Publications

(2025). VGGSounder: Audio-Visual Evaluations for Foundation Models. ICCV 2025.
(2025). LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws. ICML 2025.
(2024). Pretraining Frequency Predicts Compositional Generalization of CLIP on Real-World Tasks. NeurIPS 2024 Workshop.
(2024). In Search of Forgotten Domain Generalization. ICLR 2025 (Spotlight).
(2024). Scale Learning in Scale-Equivariant Convolutional Networks. VISAPP 2024.
(2023). Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?. ICLR 2024.
(2023). Provable Compositional Generalization for Object-Centric Learning. ICLR 2024 (Oral).
(2023). Compositional Generalization from First Principles. NeurIPS 2023.
(2022). Few-Shot Supervised Prototype Alignment for Pedestrian Detection on Fisheye Images. CVPR 2022 Workshop.
(2019). Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks. CVPR 2019.