SG
Shruthi Gowda
cs.AIcs.CVcs.LGeess.IV
On Valency
published · living versionsW_na3qvdxa·v1 · currentpublished
Language Guidance for Supervised Vision Training: An Empirical Study of Generalization
with Nikita Jain, Elahe Arani, Bahram Zonooz
1 version
Preprints & journals
11 papers in the corpus · 2021–2026Language Guidance for Supervised Vision Training: An Empirical Study of Generalization2610.27208v1 · Shruthi Gowda, Nikita Jain, Elahe Arani et al.2026 · 0 citationsPublished in Transactions on Machine Learning Research, 2026on Valency
TORINO: Token Reduction via Interpretable Concept Overlap in Vision-Language Models2607.04593v2 · Riccardo Renzulli, Gabriele Spadaro, Shruthi Gowda et al.2026 · 0 citationsarXiv
Is Our Benchmark Enough? An Analysis of Continual Learning for MLLMs2606.20961v1 · Van-Tuan Tran, Shruthi Gowda, Merim Dzaferagic et al.2026 · 0 citationsarXiv
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning?2404.09752v1 · Shruthi Gowda, Elahe Arani, Bahram Zonooz2024 · 0 citationsarXiv
Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training2401.14948v1 · Shruthi Gowda, Bahram Zonooz, Elahe Arani2024 · 1 citationarXiv
Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning2310.11341v1 · Shruthi Gowda, Bahram Zonooz, Elahe Arani2023 · 0 citationsarXiv
LSFSL: Leveraging Shape Information in Few-shot Learning2304.06672v1 · Deepan Chakravarthi Padmanabhan, Shruthi Gowda, Elahe Arani et al.2023 · 14 citationsarXiv
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey2208.10895v2 · Elahe Arani, Shruthi Gowda, Ratnajit Mukherjee et al.2022 · 17 citationsTransactions on Machine Learning Research, 2022
InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness2206.05846v1 · Shruthi Gowda, Bahram Zonooz, Elahe Arani2022 · 3 citationsarXiv
Does Thermal data make the detection systems more reliable?2111.05191v1 · Shruthi Gowda, Bahram Zonooz, Elahe Arani2021 · 2 citationsarXiv
AI Driven Road Maintenance Inspection2106.02567v1 · Ratnajit Mukherjee, Haris Iqbal, Shabbir Marzban et al.2021 · 9 citationsarXiv
Career total: 15 works. 11 are in this corpus.
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