On Robustness-Accuracy Characterization of Language Models using Synthetic Datasets
- Ching-yun Ko
- Pin-Yu Chen
- et al.
- 2024
- COLM 2024
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SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing
- Changchang Yin
- Pin-Yu Chen
- et al.
- 2024
- KDD 2024
Computational Complexity of Verifying the Group No-show Paradox
- Farhad Mohsin
- Qishen Han
- et al.
- 2024
- IJCAI 2024
Overload: Latency Attacks on Object Detection for Edge Devices
- Erh-chung Chen
- Pin-Yu Chen
- et al.
- 2024
- CVPR 2024
Language Agnostic Code Embeddings
- Saiteja Utpala
- Alex Gu
- et al.
- 2024
- NAACL 2024
MulBERRY: Enabling Bit-Error Robustness for Energy-Efficient Multi-Agent Autonomous Systems
- Zishen Wan
- Nandhini Chandramoorthy
- et al.
- 2024
- ASPLOS 2024
DDI-CoCo: A Dataset For Understanding The Effect Of Color Contrast In Machine-Assisted Skin Disease Detection
- Ming-chang Chiu
- Yingfei Wang
- et al.
- 2024
- ICASSP 2024
Variance Reduction Can Improve Trade-Off in Multi-Objective Learning
- Heshan Fernando
- Lisha Chen
- et al.
- 2024
- ICASSP 2024
Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM
- Chulin Xie
- Pin-Yu Chen
- et al.
- 2024
- IEEE SaTML 2024
Model Reprogramming Outperforms Fine-tuning on Out-of-distribution Data in Text-Image Encoders
- Andrew Geng
- Pin-Yu Chen
- 2024
- IEEE SaTML 2024