Kangning Liu
10 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (36) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🧬 Topic Evolution
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Keyword Collector
(63)
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Unstoppable · Bronze
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Century Club · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(7)
Computer Vision
(6)
Learning Types · Deep Learning
(6)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Analysis
(4)
Core AI
(4)
Architectures
(2)
Domain-Specific
(2)
Models
(2)
Processing
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Applications
(1)
Keywords
semantic segmentation
(3)
self-supervised learning
(2)
pseudo label
(2)
weakly supervised learning
(2)
image classification
(1)
feature learning
(1)
reinforcement learning
(1)
uncertainty quantification
(1)
object detection
(1)
mathematical reasoning
(1)
text-to-image generation
(1)
action recognition
(1)
image editing
(1)
visual grounding
(1)
contrastive learning
(1)
multimodal interaction
(1)
supervised contrastive learning
(1)
medical image segmentation
(1)
medical image classification
(1)
unsupervised learning
(1)
Papers
Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models
CVPR 2026
VGent: Visual Grounding via Modular Design for Disentangling Reasoning and Prediction
CVPR 2026
Refer to Any Segmentation Mask Group With Vision-Language Prompts
ICCV 2025
Uncertainty-aware Fine-tuning of Segmentation Foundation Models
NeurIPS 2024
Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning
CVPR 2023
Adaptive Early-Learning Correction for Segmentation From Noisy Annotations
CVPR 2022
Are All Losses Created Equal: A Neural Collapse Perspective
NeurIPS 2022
StrokeRehab: A Benchmark Dataset for Sub-second Action Identification
NeurIPS 2022
Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning
WACV 2021
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis
MIDL 2021