Chun-Sung Ferng
5 papers · 2012–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Techniques
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
active learning
(1)
transformer architecture
(1)
representation learning
(1)
image classification
(1)
adversarial robustness
(1)
model robustness
(1)
self-supervised learning
(1)
attention mechanism
(1)
factual accuracy
(1)
text generation
(1)
adversarial training
(1)
permutation equivariance
(1)
uncertainty sampling
(1)
support vector machine
(1)
deep neural network
(1)
adversarial perturbation
(1)
gradient approximation
(1)
positional encoding
(1)
decoding strategy
(1)
output optimization
(1)
Papers
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
ICLR 2025
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models
NeurIPS 2024
Adversarial Robustness Across Representation Spaces
CVPR 2021
A Simple and Effective Positional Encoding for Transformers
EMNLP 2021
Active Learning with Hinted Support Vector Machine
ACML 2012