Hiroshi Kera
11 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (31)
🏆
Keyword Champion
(2)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🗃️
Keyword Collector
(61)
Venues
Top co-authors
Research topics
Machine Learning
(10)
Optimization & Theory
(7)
Learning Types · Machine Learning
(6)
Deep Learning
(5)
Artificial Intelligence
(3)
Computer Vision
(3)
Mathematics & Optimization
(3)
Analysis
(3)
Core AI
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Mathematics
(3)
Application Areas
(2)
Architectures
(2)
Optimization
(2)
Keywords
neural network
(3)
pixel attribution
(2)
object detection
(2)
adversarial perturbation
(2)
adversarial training
(2)
symbolic computation
(2)
shapley value
(2)
approximate vanishing ideal
(2)
domain adaptation
(1)
feature matching
(1)
action recognition
(1)
class-incremental learning
(1)
mean field theory
(1)
visual explanation
(1)
supervised learning
(1)
conditional gradient
(1)
adversarial robustness
(1)
gradient descent
(1)
semantic matching
(1)
game theory
(1)
Papers
Explaining Object Detectors via Collective Contribution of Pixels
CVPR 2026
Matching Semantically Similar Non-Identical Objects
WACV 2026
Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning
CVPR 2025
Identifying Important Group of Pixels using Interactions
CVPR 2024
Learning to compute Gröbner bases
NeurIPS 2024
Theoretical Understanding of Learning from Adversarial Perturbations
ICLR 2024
Wide Two-Layer Networks can Learn from Adversarial Perturbations
NeurIPS 2024
Adversarial Training from Mean Field Perspective
NeurIPS 2023
Approximate Vanishing Ideal Computations at Scale
ICLR 2023
Adversarial Bone Length Attack on Action Recognition
AAAI 2022
Gradient Boosts the Approximate Vanishing Ideal
AAAI 2020