Computer Vision

30 items tagged

Circuit Mechanisms for Spatial Relation Generation in Diffusion Transformers

Circuit Mechanisms for Spatial Relation Generation in Diffusion Transformers

Conference on Computer Vision and Pattern Recognition (CVPR) 2026 (highlight, top 3%)
🌟 Highlight — top 3%
Binxu Wang, Jingxuan Fan, Xu Pan
PDF Diffusion Interpretability Mechanistic Interpretability Computer Vision Science of AI

Into the Rabbit Hull: From Task-Relevant Concepts in DINO to Minkowski Geometry

International Conference on Learning Representations (ICLR) 2026
Thomas Fel, Binxu Wang, Michael A. Lepori, Matthew Kowal, Andrew Lee, Randall Balestriero, Stella Joseph, Ekdeep S. Lubana, Talia Konkle, Demba E. Ba, Martin Wattenberg
PDF Interpretability Computer Vision

Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models

ICML 2025 (arXiv:2502.12892)
Thomas Fel, Ekdeep Singh Lubana, Jacob S Prince, Matthew Kowal, Victor Boutin, Isabel Papadimitriou, Binxu Wang, Martin Wattenberg, Demba Ba, Talia Konkle
PDF Cite Code đź“ť BLOG Interpretability Computer Vision

Understanding Learning Dynamics of Neural Representations via Feature Visualization at Scale

NeurIPS 2023 UniReps Workshop: the First Workshop on Unifying Representations in Neural Models
Chandana Kuntala, Carlos R Ponce, Deepak Kumar Sharma, Binxu Wang
Cite Learning Dynamics NeuroAI Science of AI Self-supervised learning Computer Vision

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