Tatsuya Konishi
6 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Optimization & Theory
(3)
Core AI
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Analysis
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
catastrophic forgetting
(4)
continual learning
(4)
task incremental learning
(2)
class-incremental learning
(2)
out-of-distribution detection
(2)
knowledge transfer
(2)
video anomaly detection
(1)
ensemble method
(1)
language model
(1)
node classification
(1)
feature aggregation
(1)
continual pre-training
(1)
domain shift
(1)
higher-order neighbor
(1)
domain-adaptive pre-training
(1)
within-task prediction
(1)
parameter-level soft-masking
(1)
graph neural network
(1)
neural network
(1)
heterophily graph
(1)
Papers
CADE: Continual Weakly-supervised Video Anomaly Detection with Ensembles
WACV 2026
Continual Pre-training of Language Models
ICLR 2023
Learnability and Algorithm for Continual Learning
ICML 2023
Parameter-Level Soft-Masking for Continual Learning
ICML 2023
A Novel Graph Aggregation Method Based on Feature
Distribution Around Each Ego-node for Heterophily
ACML 2022
A Theoretical Study on Solving Continual Learning
NeurIPS 2022