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ICML 2023 Workshop DeployableGenerativeAI Submissions

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A comparison of diffusion models and CycleGANs for virtual staining of slide-free microscopy images
Tanishq Mathew Abraham, Richard Levenson
- Published: 23 Jun 2023, Last Modified: 10 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Temporal Attention Bottleneck is informative? Interpretability through Disentangled Generative Representations for Energy Time Series Disaggregation
Khalid Oublal, Said Ladjal, David Benhaiem, Emmanuel le-borgne, François Roueff
- Published: 23 Jun 2023, Last Modified: 18 Dec 2023
- DeployableGenerativeAI
- Readers: Everyone
Conditional Diffusion Replay for Continual Learning in Medical Settings
Yewon Byun, Saurabh Garg, Sanket Vaibhav Mehta, Praveer Singh, Jayashree Kalpathy-cramer, Bryan Wilder, Zachary Chase Lipton
- Published: 23 Jun 2023, Last Modified: 22 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Deep Generative Clustering with Multimodal Variational Autoencoders
Emanuele Palumbo, Sonia Laguna, Daphné Chopard, Julia E Vogt
- Published: 23 Jun 2023, Last Modified: 17 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Do Users Write More Insecure Code with AI Assistants?
Neil Perry, Megha Srivastava, Deepak Kumar, Dan Boneh
- Published: 23 Jun 2023, Last Modified: 10 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Risk-Aware Image Generation by Estimating and Propagating Uncertainty
Alejandro Perez, Iaroslav Elistratov, Fynn Schmitt-Ulms, Ege Demir, Sadhana Lolla, Elaheh Ahmadi, Daniela Rus, Alexander Amini
- Published: 23 Jun 2023, Last Modified: 21 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Answering Causal Questions with Augmented LLMs
Nick Pawlowski, James Vaughan, Joel Jennings, Cheng Zhang
- Published: 23 Jun 2023, Last Modified: 13 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Circuit Breaking: Removing Model Behaviors with Targeted Ablation
Maximilian Li, Xander Davies, Max Nadeau
- Published: 23 Jun 2023, Last Modified: 14 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
LLM-Based Aspect Augmentations for Recommendation Systems
Reza Yousefi Maragheh, LALITESH MORISHETTI, Ramin Giahi, Kaushiki Nag, Jianpeng Xu, Jason Cho, Evren Korpeoglu, Sushant Kumar, Kannan Achan
- Published: 23 Jun 2023, Last Modified: 10 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Can Public Large Language Models Help Private Cross-device Federated Learning?
Boxin Wang, Yibo Jacky Zhang, Yuan Cao, Bo Li, Hugh Brendan McMahan, Sewoong Oh, Zheng Xu, Manzil Zaheer
- Published: 23 Jun 2023, Last Modified: 09 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Soft prompting might be a bug, not a feature
Luke Bailey, Gustaf Ahdritz, Anat Kleiman, Siddharth Swaroop, Finale Doshi-Velez, Weiwei Pan
- Published: 23 Jun 2023, Last Modified: 12 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
(Un)interpretability of Transformers: a case study with Dyck grammars
Kaiyue Wen, Yuchen Li, Bingbin Liu, Andrej Risteski
- Published: 23 Jun 2023, Last Modified: 23 Jun 2023
- DeployableGenerativeAI
- Readers: Everyone
Discovering Variable Binding Circuitry with Desiderata
Xander Davies, Max Nadeau, Nikhil Prakash, Tamar Rott Shaham, David Bau
- Published: 23 Jun 2023, Last Modified: 06 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models
Siyan Zhao, Aditya Grover
- Published: 23 Jun 2023, Last Modified: 09 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Generative Autoencoders as Watermark Attackers: Analyses of Vulnerabilities and Threats
Xuandong Zhao, Kexun Zhang, Yu-Xiang Wang, Lei Li
- Published: 23 Jun 2023, Last Modified: 04 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
The Journey, Not the Destination: How Data Guides Diffusion Models
Kristian Georgiev, Joshua Vendrow, Hadi Salman, Sung Min Park, Aleksander Madry
- Published: 23 Jun 2023, Last Modified: 11 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
One-Step Diffusion Distillation via Deep Equilibrium Models
Zhengyang Geng, Ashwini Pokle, J Zico Kolter
- Published: 23 Jun 2023, Last Modified: 15 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Seeing Through the Facade: Understanding the Realism, Expressivity, and Limitations of Diffusion Models
Christopher Pondoc, Joseph C. O'Brien, Joseph Guman
- Published: 23 Jun 2023, Last Modified: 22 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Local Differential Privacy with Entropic Wasserstein Distance
Daria Reshetova, Wei-Ning Chen, Ayfer Ozgur
- Published: 23 Jun 2023, Last Modified: 07 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Provable Robust Watermarking for AI-Generated Text
Xuandong Zhao, Prabhanjan Vijendra Ananth, Lei Li, Yu-Xiang Wang
- Published: 23 Jun 2023, Last Modified: 04 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Exposing Attention Glitches with Flip-Flop Language Modeling
Bingbin Liu, Jordan T. Ash, Surbhi Goel, Akshay Krishnamurthy, Cyril Zhang
- Published: 23 Jun 2023, Last Modified: 23 Jun 2023
- DeployableGenerativeAI
- Readers: Everyone
Calibrating Language Models via Augmented Prompt Ensembles
Mingjian Jiang, Yangjun Ruan, Sicong Huang, Saifei Liao, Silviu Pitis, Roger Baker Grosse, Jimmy Ba
- Published: 23 Jun 2023, Last Modified: 05 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Adapting Blackbox Generative Models via Inversion
Sinjini Mitra, Rakshith Subramanyam, Rushil Anirudh, Jayaraman J. Thiagarajan, Ankita Shukla, Pavan K. Turaga
- Published: 23 Jun 2023, Last Modified: 20 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Leaving Reality to Imagination: Robust Classification via Generated Datasets
Hritik Bansal, Aditya Grover
- Published: 23 Jun 2023, Last Modified: 20 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone
Beyond Scale: the Diversity Coefficient as a Data Quality Metric Demonstrates LLMs are Pre-trained on Formally Diverse Data
Alycia Lee, Brando Miranda, Sanmi Koyejo
- Published: 23 Jun 2023, Last Modified: 10 Jul 2023
- DeployableGenerativeAI
- Readers: Everyone

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