Razvan-Gabriel Dumitru

According to our database, Razvan-Gabriel Dumitru authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Layer-Wise Quantization: A Pragmatic and Effective Method for Quantizing LLMs Beyond Integer Bit-Levels.

Razvan-Gabriel Dumitru, Vikas Yadav, Rishabh Maheshwary, Paul-Ioan Clotan, Sathwik Tejaswi Madhusudhan, Mihai Surdeanu

CoRR, 2024

Enhancing Transformer RNNs with Multiple Temporal Perspectives.

Razvan-Gabriel Dumitru, Darius Peteleaza, Mihai Surdeanu

CoRR, 2024

Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy.

Razvan-Gabriel Dumitru, Paul-Ioan Clotan, Vikas Yadav, Darius Peteleaza, Mihai Surdeanu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

ELLEN: Extremely Lightly Supervised Learning for Efficient Named Entity Recognition.

Haris Riaz, Razvan-Gabriel Dumitru, Mihai Surdeanu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Using DUCK-Net for Polyp Image Segmentation.

Razvan-Gabriel Dumitru, Darius Peteleaza, Catalin Craciun

CoRR, 2023

3D Object Recognition using Enhanced Slicing.

Razvan-Gabriel Dumitru, Dorian Gorgan

Proceedings of the 19th IEEE International Conference on Intelligent Computer Communication and Processing, 2023

2022

3D Object Recognition Method Using CNNs and Slicing.

Razvan-Gabriel Dumitru, Sebastian Antonio Toma, Dorian Gorgan

Proceedings of the IEEE International Conference on Automation, 2022