Daiki Kimura
12 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (27) ποΈ Keyword Collector (58)
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(9)
Reinforcement Learning
(6)
Machine Learning
(5)
Applications
(5)
Learning Types Β· Machine Learning
(4)
Deep Learning
(3)
Learning Types Β· Deep Learning
(3)
Methods
(3)
Computer Vision
(2)
Analysis
(2)
Application Areas
(2)
Learning Paradigms
(2)
Natural Language Processing
(1)
Core Methods
(1)
Keywords
text-based game
(7)
reinforcement learning
(6)
neuro-symbolic reasoning
(3)
logical neural network
(3)
policy learning
(3)
neuro-symbolic method
(2)
interpretable policy
(2)
neuro-symbolic learning
(2)
symbolic rule learning
(2)
few-shot learning
(1)
factuality evaluation
(1)
self-supervised learning
(1)
feature learning
(1)
explainable ai
(1)
semantic segmentation
(1)
decision making
(1)
world model
(1)
anomaly detection
(1)
semi-supervised learning
(1)
pixel classification
(1)
Papers
A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation
NeurIPS 2024
Learning Neuro-Symbolic World Models with Conversational Proprioception
ACL 2023
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning
ACL 2023
Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis
ACL 2023
DiffG-RL: Leveraging Difference between Environment State and Common Sense
EMNLP 2022
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization
EMNLP 2022
Language-based General Action Template for Reinforcement Learning Agents
ACL 2021
LOA: Logical Optimal Actions for Text-based Interaction Games
ACL 2021
Neuro-Symbolic Approaches for Text-Based Policy Learning
EMNLP 2021
Neuro-Symbolic Reinforcement Learning with First-Order Logic
EMNLP 2021
Adversarial Discriminative Attention for Robust Anomaly Detection
WACV 2020
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games
EMNLP 2020