Translating Imaging to Genomics: Leveraging Transformers for Predictive Modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Farooq, Aiman, Mishra, Deepak, Chaudhury, Santanu |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Survival Prediction in Lung Cancer through Multi-Modal Representation Learning
by: Farooq, Aiman, et al.
Published: (2024)
by: Farooq, Aiman, et al.
Published: (2024)
RobSurv: Vector Quantization-Based Multi-Modal Learning for Robust Cancer Survival Prediction
by: Farooq, Aiman, et al.
Published: (2025)
by: Farooq, Aiman, et al.
Published: (2025)
Leveraging Auxiliary Classification for Rib Fracture Segmentation
by: G., Harini, et al.
Published: (2024)
by: G., Harini, et al.
Published: (2024)
Enhanced Survival Prediction in Head and Neck Cancer Using Convolutional Block Attention and Multimodal Data Fusion
by: Farooq, Aiman, et al.
Published: (2024)
by: Farooq, Aiman, et al.
Published: (2024)
Fine-Grained Rib Fracture Diagnosis with Hyperbolic Embeddings: A Detailed Annotation Framework and Multi-Label Classification Model
by: Pate, Shripad, et al.
Published: (2025)
by: Pate, Shripad, et al.
Published: (2025)
OphEdit: Training-Free Text-Guided Editing of Ophthalmic Surgical Videos
by: Jangir, Ritul, et al.
Published: (2026)
by: Jangir, Ritul, et al.
Published: (2026)
LISR: Learning Linear 3D Implicit Surface Representation Using Compactly Supported Radial Basis Functions
by: Pandey, Atharva, et al.
Published: (2024)
by: Pandey, Atharva, et al.
Published: (2024)
CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning
by: Singh, Azad, et al.
Published: (2024)
by: Singh, Azad, et al.
Published: (2024)
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring
by: Paul, Subhajit, et al.
Published: (2024)
by: Paul, Subhajit, et al.
Published: (2024)
DiSSECT: Structuring Transfer-Ready Medical Image Representations through Discrete Self-Supervision
by: Singh, Azad, et al.
Published: (2025)
by: Singh, Azad, et al.
Published: (2025)
Pyramid Hierarchical Transformer for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
Image-to-Image Translation with Diffusion Transformers and CLIP-Based Image Conditioning
by: Zhu, Qiang, et al.
Published: (2025)
by: Zhu, Qiang, et al.
Published: (2025)
Selective Prior Synchronization via SYNC Loss
by: Mishra, Ishan, et al.
Published: (2026)
by: Mishra, Ishan, et al.
Published: (2026)
Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images
by: Jin, Cheng, et al.
Published: (2025)
by: Jin, Cheng, et al.
Published: (2025)
A Diffusion Model Translator for Efficient Image-to-Image Translation
by: Xia, Mengfei, et al.
Published: (2025)
by: Xia, Mengfei, et al.
Published: (2025)
Leveraging Generalizability of Image-to-Image Translation for Enhanced Adversarial Defense
by: Zhang, Haibo, et al.
Published: (2025)
by: Zhang, Haibo, et al.
Published: (2025)
Leveraging Sparse Annotations for Leukemia Diagnosis on the Large Leukemia Dataset
by: Rehman, Abdul, et al.
Published: (2025)
by: Rehman, Abdul, et al.
Published: (2025)
Implicit Multi-Spectral Transformer: An Lightweight and Effective Visible to Infrared Image Translation Model
by: Chen, Yijia, et al.
Published: (2024)
by: Chen, Yijia, et al.
Published: (2024)
Image Translation with Kernel Prediction Networks for Semantic Segmentation
by: Mata, Cristina, et al.
Published: (2025)
by: Mata, Cristina, et al.
Published: (2025)
Enhancing Image Restoration Transformer via Adaptive Translation Equivariance
by: Hu, JiaKui, et al.
Published: (2025)
by: Hu, JiaKui, et al.
Published: (2025)
Diffusion Model Compression for Image-to-Image Translation
by: Kim, Geonung, et al.
Published: (2024)
by: Kim, Geonung, et al.
Published: (2024)
Leveraging Pre-trained Models for FF-to-FFPE Histopathological Image Translation
by: Zhang, Qilai, et al.
Published: (2024)
by: Zhang, Qilai, et al.
Published: (2024)
Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation
by: Wang, Jiajun, et al.
Published: (2024)
by: Wang, Jiajun, et al.
Published: (2024)
Current Symmetry Group Equivariant Convolution Frameworks for Representation Learning
by: Basheer, Ramzan, et al.
Published: (2024)
by: Basheer, Ramzan, et al.
Published: (2024)
Pix2Next: Leveraging Vision Foundation Models for RGB to NIR Image Translation
by: Jin, Youngwan, et al.
Published: (2024)
by: Jin, Youngwan, et al.
Published: (2024)
PatchRefiner: Leveraging Synthetic Data for Real-Domain High-Resolution Monocular Metric Depth Estimation
by: Li, Zhenyu, et al.
Published: (2024)
by: Li, Zhenyu, et al.
Published: (2024)
StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation
by: Wu, Sidi, et al.
Published: (2024)
by: Wu, Sidi, et al.
Published: (2024)
Lightweight Transformer-Driven Segmentation of Hotspots and Snail Trails in Solar PV Thermal Imagery
by: Joshi, Deepak, et al.
Published: (2025)
by: Joshi, Deepak, et al.
Published: (2025)
Leveraging State Space Models in Long Range Genomics
by: Popov, Matvei, et al.
Published: (2025)
by: Popov, Matvei, et al.
Published: (2025)
SCHEME: Scalable Channel Mixer for Vision Transformers
by: Sridhar, Deepak, et al.
Published: (2023)
by: Sridhar, Deepak, et al.
Published: (2023)
Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation
by: Wong, Ryan, et al.
Published: (2024)
by: Wong, Ryan, et al.
Published: (2024)
Lost in Translation: Modern Neural Networks Still Struggle With Small Realistic Image Transformations
by: Shifman, Ofir, et al.
Published: (2024)
by: Shifman, Ofir, et al.
Published: (2024)
Leveraging Data to Say No: Memory Augmented Plug-and-Play Selective Prediction
by: Sarkar, Aditya, et al.
Published: (2026)
by: Sarkar, Aditya, et al.
Published: (2026)
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis
by: Sridhar, Deepak, et al.
Published: (2024)
by: Sridhar, Deepak, et al.
Published: (2024)
AD-Relight: Training-Free Banner Relighting via Illumination Translation with Diffusion Priors
by: Mishra, Rameshwar, et al.
Published: (2026)
by: Mishra, Rameshwar, et al.
Published: (2026)
Comparison of Two Methods for Stationary Incident Detection Based on Background Image
by: Ghimire, Deepak, et al.
Published: (2025)
by: Ghimire, Deepak, et al.
Published: (2025)
Frequency-Controlled Diffusion Model for Versatile Text-Guided Image-to-Image Translation
by: Gao, Xiang, et al.
Published: (2024)
by: Gao, Xiang, et al.
Published: (2024)
Leveraging Multimodal Diffusion Models to Accelerate Imaging with Side Information
by: Efimov, Timofey, et al.
Published: (2024)
by: Efimov, Timofey, et al.
Published: (2024)
Leveraging Diffusion Models for Stylization using Multiple Style Images
by: Ruta, Dan, et al.
Published: (2025)
by: Ruta, Dan, et al.
Published: (2025)
Image Synthesis with Graph Conditioning: CLIP-Guided Diffusion Models for Scene Graphs
by: Mishra, Rameshwar, et al.
Published: (2024)
by: Mishra, Rameshwar, et al.
Published: (2024)
Similar Items
-
Survival Prediction in Lung Cancer through Multi-Modal Representation Learning
by: Farooq, Aiman, et al.
Published: (2024) -
RobSurv: Vector Quantization-Based Multi-Modal Learning for Robust Cancer Survival Prediction
by: Farooq, Aiman, et al.
Published: (2025) -
Leveraging Auxiliary Classification for Rib Fracture Segmentation
by: G., Harini, et al.
Published: (2024) -
Enhanced Survival Prediction in Head and Neck Cancer Using Convolutional Block Attention and Multimodal Data Fusion
by: Farooq, Aiman, et al.
Published: (2024) -
Fine-Grained Rib Fracture Diagnosis with Hyperbolic Embeddings: A Detailed Annotation Framework and Multi-Label Classification Model
by: Pate, Shripad, et al.
Published: (2025)