Adel Bibi

19

Papers

68

Total Citations

Papers (19)

When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations

Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models

SimCS: Simulation for Domain Incremental Online Continual Segmentation

Towards Certification of Uncertainty Calibration under Adversarial Attacks

Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation

3D Part-Based Sparse Tracker With Automatic Synchronization and Registration

FFTLasso: Large-Scale LASSO in the Fourier Domain

Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input

Real-Time Evaluation in Online Continual Learning: A New Hope

Computationally Budgeted Continual Learning: What Does Matter?

High Order Tensor Formulation for Convolutional Sparse Coding

Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right?

Gabor Layers Enhance Network Robustness

In Defense of Sparse Tracking: Circulant Sparse Tracker

Efficient Error Certification for Physics-Informed Neural Networks

Prompting a Pretrained Transformer Can Be a Universal Approximator

Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI

Make Some Noise: Reliable and Efficient Single-Step Adversarial Training

Language Model Tokenizers Introduce Unfairness Between Languages