Publications

Automatic benchmarking of large multimodal models via iterative experiment programming

Diversified in-domain synthesis with efficient fine-tuning for few-shot classification

Evaluating Attribute Confusion in Fashion Text-to-Image Generation

Can Text-to-Video Generation help Video-Language Alignment?

Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers

Compositional Caching for Training-free Open-vocabulary Attribute Detection

Multi-focal Conditioned Latent Diffusion for Person Image Synthesis

Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models

Seeing the abstract: Translating the abstract language for vision language models

3D Part Segmentation via Geometric Aggregation of 2D Visual Features

Face Anonymization Made Simple

One vlm to keep it learning: Generation and balancing for data-free continual visual question answering

Gyrogroup Batch Normalization

Understanding Matrix Function Normalizations in Covariance Pooling from the Lens of Riemannian Geometry

Group-robust Machine Unlearning

Unlearning Personal Data from a Single Image