ERDNN: Error-Resilient Deep Neural Networks With a New Error Correction Layer and Piece-Wise Rectified Linear Unit. - Muhammad Salman Ali; Md. Tauhid Bin Iqbal; Kang-Ho Lee; Abdul Muqeet; Seunghyun Lee; Lokwon Kim; Sung-Ho Bae (IEEE Access, 2020)

Distilling Global and Local Logits with Densely Connected Relations. - Youmin Kim; Jinbae Park; Younho Jang; Muhammad Salman Ali; Tae-Hyun Oh; Sung-Ho Bae (ICCV, 2021)

Dynamic Structured Pruning With Novel Filter Importance and Leaky Masking Based on Convolution and Batch Normalization Parameters. - Incheon Cho; Eunseop Shin; Muhammad Salman Ali; Sung-Ho Bae (IEEE Access, 2021)

Binary-Classifiers-Enabled Filters for Semi-Supervised Learning. - Teerath Kumar; Jinbae Park; Muhammad Salman Ali; A. F. M. Shahab Uddin; Jong Hwan Ko; Sung-Ho Bae (IEEE Access, 2021)

A Feature Fusion Based Indicator for Training-Free Neural Architecture Search. - Linh-Tam Tran; Muhammad Salman Ali; Sung-Ho Bae (IEEE Access, 2021)

Towards Efficient Image Compression Without Autoregressive Models. - Muhammad Salman Ali; Yeongwoong Kim; Maryam Qamar; Sung-Chang Lim; Donghyun Kim 017; Chaoning Zhang; Sung-Ho Bae; Hui Yong Kim (NeurIPS, 2023)

Exploring the Optimal Bit Pair for a Quantized Generator and Discriminator. - Subin Yang; Muhammad Salman Ali; A. F. M. Shahab Uddin; Sung-Ho Bae (VCIP, 2023)

A Super-Resolution-Based Feature Map Compression for Machine-Oriented Video Coding. - Jung Heum Kang; Muhammad Salman Ali; Hyewon Jeong; Chang-Kyun Choi; Younhee Kim; Se-Yoon Jeong; Sung-Ho Bae; Hui Yong Kim (IEEE Access, 2023)

Trimming the Fat: Efficient Compression of 3D Gaussian Splats through Pruning. - Muhammad Salman Ali; Maryam Qamar; Sung-Ho Bae; Enzo Tartaglione (BMVC, 2024)

A Deep Features Based Approach Using Modified ResNet50 and Gradient Boosting for Visual Sentiments Classification. - Muhammad Arslan; Muhammad Mubeen; Arslan Akram; Saadullah Farooq Abbasi; Muhammad Salman Ali; Muhammad Usman Tariq (MIPR, 2024)

ALICE: Adapt your Learnable Image Compression modEl for variable bitrates. - Gabriele Spadaro; Muhammad Salman Ali; Alberto Presta; Giommaria Pilo; Sung-Ho Bae; Jhony H. Giraldo; Attilio Fiandrotti; Marco Grangetto; Enzo Tartaglione (VCIP, 2024)

Give me a hint: an explicit prior based image denoising. - A. F. M. Shahab Uddin; Muhammad Salman Ali; Muhammad Awais; Jiwon Hwang; TaeChoong Chung; Sung-Ho Bae (Signal Image Video Process., 2024)

ELMGS: Enhancing Memory and Computation Scalability Through coMpression for 3D Gaussian Splatting. - Muhammad Salman Ali; Sung-Ho Bae; Enzo Tartaglione (WACV, 2025)

Fake Fingerprint Classification Using Hybrid Features Learning With Gradient Boosting. - Muhammad Salman Ali; Arslan Akram; Javed Rashid; Muhammad Arfan Jaffar; Dilawar Shah; Shujaat Ali; Muhammad Tahir (Appl. Comput. Intell. Soft Comput., 2025)

Compression in 3D Gaussian Splatting: A Survey of Methods, Trends, and Future Directions. - Muhammad Salman Ali; Chaoning Zhang; Marco Cagnazzo; Giuseppe Valenzise; Enzo Tartaglione; Sung-Ho Bae (CoRR, 2025)

I-INR: Iterative Implicit Neural Representations. - Ali Haider; Muhammad Salman Ali; Maryam Qamar; Tahir Khalil; Soo Ye Kim; Jihyong Oh; Enzo Tartaglione; Sung-Ho Bae (CoRR, 2025)