Gupta, Abhay
- DAiSEE: Towards User Engagement Recognition in the Wild
2016/09/07 by Gupta, Abhay, D'Cunha, Arjun, Awasthi, Kamal +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models
2023/03/18 by Vithursan Thangarasa, Thangarasa, Vithursan, Abhay Gupta +13 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment
2024/05/06 by Abhinav Agarwalla, Abhay Gupta, Agarwalla, Abhinav +21 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Geometry and Mesh Generation #Dynamics and Control of Mechanical Systems #FOS: Computer and information sciences #Robotic Mechanisms and Dynamics
- RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network
2022/06/28 by Vitaliy Chiley, Chiley, Vitaliy, Vithursan Thangarasa +9 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Photoacoustic and Ultrasonic Imaging
- Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
2023/03/21 by Vithursan Thangarasa, Shreyas Saxena, Thangarasa, Vithursan +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Spectroscopy Techniques in Biomedical and Chemical Research
- NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts
2025/05/20 by Anika Gupta, Michael S.-C. Lu, Gupta, Abhay +7 · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
- EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models
2025/02/25 by Gupta, Abhay, Cheung, Jacob, Meng, Philip +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
- AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark
2024/08/27 by Abhay Gupta, Philip Meng, Gupta, Abhay +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- μnit Scaling: Simple and Scalable FP8 LLM Training
2025/02/09 by Narayan, Saaketh, Abhay Gupta, Gupta, Abhay +4 · 1 citation
Engineering · Medicine · #Advanced X-ray and CT Imaging #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #Sarcoma Diagnosis and Treatment