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Farzan Farnia
Farzan Farnia
15
papers
253
total citations
papers (15)
Robust Federated Learning: The Case of Affine Distribution Shifts
NEURIPS 2020
arXiv
184
citations
An Interpretable Evaluation of Entropy-based Novelty of Generative Models
ICML 2024
arXiv
16
citations
Unveiling Differences in Generative Models: A Scalable Differential Clustering Approach
CVPR 2025
arXiv
9
citations
APOLLO: Automated LLM and Lean Collaboration for Advanced Formal Reasoning
NEURIPS 2025
arXiv
9
citations
Boosting the visual interpretability of CLIP via adversarial fine-tuning
ICLR 2025
7
citations
Scendi Score: Prompt‑Aware Diversity Evaluation via Schur Complement of CLIP Embeddings
ICCV 2025
arXiv
5
citations
Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models
ICML 2025
arXiv
5
citations
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training
CVPR 2024
arXiv
5
citations
MoreauGrad: Sparse and Robust Interpretation of Neural Networks via Moreau Envelope
ICCV 2023
arXiv
4
citations
Towards an Explainable Comparison and Alignment of Feature Embeddings
ICML 2025
arXiv
4
citations
An Information Theoretic Approach to Interaction-Grounded Learning
ICML 2024
arXiv
3
citations
When Kernels Multiply, Clusters Unify: Fusing Embeddings with the Kronecker Product
NEURIPS 2025
arXiv
2
citations
Multilayer Matrix Factorization via Dimension-Reducing Diffusion Variational Inference
ICML 2025
0
citations
PermLLM: Learnable Channel Permutation for N:M Sparse Large Language Models
NEURIPS 2025
0
citations
An Information-Theoretic Evaluation of Generative Models in Learning Multi-modal Distributions
NEURIPS 2023
0
citations