Sathya N. Ravi

Engineering · Physical Sciences

9h-index340citations81works1.32yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(13), Domain Adaptation and Few-Shot Learning(13), Advanced Neural Network Applications(12), Adversarial Robustness in Machine Learning(10), Stochastic Gradient Optimization Techniques(9)

Publications81 total

ManifoldGD: Training-Free Hierarchical Manifold Guidance for Diffusion-Based Dataset Distillation
arXiv (Cornell University)·2026Open Access
ManifoldGD: Training-Free Hierarchical Manifold Guidance for Diffusion-Based Dataset Distillation
arXiv (Cornell University)·2026Open Access
Beyond Pooling: Matching for Robust Generalization under Data Heterogeneity
ArXiv.org·2026Open Access
Beyond Pooling: Matching for Robust Generalization under Data Heterogeneity
arXiv (Cornell University)·2026Open Access
Multiscale feature fusion for automated classification of digital breast tomosynthesis volumes using 3D deep learning
Discover Computing·2025Open Access
DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding
arXiv (Cornell University)·2025Open Access
A Cytology Dataset for Early Detection of Oral Squamous Cell Carcinoma
arXiv (Cornell University)·2025Open Access
Targeted Unlearning Using Perturbed Sign Gradient Methods With Applications On Medical Images
arXiv (Cornell University)·2025Open Access
A Survey on Patent Analysis: From NLP to Multimodal AI
2025· 3 citedOpen Access
DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding
2025Open Access
Image processing on linguistics for biometric NLP trainers using AI-text analysis systems
AIP conference proceedings·2025
From Heart to Words: Generating Empathetic Responses via Integrated Figurative Language and Semantic Context Signals
2025Open Access
Analysis of Underwater Image Enhancement Based on Deep Learning Networks
Algorithms for intelligent systems·2025
STARNet: Sensor Trustworthiness and Anomaly Recognition via Lightweight Likelihood Regret for Robust Edge Autonomy
2024· 7 cited
Mutual Information-calibrated Conformal Feature Fusion for Uncertainty-Aware Multimodal 3D Object Detection at the Edge
2024· 8 cited
A Survey on Patent Analysis: From NLP to Multimodal AI
arXiv (Cornell University)·2024· 5 citedOpen Access
EmpatheticFIG at WASSA 2024 Empathy and Personality Shared Task: Predicting Empathy and Emotion in Conversations with Figurative Language
2024Open Access
IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents
2024
Accelerated Neural Network Training with Rooted Logistic Objectives
arXiv (Cornell University)·2023Open Access
STARNet: Sensor Trustworthiness and Anomaly Recognition via Approximated Likelihood Regret for Robust Edge Autonomy
arXiv (Cornell University)·2023· 2 citedOpen Access
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Frequent Co-authors

Vikas Singh(32), Vamsi Krishna Ithapu(9), Vishnu Suresh Lokhande(7), Sterling C. Johnson(6), Theja Tulabandhula(5), Amit Ranjan Trivedi(5), Maxwell D. Collins(4), Rudrasis Chakraborty(4), Seong Jae Hwang(3), Tuan Dinh(3), Lopamudra Mukherjee(3), Yunyang Xiong(3), Alex C. Stutts(3), S. Sureshkumar(3), Sourav Medya(3), Zihang Meng(3), Songwong Tasneeyapant(3), Ronak Mehta(2), Hao Zhou(2), Grace Wahba(2)