Shedding Light on Time Series Classification using Interpretability Gated Networks
- Yunshi Wen
- Tengfei Ma
- et al.
- 2025
- ICLR 2025
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771 results for Trustworthy AI
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior
- Anming Gu
- Edward Chien
- et al.
- 2025
- ICLR 2025
Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons
- Shahaf Bassan
- Ron Eliav
- et al.
- 2025
- ICLR 2025
A transfer learning framework for weak to strong generalization
- Seamus Somerstep
- Felipe Maia Polo
- et al.
- 2025
- ICLR 2025
A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
- 2025
- ICLR 2025
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming
- Yukun Chen
- Shuo Shao
- et al.
- 2025
- ICLR 2025
Large Language Models can Become Strong Self-Detoxifiers
- Irene Ko
- Pin-Yu Chen
- et al.
- 2025
- ICLR 2025
Out-of-Distribution Detection using Synthetic Data Generation
- Momin Abbas
- Muneeza Azmat
- et al.
- 2025
- ICLR 2025
Rationalization Models for Text-to-SQL
- Gaetano Rossiello
- Nhan Pham
- et al.
- 2025
- ICLR 2025
SafeMERGE: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model Merging
- Aladin Djuhera
- Swanand Ravindra Kadhe
- et al.
- 2025
- ICLR 2025