Computation and Language · Computer Science
Text Compression-aided Transformer Encoding
Zuchao Li, Zhuosheng Zhang, Hai Zhao, Rui Wang +3
2021-02-12
Machine Learning · Computer Science
Transformers from Compressed Representations
Juan C. Leon Alcazar, Mattia Soldan, Mohammad Saatialsoruji, Alejandro Pardo +3
2025-10-30
Multimedia · Computer Science
Efficient Compressed Sensing Based Image Coding by Using Gray Transformation
Bo Zhang, Di Xiao, Lan Wang, Sen Bai +1
2021-02-03
Computation and Language · Computer Science
An Enhanced Text Compression Approach Using Transformer-based Language Models
Chowdhury Mofizur Rahman, Mahbub E Sobhani, Anika Tasnim Rodela, Swakkhar Shatabda
2024-12-23
Image and Video Processing · Electrical Eng. & Systems
End-to-End Semantic Preservation in Text-Aware Image Compression Systems
Stefano Della Fiore, Alessandro Gnutti, Marco Dalai, Pierangelo Migliorati +1
2025-10-16
Machine Learning · Computer Science
Text + Sketch: Image Compression at Ultra Low Rates
Eric Lei, Yiğit Berkay Uslu, Hamed Hassani, Shirin Saeedi Bidokhti
2023-07-06
Image and Video Processing · Electrical Eng. & Systems
Multi-rate adaptive transform coding for video compression
Lyndon R. Duong, Bohan Li, Cheng Chen, Jingning Han
2023-02-21
Computation and Language · Computer Science
Crossword: A Semantic Approach to Data Compression via Masking
Mingxiao Li, Rui Jin, Liyao Xiang, Kaiming Shen +1
2023-04-04
Computer Vision and Pattern Recognition · Computer Science
Thousand to One: Semantic Prior Modeling for Conceptual Coding
Jianhui Chang, Zhenghui Zhao, Lingbo Yang, Chuanmin Jia +2
2021-03-17
Networking and Internet Architecture · Computer Science
Rethinking Image Compression on the Web with Generative AI
Shayan Ali Hassan, Danish Humair, Ihsan Ayyub Qazi, Zafar Ayyub Qazi
2024-07-08
Computation and Language · Computer Science
Direction is what you need: Improving Word Embedding Compression in Large Language Models
Klaudia Bałazy, Mohammadreza Banaei, Rémi Lebret, Jacek Tabor +1
2021-08-04
Image and Video Processing · Electrical Eng. & Systems
Survey: Transformer-based Models in Data Modality Conversion
Elyas Rashno, Amir Eskandari, Aman Anand, Farhana Zulkernine
2024-08-12
Computer Vision and Pattern Recognition · Computer Science
Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity
Hagyeong Lee, Minkyu Kim, Jun-Hyuk Kim, Seungeon Kim +2
2024-05-24
Image and Video Processing · Electrical Eng. & Systems
Towards Modality Transferable Visual Information Representation with Optimal Model Compression
Rongqun Lin, Linwei Zhu, Shiqi Wang, Sam Kwong
2020-08-14
Information Theory · Computer Science
Information Compression in the AI Era: Recent Advances and Future Challenges
Jun Chen, Yong Fang, Ashish Khisti, Ayfer Ozgur +2
2024-06-17