Phillip Isola

Computer Science · Physical Sciences

46h-index53.3kcitations176works3.02yr avg
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Research Topics

Generative Adversarial Networks and Image Synthesis(37), Domain Adaptation and Few-Shot Learning(28), Multimodal Machine Learning Applications(27), Advanced Image and Video Retrieval Techniques(23), Advanced Vision and Imaging(21)

Publications176 total

Canonicalizing Multimodal Contrastive Representation Learning
ArXiv.org·2026Open Access
Canonicalizing Multimodal Contrastive Representation Learning
arXiv (Cornell University)·2026Open Access
Fairness Aware Reward Optimization
ArXiv.org·2026Open Access
Fairness Aware Reward Optimization
arXiv (Cornell University)·2026Open Access
ReasonCACHE: Teaching LLMs To Reason Without Weight Updates
ArXiv.org·2026Open Access
ReasonCACHE: Teaching LLMs To Reason Without Weight Updates
arXiv (Cornell University)·2026Open Access
Scalable Real2Sim: Physics-Aware Asset Generation Via Robotic Pick-and-Place Setups
2025· 4 cited
Words That Make Language Models Perceive
arXiv (Cornell University)·2025Open Access
Results of the NeurIPS 2023 Neural MMO Competition on Multi-task Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Separating Knowledge and Perception with Procedural Data
arXiv (Cornell University)·2025Open Access
Assessing Adaptive World Models in Machines with Novel Games
arXiv (Cornell University)·2025· 2 citedOpen Access
Training Transformers with Enforced Lipschitz Constants
arXiv (Cornell University)·2025Open Access
Single-pass Adaptive Image Tokenization for Minimum Program Search
arXiv (Cornell University)·2025Open Access
What Makes for a Good Stereoscopic Image?
2025· 1 cited
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences
arXiv (Cornell University)·2025Open Access
Intrinsically memorable words have unique associations with their meanings.
Journal of Experimental Psychology General·2025· 3 citedOpen Access
Scalable Real2Sim: Physics-Aware Asset Generation Via Robotic Pick-and-Place Setups
arXiv (Cornell University)·2025Open Access
Generative Modeling
MIT Press eBooks·2025Open Access
Automating the Search for Artificial Life With Foundation Models
Artificial Life·2025
What Makes for a Good Stereoscopic Image?
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Alexei A. Efros(11), Dilip Krishnan(11), Yonglong Tian(8), Aude Oliva(8), Jun-Yan Zhu(6), Richard Zhang(6), Antonio Torralba(6), Taesung Park(3), Eli Shechtman(3), Jianxiong Xiao(3), Yen-Chen Lin(3), Tsung-Yi Lin(3), Devi Parikh(3), Lucy Chai(3), Edward H. Adelson(3), Daniel Zoran(3), Pieter Abbeel(3), Oliver Wang(2), Joshua B. Tenenbaum(2), Zoya Bylinskii(2)