Mahdieh Soleymani Baghshah

Implicit Regularization of SGD Reduces Shortcut Learning

SUSD: Structured Unsupervised Skill Discovery through State Factorization

Efficient Adversarial Attacks on High-dimensional Offline Bandits

Uncovering Grounding IDs: How External Cues Shape Multi-Modal Binding

Spurious-Aware Prototype Refinement for Reliable Out-of-Distribution Detection

Visual Structures Help Visual Reasoning: Addressing the Binding Problem in LVLMs

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

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

Bias in CLIP Encoders: A Study of Encoder Bias and Object Representation in Multi-Object Scenarios