Publications

823 results for Trustworthy AI

Leveraging Large Language Models for Natural Language to SQL Conversion
- - Noah Hampp
  - Katya Mirylenka
- 2024
- MML 2024
Machine Unlearning in Computer Vision: Foundations and Applications
- - Sijia Liu
  - Yang Liu
  - et al.
- 2024
- CVPR 2024
SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge
- - Andong Wang
  - Bo Wu
  - et al.
- 2024
- CVPR 2024
Self-Regulated Data-Free Knowledge Amalgamation for Text Classification
- - Prashanth Vijayaraghavan
  - Hongzhi Wang
  - et al.
- 2024
- NAACL 2024
Overload: Latency Attacks on Object Detection for Edge Devices
- - Erh-Chung Chen
  - Pin-Yu Chen
  - et al.
- 2024
- CVPR 2024
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
- - Yue Zhou
  - Yada Zhu
  - et al.
- 2024
- NAACL 2024
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
- - Jiabao Ji
  - Bairu Hou
  - et al.
- 2024
- NAACL 2024
Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI
- - Elron Bandel
  - Yotam Perlitz
  - et al.
- 2024
- NAACL 2024
Synthetic Data Generation via Multidimensional Multiset Sum
- - Cynthia Dwork
  - Kristjan Greenewald
  - et al.
- 2024
- FORC 2024
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
- - Grace Guo
  - Lifu Deng
  - et al.
- 2024
- FAccT 2024