master PRO
fantos
AI & ML interests
None yet
Recent Activity
liked
a Space
about 4 hours ago
VIDraft/PaperImpact
reacted
to
cutechicken's
post
with ā
about 4 hours ago
š¬ PaperImpact
: Scientific Impact Predictor Powered by Deep Learning šÆ
https://huggingface.co/spaces/VIDraft/PaperImpact
š Overview
A cutting-edge AI system that combines transformer architecture with citation pattern analysis to predict research impact. Our model, trained on 120,000+ CS papers, analyzes innovation potential, methodological robustness, and future impact, providing researchers with valuable insights before publication.
š§ Scientific Foundation
BERT-based semantic analysis
Citation network pattern learning
NDCG optimization & MSE loss
Cross-validated prediction engine
GPU-accelerated inference
š« Why Researchers Need This
Pre-submission impact assessment
Research direction optimization
Time-saving paper evaluation
Competitive edge in academia
Trend identification advantage
šÆ Key Features
One-click arXiv paper analysis
Real-time impact scoring (0-1)
9-tier grading system (AAA-C)
Smart input validation
Instant visual feedback
š Unique Benefits
"Don't wait years to know your paper's impact. Get instant, AI-powered insights to strengthen your research strategy and maximize your academic influence."
Perfect for:
Research authors
PhD students
Journal editors
Research institutions
Grant committees
#ResearchImpact #AcademicAI #ScienceMetrics #ResearchExcellence
reacted
to
cutechicken's
post
with š
about 4 hours ago
š¬ PaperImpact
: Scientific Impact Predictor Powered by Deep Learning šÆ
https://huggingface.co/spaces/VIDraft/PaperImpact
š Overview
A cutting-edge AI system that combines transformer architecture with citation pattern analysis to predict research impact. Our model, trained on 120,000+ CS papers, analyzes innovation potential, methodological robustness, and future impact, providing researchers with valuable insights before publication.
š§ Scientific Foundation
BERT-based semantic analysis
Citation network pattern learning
NDCG optimization & MSE loss
Cross-validated prediction engine
GPU-accelerated inference
š« Why Researchers Need This
Pre-submission impact assessment
Research direction optimization
Time-saving paper evaluation
Competitive edge in academia
Trend identification advantage
šÆ Key Features
One-click arXiv paper analysis
Real-time impact scoring (0-1)
9-tier grading system (AAA-C)
Smart input validation
Instant visual feedback
š Unique Benefits
"Don't wait years to know your paper's impact. Get instant, AI-powered insights to strengthen your research strategy and maximize your academic influence."
Perfect for:
Research authors
PhD students
Journal editors
Research institutions
Grant committees
#ResearchImpact #AcademicAI #ScienceMetrics #ResearchExcellence
Organizations
fantos's activity
Delete app-backup.py
#2 opened 28 days ago
by
fantos
Delete app-backup.py
#1 opened 28 days ago
by
fantos
HELLO WORLD!
1
#1 opened 5 months ago
by
fantos
ā” WebGPU Benchmark Results (20.95x speedup)
#99 opened 5 months ago
by
fantos
Apply for community grant: Personal project (gpu)
#1 opened 10 months ago
by
fantos
Upload ae4ff637e39e5d2f42e3d9355190c510_11518395486.mp4
1
#5 opened 11 months ago
by
fantos
Delete assets/videos/sample5.mp4
1
#4 opened 11 months ago
by
fantos
Upload ae4ff637e39e5d2f42e3d9355190c510_11518395486.mp4
1
#3 opened 11 months ago
by
fantos
Delete assets/videos/sample5.mp4
1
#2 opened 11 months ago
by
fantos