Amil Merchant
4 papers · 2020–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Models
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Keywords
representation learning
(1)
image generation
(1)
non-convex optimization
(1)
transfer learning
(1)
dependency parsing
(1)
conditional generation
(1)
loss landscape
(1)
linguistic knowledge
(1)
iterative refinement
(1)
parallel computing
(1)
generative model
(1)
diffusion model
(1)
pre-trained model
(1)
learned optimization
(1)
model generalization
(1)
property prediction
(1)
pre-trained language model
(1)
latency reduction
(1)
diffusion model sampling
(1)
parallel compute
(1)