Yalun Dai
8 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
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Research topics
Computer Vision
(6)
Analysis
(6)
Deep Learning
(5)
Artificial Intelligence
(3)
Machine Learning
(3)
Learning Types · Deep Learning
(3)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Techniques
(2)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Processing
(1)
Keywords
instance segmentation
(3)
class imbalance
(2)
large language model
(2)
semantic segmentation
(1)
scene understanding
(1)
unsupervised pretraining
(1)
curriculum learning
(1)
data augmentation
(1)
depth estimation
(1)
3d scene understanding
(1)
gaussian splatting
(1)
saliency detection
(1)
generative model
(1)
foundation model
(1)
neural radiance field
(1)
supervised fine-tuning
(1)
multimodal fusion
(1)
multi-view stereo
(1)
camera pose estimation
(1)
prompt tuning
(1)
Papers
Demystifying Data Organization for Enhanced LLM Training
ACL 2026
OmniVGGT: Omni-Modality Driven Visual Geometry Grounded Transformer
CVPR 2026
Training-Free Dataset Pruning for Instance Segmentation
ICLR 2025
Echoes of the Past: Boosting Long-tail Recognition via Reflective Learning
ECCV 2024
GGRt: Towards Generalizable 3D Gaussians without Pose Priors in Real-Time
ECCV 2024
GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding
CVPR 2024
LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content
CVPR 2024
Boosting Low-Data Instance Segmentation by Unsupervised Pre-Training With Saliency Prompt
CVPR 2023