Risultati ricerca autore :: Library Catalog

1

PMF-CL: Pareto-Minimal-Forgetting Continual Learner for Conflicting Tasks Autoría: Nair, Srijith, Eryilmaz, Atilla, Liu, Jia

Pubblicazione 2026

Fuente: arXiv

Tipo de material: Preprint

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2

An Unlearning Framework for Continual Learning Autoría: Adhikari, Sayanta, Kumaravelu, Vishnuprasadh, Srijith, P. K.

Pubblicazione 2025

Fuente: arXiv

Tipo de material: Preprint

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Post-Optimization Adaptive Rank Allocation for LoRA Autoría: Kumaravelu, Vishnuprasadh, Gupta, Sunil, Srijith, P. K.

Pubblicazione 2026

Fuente: arXiv

Tipo de material: Preprint

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4

Transformer based Multitask Learning for Image Captioning and Object Detection Autoría: Basak, Debolena, Srijith, P. K., Desarkar, Maunendra Sankar

Pubblicazione 2024

Fuente: arXiv

Tipo de material: Preprint

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5

Efficient Uncertainty in LLMs through Evidential Knowledge Distillation Autoría: Nemani, Lakshmana Sri Harsha, Srijith, P. K., Kuśmierczyk, Tomasz

Pubblicazione 2025

Fuente: arXiv

Tipo de material: Preprint

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6

Enhanced Astronomical Source Classification with Integration of Attention Mechanisms and Vision Transformers Autoría: Bhavanam, Srinadh Reddy, Channappayya, Sumohana S., Srijith, P. K., Desai, Shantanu

Pubblicazione 2024

Fuente: arXiv

Tipo de material: Preprint

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7

KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge Autoría: Robertson, Alex, Liang, Huizhi, Gani, Mahbub, Kumar, Rohit, Rajamohan, Srijith

Pubblicazione 2026

Fuente: arXiv

Tipo de material: Preprint

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8

Training for Compositional Sensitivity Reduces Dense Retrieval Generalization Autoría: Ralev, Radoslav, Baral, Aditeya, Zhechev, Iliya, Agarwal, Jen, Rajamohan, Srijith

Pubblicazione 2026

Fuente: arXiv

Tipo de material: Preprint

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9

Linked Adapters: Linking Past and Future to Present for Effective Continual Learning Autoría: Chandra, Dupati Srikar, Srijith, P. K., Rezazadegan, Dana, McCarthy, Chris

Pubblicazione 2024

Fuente: arXiv

Tipo de material: Preprint

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10

AURA: Agent for Understanding, Reasoning, and Automated Tool Use in Voice-Driven Tasks Autoría: Maben, Leander Melroy, Lakshmy, Gayathri Ganesh, Radhakrishnan, Srijith, Arora, Siddhant, Watanabe, Shinji

Pubblicazione 2025

Fuente: arXiv

Tipo de material: Preprint

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11

Ensemble based approach to quantifying uncertainty of LLM based classifications Autoría: Rajamohan, Srijith, Salhin, Ahmed, Frazier, Josh, Kumar, Rohit, Tsai, Yu-Cheng, Cook, Todd

Pubblicazione 2025

Fuente: arXiv

Tipo de material: Preprint

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12

FSL-SAGE: Accelerating Federated Split Learning via Smashed Activation Gradient Estimation Autoría: Nair, Srijith, Lin, Michael, Ju, Peizhong, Talebi, Amirreza, Bentley, Elizabeth Serena, Liu, Jia

Pubblicazione 2025

Fuente: arXiv

Tipo de material: Preprint

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13

Enhanced Hydrogen Evolution on Ru‐Modified Cu 1.8 Se/Cu 2 Se Catalysts in Alkaline Media Autoría: Srijith, Manoj Shanmugasundaram, Vivek Kumar Singh, Rajashree Konar, Efrat Shawat Avraham, Gilbert Daniel Nessim

Pubblicazione 2026

Fuente: Wiley Open Access

Tipo de material: Artículo Open Access

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14

Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data Autoría: Gill, Waris, Cechmanek, Justin, Hutcherson, Tyler, Rajamohan, Srijith, Agarwal, Jen, Gulzar, Muhammad Ali, Singh, Manvinder, Dion, Benoit

Pubblicazione 2025

Fuente: arXiv

Tipo de material: Preprint

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15

EcoLoRA: Communication-Efficient Federated Fine-Tuning of Large Language Models Autoría: Liu, Han, Wen, Ruoyao, Nair, Srijith, Liu, Jia, Lou, Wenjing, Zhang, Chongjie, Yeoh, William, Vorobeychik, Yevgeniy, Zhang, Ning

Pubblicazione 2025

Fuente: arXiv

Tipo de material: Preprint

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16

Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition Autoría: Radhakrishnan, Srijith, Yang, Chao-Han Huck, Khan, Sumeer Ahmad, Kumar, Rohit, Kiani, Narsis A., Gomez-Cabrero, David, Tegner, Jesper N.

Pubblicazione 2023

Fuente: arXiv

Tipo de material: Preprint

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PMF-CL: Pareto-Minimal-Forgetting Continual Learner for Conflicting Tasks Autoría: Nair, Srijith, Eryilmaz, Atilla, Liu, Jia

An Unlearning Framework for Continual Learning Autoría: Adhikari, Sayanta, Kumaravelu, Vishnuprasadh, Srijith, P. K.

Post-Optimization Adaptive Rank Allocation for LoRA Autoría: Kumaravelu, Vishnuprasadh, Gupta, Sunil, Srijith, P. K.

Transformer based Multitask Learning for Image Captioning and Object Detection Autoría: Basak, Debolena, Srijith, P. K., Desarkar, Maunendra Sankar

Efficient Uncertainty in LLMs through Evidential Knowledge Distillation Autoría: Nemani, Lakshmana Sri Harsha, Srijith, P. K., Kuśmierczyk, Tomasz

Enhanced Astronomical Source Classification with Integration of Attention Mechanisms and Vision Transformers Autoría: Bhavanam, Srinadh Reddy, Channappayya, Sumohana S., Srijith, P. K., Desai, Shantanu

KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge Autoría: Robertson, Alex, Liang, Huizhi, Gani, Mahbub, Kumar, Rohit, Rajamohan, Srijith

Training for Compositional Sensitivity Reduces Dense Retrieval Generalization Autoría: Ralev, Radoslav, Baral, Aditeya, Zhechev, Iliya, Agarwal, Jen, Rajamohan, Srijith

Linked Adapters: Linking Past and Future to Present for Effective Continual Learning Autoría: Chandra, Dupati Srikar, Srijith, P. K., Rezazadegan, Dana, McCarthy, Chris

AURA: Agent for Understanding, Reasoning, and Automated Tool Use in Voice-Driven Tasks Autoría: Maben, Leander Melroy, Lakshmy, Gayathri Ganesh, Radhakrishnan, Srijith, Arora, Siddhant, Watanabe, Shinji

Ensemble based approach to quantifying uncertainty of LLM based classifications Autoría: Rajamohan, Srijith, Salhin, Ahmed, Frazier, Josh, Kumar, Rohit, Tsai, Yu-Cheng, Cook, Todd

FSL-SAGE: Accelerating Federated Split Learning via Smashed Activation Gradient Estimation Autoría: Nair, Srijith, Lin, Michael, Ju, Peizhong, Talebi, Amirreza, Bentley, Elizabeth Serena, Liu, Jia

Enhanced Hydrogen Evolution on Ru‐Modified Cu 1.8 Se/Cu 2 Se Catalysts in Alkaline Media Autoría: Srijith, Manoj Shanmugasundaram, Vivek Kumar Singh, Rajashree Konar, Efrat Shawat Avraham, Gilbert Daniel Nessim

Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data Autoría: Gill, Waris, Cechmanek, Justin, Hutcherson, Tyler, Rajamohan, Srijith, Agarwal, Jen, Gulzar, Muhammad Ali, Singh, Manvinder, Dion, Benoit

EcoLoRA: Communication-Efficient Federated Fine-Tuning of Large Language Models Autoría: Liu, Han, Wen, Ruoyao, Nair, Srijith, Liu, Jia, Lou, Wenjing, Zhang, Chongjie, Yeoh, William, Vorobeychik, Yevgeniy, Zhang, Ning

Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition Autoría: Radhakrishnan, Srijith, Yang, Chao-Han Huck, Khan, Sumeer Ahmad, Kumar, Rohit, Kiani, Narsis A., Gomez-Cabrero, David, Tegner, Jesper N.

Risultati della ricerca - Srijith

PMF-CL: Pareto-Minimal-Forgetting Continual Learner for Conflicting Tasks Autoría: Nair, Srijith, Eryilmaz, Atilla, Liu, Jia

An Unlearning Framework for Continual Learning Autoría: Adhikari, Sayanta, Kumaravelu, Vishnuprasadh, Srijith, P. K.

Post-Optimization Adaptive Rank Allocation for LoRA Autoría: Kumaravelu, Vishnuprasadh, Gupta, Sunil, Srijith, P. K.

Transformer based Multitask Learning for Image Captioning and Object Detection Autoría: Basak, Debolena, Srijith, P. K., Desarkar, Maunendra Sankar

Efficient Uncertainty in LLMs through Evidential Knowledge Distillation Autoría: Nemani, Lakshmana Sri Harsha, Srijith, P. K., Kuśmierczyk, Tomasz

Enhanced Astronomical Source Classification with Integration of Attention Mechanisms and Vision Transformers Autoría: Bhavanam, Srinadh Reddy, Channappayya, Sumohana S., Srijith, P. K., Desai, Shantanu

KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge Autoría: Robertson, Alex, Liang, Huizhi, Gani, Mahbub, Kumar, Rohit, Rajamohan, Srijith

Training for Compositional Sensitivity Reduces Dense Retrieval Generalization Autoría: Ralev, Radoslav, Baral, Aditeya, Zhechev, Iliya, Agarwal, Jen, Rajamohan, Srijith

Linked Adapters: Linking Past and Future to Present for Effective Continual Learning Autoría: Chandra, Dupati Srikar, Srijith, P. K., Rezazadegan, Dana, McCarthy, Chris

AURA: Agent for Understanding, Reasoning, and Automated Tool Use in Voice-Driven Tasks Autoría: Maben, Leander Melroy, Lakshmy, Gayathri Ganesh, Radhakrishnan, Srijith, Arora, Siddhant, Watanabe, Shinji

Ensemble based approach to quantifying uncertainty of LLM based classifications Autoría: Rajamohan, Srijith, Salhin, Ahmed, Frazier, Josh, Kumar, Rohit, Tsai, Yu-Cheng, Cook, Todd

FSL-SAGE: Accelerating Federated Split Learning via Smashed Activation Gradient Estimation Autoría: Nair, Srijith, Lin, Michael, Ju, Peizhong, Talebi, Amirreza, Bentley, Elizabeth Serena, Liu, Jia

Enhanced Hydrogen Evolution on Ru‐Modified Cu 1.8 Se/Cu 2 Se Catalysts in Alkaline Media Autoría: Srijith, Manoj Shanmugasundaram, Vivek Kumar Singh, Rajashree Konar, Efrat Shawat Avraham, Gilbert Daniel Nessim

Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data Autoría: Gill, Waris, Cechmanek, Justin, Hutcherson, Tyler, Rajamohan, Srijith, Agarwal, Jen, Gulzar, Muhammad Ali, Singh, Manvinder, Dion, Benoit

EcoLoRA: Communication-Efficient Federated Fine-Tuning of Large Language Models Autoría: Liu, Han, Wen, Ruoyao, Nair, Srijith, Liu, Jia, Lou, Wenjing, Zhang, Chongjie, Yeoh, William, Vorobeychik, Yevgeniy, Zhang, Ning

Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition Autoría: Radhakrishnan, Srijith, Yang, Chao-Han Huck, Khan, Sumeer Ahmad, Kumar, Rohit, Kiani, Narsis A., Gomez-Cabrero, David, Tegner, Jesper N.

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