Picture for Mohammad Hossein Rohban

Mohammad Hossein Rohban

Analyzing CLIP's Performance Limitations in Multi-Object Scenarios: A Controlled High-Resolution Study

Add code
Feb 27, 2025
Viaarxiv icon

CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation

Add code
Feb 27, 2025
Viaarxiv icon

Scanning Trojaned Models Using Out-of-Distribution Samples

Add code
Jan 28, 2025
Figure 1 for Scanning Trojaned Models Using Out-of-Distribution Samples
Figure 2 for Scanning Trojaned Models Using Out-of-Distribution Samples
Figure 3 for Scanning Trojaned Models Using Out-of-Distribution Samples
Figure 4 for Scanning Trojaned Models Using Out-of-Distribution Samples
Viaarxiv icon

A Contrastive Teacher-Student Framework for Novelty Detection under Style Shifts

Add code
Jan 28, 2025
Viaarxiv icon

RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples

Add code
Jan 28, 2025
Viaarxiv icon

Mitigating Spurious Negative Pairs for Robust Industrial Anomaly Detection

Add code
Jan 26, 2025
Viaarxiv icon

Killing it with Zero-Shot: Adversarially Robust Novelty Detection

Add code
Jan 25, 2025
Viaarxiv icon

Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models

Add code
Oct 30, 2024
Figure 1 for Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models
Figure 2 for Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models
Figure 3 for Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models
Viaarxiv icon

Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models!

Add code
Oct 28, 2024
Viaarxiv icon

Trained Models Tell Us How to Make Them Robust to Spurious Correlation without Group Annotation

Add code
Oct 07, 2024
Viaarxiv icon