Masanori Suganuma
16 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (33) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(15)
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(74)
Top co-authors
Research topics
Computer Vision
(10)
Deep Learning
(10)
Machine Learning
(10)
Architectures
(7)
Processing
(6)
Learning Types Β· Machine Learning
(5)
Analysis
(4)
Application Areas
(4)
Learning Types Β· Deep Learning
(4)
Artificial Intelligence
(3)
Core AI Β· Computer Vision
(3)
Optimization & Theory
(3)
Techniques
(3)
Core AI Β· Artificial Intelligence
(2)
Core Methods
(2)
Keywords
image restoration
(3)
convolutional neural network
(3)
self-supervised learning
(2)
object detection
(2)
evolutionary algorithm
(2)
contrastive learning
(2)
neural architecture search
(2)
neural network
(2)
image reconstruction
(1)
structure from motion
(1)
feature matching
(1)
multimodal learning
(1)
knowledge distillation
(1)
video super-resolution
(1)
image generation
(1)
image anomaly detection
(1)
instruction following
(1)
attention mechanism
(1)
efficient computing
(1)
embodied ai
(1)
Papers
Inverting the Generation Process of Denoising Diffusion Implicit Models: Empirical Evaluation and a Novel Method
WACV 2025
MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval
IJCAI 2025
RefVSR++: Exploiting Reference Inputs for Reference-Based Video Super-Resolution
WACV 2025
Self-Supervised Learning of Intertwined Content and Positional Features for Object Detection
ICML 2025
Contextual Affinity Distillation for Image Anomaly Detection
WACV 2024
SBCFormer: Lightweight Network Capable of Full-Size ImageNet Classification at 1 FPS on Single Board Computers
WACV 2024
Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning
NeurIPS 2022
GRIT: Faster and Better Image Captioning Transformer Using Dual Visual Features
ECCV 2022
Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks
IJCAI 2021
Matching in the Dark: A Dataset for Matching Image Pairs of Low-Light Scenes
ICCV 2021
Analysis and a Solution of Momentarily Missed Detection for Anchor-based Object Detectors
WACV 2020
Efficient Attention Mechanism for Visual Dialog that can Handle All the Interactions between Multiple Inputs
ECCV 2020
Attention-Based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions
CVPR 2019
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration
CVPR 2019
A Genetic Programming Approach to Designing Convolutional Neural Network Architectures
IJCAI 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search
ICML 2018