Faruk Ahmed
7 papers · 2015–2025 · 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 (22) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🧬
Topic Evolution
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(4)
Application Areas
(4)
Computer Vision
(3)
Deep Learning
(3)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Analysis
(2)
Core AI
(2)
Core Methods
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Generation
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
multi-task learning
(2)
model compression
(1)
image segmentation
(1)
object recognition
(1)
self-supervised learning
(1)
knowledge distillation
(1)
kl divergence
(1)
multimodal learning
(1)
image translation
(1)
feature correlation
(1)
deep learning
(1)
empirical risk minimization
(1)
generative model
(1)
autoregressive model
(1)
foundation model
(1)
out-of-distribution detection
(1)
latent space
(1)
generative adversarial network
(1)
systematic generalization
(1)
group invariance
(1)
Papers
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology
ICCV 2025
Integrating Categorical Semantics into Unsupervised Domain Translation
ICLR 2021
Systematic generalisation with group invariant predictions
ICLR 2021
Detecting Semantic Anomalies
AAAI 2020
Probability Distillation: A Caveat and Alternatives
UAI 2019
Improved Training of Wasserstein GANs
NeurIPS 2017
Optimizing Expected Intersection-Over-Union With Candidate-Constrained CRFs
ICCV 2015