Devesh Tiwari

5 papers · 2022–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

AAAI (2) EMNLP (1) ICCV (1) NAACL (1)

Top co-authors

Tirthak Patel (3) Daniel Silver (3) Aditya Ranjan (2) Harshitta Gandhi (2) William Cutler (2) Baolin Li (2) Vijay Gadepally (2) Yankai Jiang (1) Siddharth Samsi (1) Joseph McDonald (1)

Research topics

Machine Learning (5) Artificial Intelligence (2) Deep Learning (2) Application Areas (2) Core AI (2) Core Methods (2) Learning Types (2) Natural Language Processing (1) Models (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Resources & Methods (1)

Keywords

quantum computing (2) quantum machine learning (2) autoregressive generation (1) language model training (1) energy efficiency (1) sustainable computing (1) multi-class classification (1) variance reduction (1) image similarity (1) generative adversarial network (1) generative ai (1) inference optimization (1) large language model (1) carbon footprint (1) quantum classifier (1) nisq computer (1) carbon-efficient inference (1) ecological sustainability (1) similarity detection (1) image generation (1)

Papers

Sprout: Green Generative AI with Carbon-Efficient LLM Inference EMNLP 2024 MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers ICCV 2023 SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers AAAI 2023 Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models NAACL 2022 QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers AAAI 2022