Ishaan Gulrajani
9 papers · 2016–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
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Topic Evolution
📈
Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(6)
Models
(6)
Natural Language Processing
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Application Areas
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Applications
(1)
Core Methods
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
generative adversarial network
(3)
diffusion model
(2)
text generation
(2)
reinforcement learning
(1)
domain adaptation
(1)
sentiment analysis
(1)
domain generalization
(1)
text classification
(1)
uncertainty quantification
(1)
preference learning
(1)
question answering
(1)
deep learning
(1)
language modeling
(1)
instruction following
(1)
part-of-speech tagging
(1)
natural language processing
(1)
reinforcement learning from human feedback
(1)
empirical risk minimization
(1)
maximum likelihood
(1)
benchmark evaluation
(1)
Papers
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback
NeurIPS 2023
Likelihood-Based Diffusion Language Models
NeurIPS 2023
Diffusion-LM Improves Controllable Text Generation
NeurIPS 2022
Identifiability Conditions for Domain Adaptation
ICML 2022
In Search of Lost Domain Generalization
ICLR 2021
GANSynth: Adversarial Neural Audio Synthesis
ICLR 2019
Towards GAN Benchmarks Which Require Generalization
ICLR 2019
Improved Training of Wasserstein GANs
NeurIPS 2017
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
ICML 2016