An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Renqi, Han, Wenwei, Zhang, Haohao, Su, Haoyang, Wang, Zhefan, Liu, Xiaolei, Jiang, Hao, Ouyang, Wanli, Dong, Nanqing |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ROGRAG: A Robustly Optimized GraphRAG Framework
by: Wang, Zhefan, et al.
Published: (2025)
by: Wang, Zhefan, et al.
Published: (2025)
AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research
by: Chen, Renqi, et al.
Published: (2025)
by: Chen, Renqi, et al.
Published: (2025)
SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science
by: Ying, Jie, et al.
Published: (2025)
by: Ying, Jie, et al.
Published: (2025)
DeNAS-ViT: Data Efficient NAS-Optimized Vision Transformer for Ultrasound Image Segmentation
by: Chen, Renqi, et al.
Published: (2024)
by: Chen, Renqi, et al.
Published: (2024)
NAS-LoRA: Empowering Parameter-Efficient Fine-Tuning for Visual Foundation Models with Searchable Adaptation
by: Chen, Renqi, et al.
Published: (2025)
by: Chen, Renqi, et al.
Published: (2025)
GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation
by: Chen, Zihong, et al.
Published: (2025)
by: Chen, Zihong, et al.
Published: (2025)
An Embarrassingly Simple Approach for LLM with Strong ASR Capacity
by: Ma, Ziyang, et al.
Published: (2024)
by: Ma, Ziyang, et al.
Published: (2024)
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
by: Su, Haoyang, et al.
Published: (2024)
by: Su, Haoyang, et al.
Published: (2024)
Progressive Data Dropout: An Embarrassingly Simple Approach to Faster Training
by: Sathiyanarayanan, Shriram M, et al.
Published: (2025)
by: Sathiyanarayanan, Shriram M, et al.
Published: (2025)
Genomic Selection for Climate-Resilient Crops: Accelerating Breeding for Climate Change
by: Ravleen Kaur Badwal1*, Pavan Chouksey2, Rohit3
Published: (2025)
by: Ravleen Kaur Badwal1*, Pavan Chouksey2, Rohit3
Published: (2025)
Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection
by: Liu, Dingning, et al.
Published: (2025)
by: Liu, Dingning, et al.
Published: (2025)
An Embarrassingly Simple Baseline for Imbalanced Semi-Supervised Learning
by: Chen, Hao, et al.
Published: (2022)
by: Chen, Hao, et al.
Published: (2022)
ViroBench: Benchmarking Nucleotide Foundation Models on Viral Genomics Tasks
by: Ye, Dongxin, et al.
Published: (2026)
by: Ye, Dongxin, et al.
Published: (2026)
Scalable Multi-Agent Reinforcement Learning for Residential Load Scheduling under Data Governance
by: Qin, Zhaoming, et al.
Published: (2021)
by: Qin, Zhaoming, et al.
Published: (2021)
Just CHOP: Embarrassingly Simple LLM Compression
by: Jha, Ananya Harsh, et al.
Published: (2023)
by: Jha, Ananya Harsh, et al.
Published: (2023)
An Embarrassingly Simple Defense Against LLM Abliteration Attacks
by: Shairah, Harethah Abu, et al.
Published: (2025)
by: Shairah, Harethah Abu, et al.
Published: (2025)
Embarrassingly Simple Self-Distillation Improves Code Generation
by: Zhang, Ruixiang, et al.
Published: (2026)
by: Zhang, Ruixiang, et al.
Published: (2026)
An Embarrassingly Simple Way to Optimize Orthogonal Matrices at Scale
by: Javaloy, Adrián, et al.
Published: (2026)
by: Javaloy, Adrián, et al.
Published: (2026)
DiffRhythm: Blazingly Fast and Embarrassingly Simple End-to-End Full-Length Song Generation with Latent Diffusion
by: Ning, Ziqian, et al.
Published: (2025)
by: Ning, Ziqian, et al.
Published: (2025)
Genome‐Wide Association Studies for Next‐Generation Crop Breeding in the Postgenomic Era
by: Navjot Singh Sidhu, et al.
Published: (2025)
by: Navjot Singh Sidhu, et al.
Published: (2025)
Duality Models: An Embarrassingly Simple One-step Generation Paradigm
by: Sun, Peng, et al.
Published: (2026)
by: Sun, Peng, et al.
Published: (2026)
Embarrassingly Simple Unsupervised Aspect Based Sentiment Tuple Extraction
by: Scaria, Kevin, et al.
Published: (2024)
by: Scaria, Kevin, et al.
Published: (2024)
Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations
by: Zong, Yongshuo, et al.
Published: (2023)
by: Zong, Yongshuo, et al.
Published: (2023)
An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation
by: Han, Haoyu, et al.
Published: (2026)
by: Han, Haoyu, et al.
Published: (2026)
BoundarySeg:An Embarrassingly Simple Method To Boost Medical Image Segmentation Performance for Low Data Regimes
by: Kataria, Tushar, et al.
Published: (2025)
by: Kataria, Tushar, et al.
Published: (2025)
Crop Breeding and Applied Biotechnology
Published: (2009)
Published: (2009)
TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch
by: Song, Xingchen, et al.
Published: (2024)
by: Song, Xingchen, et al.
Published: (2024)
Diaryliodonium Salt‐Mediated Radical Transformation of Indoles with Alcohols for the Synthesis of Unsymmetrical Bis(indolyl)methanes
by: Hongzhen Wang, et al.
Published: (2024)
by: Hongzhen Wang, et al.
Published: (2024)
COMET: Benchmark for Comprehensive Biological Multi-omics Evaluation Tasks and Language Models
by: Ren, Yuchen, et al.
Published: (2024)
by: Ren, Yuchen, et al.
Published: (2024)
An Embarrassment of Riches.
by: Wallach, Ruth
Published: (1997)
by: Wallach, Ruth
Published: (1997)
SITSMamba for Crop Classification based on Satellite Image Time Series
by: Qin, Xiaolei, et al.
Published: (2024)
by: Qin, Xiaolei, et al.
Published: (2024)
L^2CL: Embarrassingly Simple Layer-to-Layer Contrastive Learning for Graph Collaborative Filtering
by: Jin, Xinzhou, et al.
Published: (2024)
by: Jin, Xinzhou, et al.
Published: (2024)
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
by: Qiao, Lifeng, et al.
Published: (2024)
by: Qiao, Lifeng, et al.
Published: (2024)
Breeding Zinc Crops for Better Human Health
Published: (2025)
Published: (2025)
Improving Weakly Supervised Temporal Action Localization by Exploiting Multi-resolution Information in Temporal Domain
by: Su, Rui, et al.
Published: (2025)
by: Su, Rui, et al.
Published: (2025)
Progressive Cross-Stream Cooperation in Spatial and Temporal Domain for Action Localization
by: Su, Rui, et al.
Published: (2019)
by: Su, Rui, et al.
Published: (2019)
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA
by: Yan, Qianqi, et al.
Published: (2024)
by: Yan, Qianqi, et al.
Published: (2024)
Learnable Group Transform: Enhancing Genotype-to-Phenotype Prediction for Rice Breeding with Small, Structured Datasets
by: Dong, Yunxuan, et al.
Published: (2025)
by: Dong, Yunxuan, et al.
Published: (2025)
Embarrassingly Parallel GFlowNets
by: da Silva, Tiago, et al.
Published: (2024)
by: da Silva, Tiago, et al.
Published: (2024)
DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion
by: Liu, Feng, et al.
Published: (2025)
by: Liu, Feng, et al.
Published: (2025)
Similar Items
-
ROGRAG: A Robustly Optimized GraphRAG Framework
by: Wang, Zhefan, et al.
Published: (2025) -
AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research
by: Chen, Renqi, et al.
Published: (2025) -
SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science
by: Ying, Jie, et al.
Published: (2025) -
DeNAS-ViT: Data Efficient NAS-Optimized Vision Transformer for Ultrasound Image Segmentation
by: Chen, Renqi, et al.
Published: (2024) -
NAS-LoRA: Empowering Parameter-Efficient Fine-Tuning for Visual Foundation Models with Searchable Adaptation
by: Chen, Renqi, et al.
Published: (2025)