Publications

960 results for Trustworthy AI

Towards a Resilient Intelligent Automation System
- - Segev Shlomov
  - Sami Marreed
  - et al.
- 2024
- IJCAI 2024
Demo paper
A Framework for Agents Guiding Foundation Models through Knowledge and Reasoning
- - Debarun Bhattacharjya
  - Junkyu Lee
  - et al.
- 2024
- IJCAI 2024
Workshop paper
Harnessing the Power of Artificial Intelligence to Vitalize Endangered Indigenous Languages: Technologies and Experiences
- - Claudio Santos Pinhanez
  - Paulo Rodrigo Cavalin
  - et al.
- 2024
- arXiv
Paper
Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts
- - Zhi-yi Chin
  - Chieh-ming Jiang
  - et al.
- 2024
- ICML 2024
Conference paper
Risk Aware Benchmarking of Large Language Models
- - Apoorva Nitsure
  - Youssef Mroueh
  - et al.
- 2024
- ICML 2024
Conference paper
Slicing Mutual Information Generalization Bounds for Neural Networks
- - Kimia Nadjahi
  - Kristjan Greenewald
  - et al.
- 2024
- ICML 2024
Conference paper
Larimar: Large Language Models with Episodic Memory Control
- - Payel Das
  - SUBHAJIT CHAUDHURY
  - et al.
- 2024
- ICML 2024
Conference paper
Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning
- - Zhiyuan He
  - Yijun Yang
  - et al.
- 2024
- ICML 2024
Conference paper
What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks
- - Irene Ko
  - Pin-Yu Chen
  - et al.
- 2024
- ICML 2024
Conference paper
Trust Regions for Explanations via Black-Box Probabilistic Certification
- - Amit Dhurandhar
  - Swagatam Haldar
  - et al.
- 2024
- ICML 2024
Conference paper