Ganjdanesh, Alireza
- From Pixels to Prose: A Large Dataset of Dense Image Captions
2024/06/14 by Singla, Vasu, Yue, Kaiyu, Paul, Sukriti +7 · 8 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection
2024/09/23 by Ganjdanesh, Alireza, Kang, Yan, Liu, Yuchen +3 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models
2024/06/17 by Ganjdanesh, Alireza, Shirkavand, Reza, Gao, Shangqian +1 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ToMoE: Converting Dense Large Language Models to Mixture-of-Experts through Dynamic Structural Pruning
2025/01/25 by Gao, Shangqian, Hua, Ting, Shirkavand, Reza +10 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps
2022/09/07 by Alireza Ganjdanesh, Ganjdanesh, Alireza, Shangqian Gao +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment
2024/03/28 by Alireza Ganjdanesh, Shangqian Gao, Ganjdanesh, Alireza +3 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling