Jongwook Choi
16 papers · 2017–2025 · 8 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
Jump to papers ↓+6 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(12)
π
Grand Slam
π§¬
Topic Evolution
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(90)
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(9)
Reinforcement Learning
(8)
Core AI
(8)
Learning Types Β· Machine Learning
(8)
Methods
(7)
Deep Learning
(6)
Computer Vision
(5)
Learning Types Β· Deep Learning
(5)
Applications
(3)
Generation
(3)
Processing
(3)
Natural Language Processing
(2)
Analysis
(2)
Core Methods
(2)
Keywords
reinforcement learning
(7)
sparse reward
(3)
video captioning
(2)
goal-conditioned reinforcement learning
(2)
few-shot learning
(2)
representation learning
(2)
mutual information
(2)
deepfake detection
(2)
successor feature
(2)
skill discovery
(2)
subtask graph
(2)
meta learning
(2)
zero-shot learning
(2)
attention mechanism
(2)
visual question answering
(1)
object detection
(1)
variational inference
(1)
policy optimization
(1)
deep reinforcement learning
(1)
imitation learning
(1)
Papers
Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection
ICCV 2025
Interactive and Expressive Code-Augmented Planning with Large Language Models
ACL 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
Environment Generation for Zero-Shot Compositional Reinforcement Learning
NeurIPS 2021
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks
ICML 2021
Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning
NeurIPS 2021
Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning
ICML 2021
Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards
NeurIPS 2020
Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies
ICLR 2020
Contingency-Aware Exploration in Reinforcement Learning
ICLR 2019
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis
CVPR 2018
End-To-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering
CVPR 2017
Supervising Neural Attention Models for Video Captioning by Human Gaze Data
CVPR 2017