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Ananya Kumar

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 1:32 PM AMS

6

papers

498

total citations

papers (6)

Finetune Like You Pretrain: Improved Finetuning of Zero-Shot Vision Models

Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?

NEURIPS 2022arXiv

Self-training Avoids Using Spurious Features Under Domain Shift

NEURIPS 2020arXiv

Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations

NEURIPS 2022arXiv

How to Fine-Tune Vision Models with SGD

Generative Classifiers Avoid Shortcut Solutions