Scholar
Shivang Chopra
Google Scholar ID: 8zokdYsAAAAJ
Ph.D. Student, Computer Science, Georgia Institute of Technology
Computer Vision
Natural Language Processing
Machine Learning
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Citations & Impact
All-time
Citations
192
H-index
7
i10-index
6
Publications
17
Co-authors
13
list available
Contact
CV
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GitHub
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LinkedIn
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Publications
5 items
The Geometry of Robustness: Optimizing Loss Landscape Curvature and Feature Manifold Alignment for Robust Finetuning of Vision-Language Models
2026
Cited
0
MedMoE: Modality-Specialized Mixture of Experts for Medical Vision-Language Understanding
2025
Cited
0
Mimicking or Reasoning: Rethinking Multi-Modal In-Context Learning in Vision-Language Models
2025
Cited
0
FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering
2025
Cited
0
Directional Gradient Projection for Robust Fine-Tuning of Foundation Models
2025
Cited
0
Resume (English only)
Academic Achievements
“MedMoE: Modality-Specialized Mixture of Experts for Medical Vision-Language Understanding” accepted at MMFM-BIOMED Workshop, CVPR 2025 (May 2025)
“FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering” accepted at CVPR 2025 (Feb 2025)
“Directional Gradient Projection for Robust Fine-tuning of Foundation Models” accepted at ICLR 2025 (Jan 2025)
“Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation” accepted at WACV 2025 (Oct 2024)
“Learning to Discern: Imitating Heterogeneous Human Demonstrations with Preference and Representation Learning” accepted at CORL 2023 (Aug 2023)
“HyWay: Enabling Unstructured Conversations in the New Hybrid World” accepted at UbiComp 2023 (IMWUT) (Apr 2023)
“Symbiotic Artificial Intelligence: Order Picking and Ambient Sensing” accepted at Ambient AI Workshop, ICASSP 2023 (Apr 2023)
“Active Data Discovery: Mining Unknown Data using Submodular Information Measures” accepted at Real World ML Workshop, ICLM 2022 (Jul 2022)
“Attention-based Sketch Recognition using Transformers” accepted at ECAI 2020 as a highlight paper (Jan 2020)
“Utilizing Temporal Psycholinguistic Cues for Suicidal Intent Estimation” accepted at ECIR 2020 (Dec 2019)
“Hindi-English Hate Speech Detection: Author Profiling, Debiasing, and Practical Perspectives” accepted at AAAI 2020 (Nov 2019)
Research Experience
Computer Vision Research Intern, Sony R&D Center, Switzerland (Fall 2023 – Spring 2024)
Applied Scientist Intern, Amazon Science, Seattle (Summer 2023)
Research Intern at Microsoft Research India (MSRI) on Project HyWay under Dr. Venkat Padmanabhan (Managing Director, MSRI) (starting May 2022)
Research Intern at Faryabi Lab, University of Pennsylvania (July 2021)
Research Intern at IBM Research Lab, India (June 2020)
Co-authors
13 total
Rajiv Ratn SHAH
Associate Professor, IIIT-Delhi
Co-author 2
Zsolt Kira
Associate Professor, Georgia Institute of Technology
Aman Chadha
GenAI Leadership @ Apple • Stanford AI • UW-Madison ECE • Ex: Apple, AWS, Alexa, Nvidia
Chengyue Huang
Georgia Institute of Technology
Suraj Kothawade
Google
Danfei Xu
Assistant Professor at School of Interactive Computing
Vinija Jain
Meta | Ex: Amazon, Oracle, Palo Alto Networks
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