Lin Song
20 papers · 2019–2025 · 6 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (31)
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Century Club · Bronze
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Research topics
Machine Learning
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Computer Vision
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Analysis
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Artificial Intelligence
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Core AI
(9)
Deep Learning
(8)
Optimization & Theory · Machine Learning
(6)
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(2)
Optimization & Theory · Deep Learning
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Processing
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Mathematics & Optimization
(1)
Keywords
semantic segmentation
(5)
object detection
(4)
image classification
(3)
vision-language model
(3)
multimodal learning
(2)
multi-scale feature
(2)
long-range dependency
(2)
receptive field
(2)
large language model
(2)
feature transform
(2)
action recognition
(1)
video understanding
(1)
neural architecture search
(1)
instance segmentation
(1)
few-shot learning
(1)
zero-shot learning
(1)
weakly supervised learning
(1)
efficient computing
(1)
open-vocabulary detection
(1)
computational complexity
(1)
Papers
HaploVL: A Single-Transformer Baseline for Multi-Modal Understanding
ICML 2025
LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
ICML 2025
InstructDET: Diversifying Referring Object Detection with Generalized Instructions
ICLR 2024
Low-Rank Approximation for Sparse Attention in Multi-Modal LLMs
CVPR 2024
MambaTree: Tree Topology is All You Need in State Space Model
NeurIPS 2024
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio Video Point Cloud Time-Series and Image Recognition
CVPR 2024
YOLO-World: Real-Time Open-Vocabulary Object Detection
CVPR 2024
BoxSnake: Polygonal Instance Segmentation with Box Supervision
ICCV 2023
DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection
ICLR 2023
DiffTune$^+$: Hyperparameter-Free Auto-Tuning using Auto-Differentiation
L4DC 2023
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
NeurIPS 2023
Meta-Adapter: An Online Few-shot Learner for Vision-Language Model
NeurIPS 2023
Contraction L1-Adaptive Control using Gaussian Processes
L4DC 2021
Dynamic Grained Encoder for Vision Transformers
NeurIPS 2021
End-to-End Object Detection With Fully Convolutional Network
CVPR 2021
Fine-Grained Dynamic Head for Object Detection
NeurIPS 2020
Learning Dynamic Routing for Semantic Segmentation
CVPR 2020
Rethinking Learnable Tree Filter for Generic Feature Transform
NeurIPS 2020
Learnable Tree Filter for Structure-preserving Feature Transform
NeurIPS 2019
TACNet: Transition-Aware Context Network for Spatio-Temporal Action Detection
CVPR 2019