Outline Colorization through Tandem Adversarial Networks. - Kevin Frans (CoRR, 2017)

Meta Learning Shared Hierarchies. - Kevin Frans; Jonathan Ho; Xi Chen 022; Pieter Abbeel; John Schulman (ICLR (Poster), 2018)

Unsupervised Image to Sequence Translation with Canvas-Drawer Networks. - Kevin Frans; Chin-Yi Cheng (CoRR, 2018)

AI Charades: Language Models as Interactive Game Environments. - Kevin Frans (CoG, 2021)

Population-Based Evolution Optimizes a Meta-Learning Objective. - Kevin Frans; Olaf Witkowski (CoRR, 2021)

Selecting for Selection: Learning To Balance Adaptive and Diversifying Pressures in Evolutionary Search. - Kevin Frans; Lisa B. Soros; Olaf Witkowski (CoRR, 2021)

CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders. - Kevin Frans; Lisa B. Soros; Olaf Witkowski (NeurIPS, 2022)

Powderworld: A Platform for Understanding Generalization via Rich Task Distributions. - Kevin Frans; Phillip Isola (ICLR, 2023)

Unsupervised Zero-Shot Reinforcement Learning via Functional Reward Encodings. - Kevin Frans; Seohong Park; Pieter Abbeel; Sergey Levine (ICML, 2024)

Is Value Learning Really the Main Bottleneck in Offline RL? - Seohong Park; Kevin Frans; Sergey Levine; Aviral Kumar (NeurIPS, 2024)

Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration. - Max Wilcoxson; Qiyang Li; Kevin Frans; Sergey Levine (CoRR, 2024)

One Step Diffusion via Shortcut Models. - Kevin Frans; Danijar Hafner; Sergey Levine; Pieter Abbeel (ICLR, 2025)

OGBench: Benchmarking Offline Goal-Conditioned RL. - Seohong Park; Kevin Frans; Benjamin Eysenbach; Sergey Levine (ICLR, 2025)

Prioritized Generative Replay. - Renhao Wang; Kevin Frans; Pieter Abbeel; Sergey Levine; Alexei A. Efros (ICLR, 2025)

Diffusion Guidance Is a Controllable Policy Improvement Operator. - Kevin Frans; Seohong Park; Pieter Abbeel; Sergey Levine (CoRR, 2025)

Horizon Reduction Makes RL Scalable. - Seohong Park; Kevin Frans; Deepinder Mann; Benjamin Eysenbach; Aviral Kumar; Sergey Levine (CoRR, 2025)

A Stable Whitening Optimizer for Efficient Neural Network Training. - Kevin Frans; Sergey Levine; Pieter Abbeel (CoRR, 2025)