Lewei Yao
16 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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Keyword Collector
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Research topics
Machine Learning
(12)
Deep Learning
(9)
Computer Vision
(8)
Analysis
(7)
Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(6)
Artificial Intelligence
(5)
Models
(5)
Application Areas
(4)
Core AI
(3)
Learning Paradigms
(3)
Optimization & Theory
(3)
Architectures
(2)
Core Methods
(2)
Natural Language Processing
(1)
Keywords
object detection
(8)
knowledge distillation
(3)
vision-language model
(3)
zero-shot detection
(3)
neural architecture search
(3)
contrastive learning
(3)
vision-language pre-training
(3)
model compression
(3)
multimodal learning
(2)
image generation
(2)
feature pyramid network
(2)
word-region alignment
(2)
transfer learning
(2)
open vocabulary
(2)
open-vocabulary object detection
(2)
text-to-image synthesis
(1)
open-vocabulary detection
(1)
network architecture
(1)
model adaptation
(1)
visual perception
(1)
Papers
LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation
ICCV 2025
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection
CVPR 2024
Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction
ICLR 2024
PerceptionGPT: Effectively Fusing Visual Perception into LLM
CVPR 2024
PixArt-Ξ±: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
ICLR 2024
PixArt-Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
ECCV 2024
DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-Training via Word-Region Alignment
CVPR 2023
DetGPT: Detect What You Need via Reasoning
EMNLP 2023
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-efficient Fine-Tuning
ICCV 2023
DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection
NeurIPS 2022
FILIP: Fine-grained Interactive Language-Image Pre-Training
ICLR 2022
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark
NeurIPS 2022
G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-Guided Feature Imitation
ICCV 2021
Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation
CVPR 2021
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection
AAAI 2020
Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification
ICCV 2019