Lionel M. Ni
6 papers · 2018–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Research topics
Computer Vision
(5)
Deep Learning
(5)
Analysis
(4)
Architectures
(4)
Processing
(3)
Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
object detection
(3)
instance segmentation
(2)
semantic segmentation
(2)
panoptic segmentation
(2)
online learning
(1)
image editing
(1)
neural network optimization
(1)
efficient computing
(1)
signal processing
(1)
image processing
(1)
convolutional sparse coding
(1)
diffusion model
(1)
variational autoencoder
(1)
multi-scale feature
(1)
deformable attention
(1)
mask prediction
(1)
masked attention
(1)
mask transformer
(1)
layer decomposition
(1)
mask-piloted transformer
(1)
Papers
Qwen-Image-Layered: Towards Inherent Editability via Layer Decomposition
CVPR 2026
Lite DETR: An Interleaved Multi-Scale Encoder for Efficient DETR
CVPR 2023
Mask DINO: Towards a Unified Transformer-Based Framework for Object Detection and Segmentation
CVPR 2023
MP-Former: Mask-Piloted Transformer for Image Segmentation
CVPR 2023
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising
CVPR 2022
Online Convolutional Sparse Coding with Sample-Dependent Dictionary
ICML 2018