brendel-group
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objects-compositional-generalization
objects-compositional-generalization PublicOfficial code for the paper "Provable Compositional Generalization for Object-Centric Learning" (ICLR 2024, oral)
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compositional-ood-generalization
compositional-ood-generalization PublicOfficial code for the paper "Compositional Generalization from First Principles" (NeurIPS 2023)
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causal-understanding-via-visualizations
causal-understanding-via-visualizations PublicOfficial repository for the paper "How Well do Feature Visualizations Support Causal Understanding of CNN Activations?".
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Repositories
- AnInfoNCE Public
brendel-group/AnInfoNCE’s past year of commit activity - clip-dg Public
Official code for the paper "In Search of Forgotten Domain Generalization" (ICLR 2025 Spotlight)
brendel-group/clip-dg’s past year of commit activity - llm-line Public
Official code for the paper "LLMs on the Line: Data Datermines Loss-To-Loss Scaling Laws."
brendel-group/llm-line’s past year of commit activity - clip-ood Public
Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)
brendel-group/clip-ood’s past year of commit activity - objects-compositional-generalization Public
Official code for the paper "Provable Compositional Generalization for Object-Centric Learning" (ICLR 2024, oral)
brendel-group/objects-compositional-generalization’s past year of commit activity - objects-identifiability Public
brendel-group/objects-identifiability’s past year of commit activity - imi Public
Official repository for the paper "Scale Alone Does not Improve Mechanistic Interpretability in Vision Models" and the IMI dataset.
brendel-group/imi’s past year of commit activity
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