← Authors

Jongwook Choi

16 papers · 2017–2025 · 8 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (10) πŸ—ΊοΈ Taxonomy Completionist (10) 🌈 Renaissance Researcher (6) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🀝 Dynamic Duo (12) πŸ† Grand Slam 🧬 Topic Evolution πŸ’Ž Century Club (16) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (84) πŸ”₯ Unstoppable (6)

Conferences

CVPR (4) ICLR (3) NIPS (3) ICML (2) AAAI (1) ACL (1) ICCV (1) UAI (1)

Top co-authors

Honglak Lee (12) Sungryull Sohn (6) Gunhee Kim (3) Mohammad Norouzi (2) Izzeddin Gur (2) Taehoon Kim (2) Yonghyun Jeong (2) Sungtae Lee (2) Yijie Guo (2) Jongwon Choi (2)

Keywords

reinforcement learning (4) sparse reward (2) video captioning (2) attention mechanism (2) deepfake detection (2) successor feature (2) goal-conditioned reinforcement learning (2) sample efficiency (1) zero-shot learning (1) contrastive learning (1) policy optimization (1) variational inference (1) object detection (1) visual question answering (1) imitation learning (1) interactive decision-making (1) meta-learning (1) multimodal learning (1) face recognition (1) text-to-image synthesis (1)

Papers

Interactive and Expressive Code-Augmented Planning with Large Language Models ACL 2025
Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection ICCV 2025
Exploiting Style Latent Flows for Generalizing Deepfake Video Detection CVPR 2024
Unsupervised Object Interaction Learning with Counterfactual Dynamics Models AAAI 2024
Fast inference and transfer of compositional task structures for few-shot task generalization UAI 2022
Lipschitz-constrained Unsupervised Skill Discovery ICLR 2022
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks ICML 2021
Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning NIPS 2021
Environment Generation for Zero-Shot Compositional Reinforcement Learning NIPS 2021
Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021
Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies ICLR 2020
Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards NIPS 2020
Contingency-Aware Exploration in Reinforcement Learning ICLR 2019
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis CVPR 2018
Supervising Neural Attention Models for Video Captioning by Human Gaze Data CVPR 2017
End-To-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering CVPR 2017