Alireza Ganjdanesh

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Saliency Detection

Avoid Overfitting

Efficient Learning

Top Venues

J. Comput. Biol.

Publications

Vasu Singla, Kaiyu Yue, Sukriti Paul, Reza Shirkavand, Mayuka Jayawardhana, Alireza Ganjdanesh, Heng Huang, Abhinav Bhatele, Gowthami Somepalli, Tom Goldstein
From Pixels to Prose: A Large Dataset of Dense Image Captions. CoRR (2024)
Alireza Ganjdanesh, Shangqian Gao, Heng Huang
Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment. CoRR (2024)
Alireza Ganjdanesh, Shangqian Gao, Hirad Alipanah, Heng Huang
Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold. AAAI (2024)
Alireza Ganjdanesh, Reza Shirkavand, Shangqian Gao, Heng Huang
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models. CoRR (2024)
Alireza Ganjdanesh, Shangqian Gao, Hirad Alipanah, Heng Huang
Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold. CoRR (2023)
Alireza Ganjdanesh, Shangqian Gao, Heng Huang
EffConv: Efficient Learning of Kernel Sizes for Convolution Layers of CNNs. AAAI (2023)
Alireza Ganjdanesh, Shangqian Gao, Heng Huang
Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps. CoRR (2022)
Alireza Ganjdanesh, Jipeng Zhang, Wei Chen, Heng Huang
Multi-modal Genotype and Phenotype Mutual Learning to Enhance Single-Modal Input Based Longitudinal Outcome Prediction. RECOMB (2022)
Alireza Ganjdanesh, Shangqian Gao, Heng Huang
Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps. ECCV (21) (2022)
Alireza Ganjdanesh, Jipeng Zhang, Sarah Yan, Wei Chen, Heng Huang
Multimodal Genotype and Phenotype Data Integration to Improve Partial Data-Based Longitudinal Prediction. J. Comput. Biol. 29 (12) (2022)
Alireza Ganjdanesh, Kamran Ghasedi, Liang Zhan, Weidong Cai, Heng Huang
Predicting Potential Propensity of Adolescents to Drugs via New Semi-supervised Deep Ordinal Regression Model. MICCAI (1) (2020)