Ismail Ben Ayed

14

Papers

167

Total Citations

Papers (14)

A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models

On the Test-Time Zero-Shot Generalization of Vision-Language Models: Do We Really Need Prompt Learning?

Transductive Zero-Shot and Few-Shot CLIP

Robust Calibration of Large Vision-Language Adapters

Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation

Learning Task-Agnostic Representations through Multi-Teacher Distillation

NeurIPS 2025arXiv

AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples

LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP

Conformal Prediction for Zero-Shot Models

NC-TTT: A Noise Constrastive Approach for Test-Time Training

Realistic Test-Time Adaptation of Vision-Language Models

Spectral Informed Mamba for Robust Point Cloud Processing

UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning

TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses