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Author

Sharath Nittur Sridhar

Observed names: Sridhar, Sharath N., Sridhar, Sharath Nittur
OpenAlex ID: A5101153316
Driving in the Matrix: Can virtual worlds replace human-generated annotations for real world tasks?
2017 · Matthew Johnson-Roberson, Charles Barto, et al. · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 649
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Compact Scene Graphs for Layout Composition and Patch Retrieval
2019 · Subarna Tripathi, Sharath Nittur Sridhar, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 12
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LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models
2025 · Anthony Sarah, Sharath Nittur Sridhar, et al. · Lecture notes in computer science · 11
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LLM-NPU: Towards Efficient Foundation Model Inference on Low-Power Neural Processing Units
2025 · Arnab Raha, Souvik Kundu, et al. · IEEE International Conference on Omni-layer Intelligent Systems (COINS) · 8
Attention-based Image Upsampling
2020 · Kundu, Souvik, Mostafa, Hesham, et al. · arXiv (Cornell University) · 7
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Undivided Attention: Are Intermediate Layers Necessary for BERT?
2020 · Sridhar, Sharath Nittur, Sarah, Anthony · arXiv (Cornell University) · 6
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Sparse Mixture Once-for-all Adversarial Training for Efficient in-situ Trade-off between Accuracy and Robustness of DNNs
2023 · Souvik Kundu, Sairam Sundaresan, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 4
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Accelerating neural architecture exploration across modalities using genetic algorithms
2022 · Daniel Cummings, Sharath Nittur Sridhar, et al. · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 4
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A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities
2022 · Cummings, Daniel, Sarah, Anthony, et al. · arXiv (Cornell University) · 4
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LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression
2025 · Souvik Kundu, Anahita Bhiwandiwalla, et al. · Findings of the Association for Computational Linguistics: NAACL · 3
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InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning
2023 · Sharath Nittur Sridhar, Souvik Kundu, et al. · IEEE International Conference on Computer Vision Workshops · 3
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On Optimizing Human-Machine Task Assignments
2015 · Veit, Andreas, Wilber, Michael, et al. · arXiv (Cornell University) · 3
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Toward Scalable Video Narration: A Training-Free Approach Using Multimodal Large Language Models
2025 · Tz-Ying Wu, Tahani Trigui, et al. · IEEE International Conference on Computer Vision Workshops · 1
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Sensi-Bert: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient Language Model
2024 · Souvik Kundu, Sharath Nittur Sridhar, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
A Hardware-Aware System for Accelerating Deep Neural Network Optimization
2022 · Sarah, Anthony, Cummings, Daniel, et al. · arXiv (Cornell University) · 1
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TrimBERT: Tailoring BERT for Trade-offs
2022 · Sridhar, Sharath Nittur, Sarah, Anthony, et al. · arXiv (Cornell University) · 1
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Fast Weight Long Short-Term Memory
2018 · Keller, T. Anderson, Sridhar, Sharath Nittur, et al. · arXiv (Cornell University) · 1
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Harnessing Object Grounding for Time-Sensitive Video Understanding
2026 · Tz-Ying Wu, Sharath Nittur Sridhar, et al. · IEEE Winter Conference on Applications of Computer Vision
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Improving the Throughput of Diffusion-based Large Language Models via a Training-Free Confidence-Aware Calibration
2026 · Jucheng Shen, Gaurav Sarkar, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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EASG-Bench: Video Q&A Benchmark with Egocentric Action Scene Graphs
2025 · Ivan Rodin, Tz-Ying Wu, et al. · IEEE International Conference on Computer Vision Workshops
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SimQ-NAS: Simultaneous Quantization Policy and Neural Architecture Search
2023 · Sridhar, Sharath Nittur, Szankin, Maciej, et al. · arXiv (Cornell University)
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Works count: 22
Citation count: 719
H-index: 6
I10-index: 3
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