Yiming Sun
14 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Research topics
Machine Learning
(10)
Computer Vision
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Deep Learning
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Artificial Intelligence
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Learning Types Β· Machine Learning
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Learning Types Β· Deep Learning
(5)
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Core AI
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Analysis
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Mathematics & Optimization
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Keywords
multimodal learning
(3)
infrared imaging
(3)
image fusion
(3)
matrix decomposition
(1)
semantic segmentation
(1)
image segmentation
(1)
zero-shot learning
(1)
feature learning
(1)
transfer learning
(1)
domain adaptation
(1)
feature extraction
(1)
model robustness
(1)
visual object tracking
(1)
knowledge distillation
(1)
multi-task learning
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representation learning
(1)
content moderation
(1)
point cloud
(1)
video understanding
(1)
active learning
(1)
Papers
CtrlFuse: Mask-Prompt Guided Controllable Infrared and Visible Image Fusion
AAAI 2026
SmartSight: Mitigating Hallucination in Video-LLMs Without Compromising Video Understanding via Temporal Attention Collapse
AAAI 2026
Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization
CVPR 2025
Multi-Scale Graph Learning for Anti-Sparse Downscaling
AAAI 2025
Rethinking Multi-modal Object Detection from the Perspective of Mono-Modality Feature Learning
ICCV 2025
Task-Gated Multi-Expert Collaboration Network for Degraded Multi-Modal Image Fusion
ICML 2025
Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline
AAAI 2025
ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
NeurIPS 2024
Dynamic Brightness Adaptation for Robust Multi-modal Image Fusion
IJCAI 2024
One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models
ICLR 2024
Multi-Modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion
ICCV 2023
Online Active Regression
ICML 2022
Local Aggressive Adversarial Attacks on 3D Point Cloud
ACML 2021
Single Pass Entrywise-Transformed Low Rank Approximation
ICML 2021