social Biases in Vision-Language Models
Kimia Hamidieh, Haoran Zhang, Thomas Hartvigsen, Marzyeh Ghassemi
- Published: 23 Jun 2023, Last Modified: 15 Dec 2023
- DeployableGenerativeAI
- Readers: Everyone
Analyzing Chain-of-Thought Prompting in Large Language Models via Gradient-based Feature Attributions
Skyler Wu, Eric Meng Shen, Charumathi Badrinath, Jiaqi Ma, Himabindu Lakkaraju
- Published: 23 Jun 2023, Last Modified: 07 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
A Demand-Driven Perspective on Generative Audio AI
Sangshin Oh, Minsung Kang, Hyeongi Moon, Keunwoo Choi, Ben Sangbae Chon
- Published: 23 Jun 2023, Last Modified: 21 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Predicting Task Forgetting in Large Language Models
Anat Kleiman, Jonathan Frankle, Sham M. Kakade, Mansheej Paul
- Published: 23 Jun 2023, Last Modified: 09 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Understanding Data Replication in Diffusion Models
Gowthami Somepalli, Vasu Singla, Micah Goldblum, Jonas Geiping, Tom Goldstein
- Published: 23 Jun 2023, Last Modified: 12 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
AutoBiasTest: Controllable Test Sentence Generation for Open-Ended Social Bias Testing in Language Models at Scale
Rafal Dariusz Kocielnik, Shrimai Prabhumoye, Vivian L Zhang, R. Michael Alvarez, Anima Anandkumar
- Published: 23 Jun 2023, Last Modified: 21 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Word-Level Explanations for Analyzing Bias in Text-to-Image Models
Alexander Lin, Lucas Monteiro Paes, Sree Harsha Tanneru, Suraj Srinivas, Himabindu Lakkaraju
- Published: 23 Jun 2023, Last Modified: 15 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Squeezing Large-Scale Diffusion Models for Mobile
Jiwoong Choi, Minkyu Kim, Daehyun Ahn, Taesu Kim, Yulhwa Kim, Dongwon Jo, Hyesung Jeon, jae-joon kim, Hyungjun Kim
- Published: 23 Jun 2023, Last Modified: 03 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
MargCTGAN: A ``Marginally'' Better CTGAN for the Low Sample Regime
Tejumade Afonja, Dingfan Chen, Mario Fritz
- Published: 23 Jun 2023, Last Modified: 03 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
On the Challenges of Deploying Privacy-Preserving Synthetic Data in the Enterprise
Lauren Arthur, Jason Costello, Jonathan Hardy, Will O’Brien, James Rea, Gareth Rees, Georgi Ganev
- Published: 23 Jun 2023, Last Modified: 09 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Neuro-Symbolic Models of Human Moral Judgment: LLMs as Automatic Feature Extractors
Joe Kwon, Sydney Levine, Joshua B. Tenenbaum
- Published: 23 Jun 2023, Last Modified: 10 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Tree Variational Autoencoders
Laura Manduchi, Moritz Vandenhirtz, Alain Ryser, Julia E Vogt
- Published: 23 Jun 2023, Last Modified: 01 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Mitigating Inappropriateness in Image Generation: Can there be Value in Reflecting the Worlds Ugliness?
Manuel Brack, Felix Friedrich, Patrick Schramowski, Kristian Kersting
- Published: 23 Jun 2023, Last Modified: 10 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
RustGen: An Augmentation Approach for Generating Compilable Rust Code with Large Language Models
Xingbo Wu, Nathanaël Cheriere, Cheng Zhang, Dushyanth Narayanan
- Published: 23 Jun 2023, Last Modified: 09 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
E3-VITS: Emotional End-to-End TTS with Cross-speaker Style Transfer
Wonbin Jung, Junhyeok Lee
- Published: 23 Jun 2023, Last Modified: 07 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Are Emergent Abilities of Large Language Models a Mirage?
Rylan Schaeffer, Brando Miranda, Sanmi Koyejo
- Published: 23 Jun 2023, Last Modified: 22 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Seeing Seeds Beyond Weeds: Green Teaming Generative AI for Beneficial Uses
Logan Stapleton, Jordan Taylor, Sarah Fox, Tongshuang Wu, Haiyi Zhu
- Published: 23 Jun 2023, Last Modified: 17 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Continual Learning for Forgetting in Deep Generative Models
Alvin Heng, Harold Soh
- Published: 23 Jun 2023, Last Modified: 03 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task
Maya Okawa, Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka
- Published: 23 Jun 2023, Last Modified: 10 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Functional Renyi Differential Privacy for Generative Modeling
Dihong Jiang, Sun Sun, Yaoliang Yu
- Published: 23 Jun 2023, Last Modified: 05 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
DP-LFlow: Differentially Private Latent Flow for Scalable Sensitive Image Generation
Dihong Jiang, Sun Sun
- Published: 23 Jun 2023, Last Modified: 05 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Chain-of-Thought Hub: A Continuous Effort to Measure Large Language Models’ Reasoning Performance
Yao Fu, Litu Ou, Yuhao Wan, Mingyu Chen, Hao Peng, Tushar Khot
- Published: 23 Jun 2023, Last Modified: 23 Jun 2023
- DeployableGenerativeAI
- Readers: Everyone