Shiyi Lan
20 papers · 2017–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (37) π Conference Polyglot (5) π Academic Marathon (8) π§ Keyword Pioneer
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Keyword Pioneer
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Hot Topic Early Bird
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Topic Evolution
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Prolific Year
(5)
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Century Club
(19)
ποΈ
Keyword Collector
(95)
π₯
Unstoppable
(7)
β
The Questioner
Conferences
CVPR (10)
ICCV (4)
ECCV (3)
AAAI (1)
EMNLP (1)
WACV (1)
Top co-authors
Research topics
Keywords
autonomous driving
(4)
instance segmentation
(3)
vision transformer
(3)
3d object detection
(3)
object detection
(3)
attention mechanism
(2)
trajectory prediction
(2)
vision-language model
(2)
end-to-end autonomous driving
(2)
neural network
(2)
convolutional neural network
(2)
weakly supervised learning
(2)
zero-shot learning
(2)
end-to-end learning
(2)
image captioning
(1)
multimodal learning
(1)
benchmark evaluation
(1)
contrastive learning
(1)
self-supervised learning
(1)
image synthesis
(1)
Papers
DriveSuprim: Towards Precise Trajectory Selection for End-to-End Planning
AAAI 2026
MDP: Multidimensional Vision Model Pruning with Latency Constraint
CVPR 2025
Hydra-NeXt: Robust Closed-Loop Driving with Open-Loop Training
ICCV 2025
OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning
CVPR 2025
BEVNeXt: Reviving Dense BEV Frameworks for 3D Object Detection
CVPR 2024
Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving?
CVPR 2024
Synthesize Diagnose and Optimize: Towards Fine-Grained Vision-Language Understanding
CVPR 2024
SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation
ECCV 2024
A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties
ECCV 2024
Fully Attentional Networks with Self-emerging Token Labeling
ICCV 2023
Vision Transformers Are Good Mask Auto-Labelers
CVPR 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning
EMNLP 2023
FocalFormer3D: Focusing on Hard Instance for 3D Object Detection
ICCV 2023
M3DETR: Multi-Representation, Multi-Scale, Mutual-Relation 3D Object Detection With Transformers
WACV 2022
AdaViT: Adaptive Vision Transformers for Efficient Image Recognition
CVPR 2022
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence From Box Supervision
ICCV 2021
InfoFocus: 3D Object Detection for Autonomous Driving with Dynamic Information Modeling
ECCV 2020
SaccadeNet: A Fast and Accurate Object Detector
CVPR 2020
Modeling Local Geometric Structure of 3D Point Clouds Using Geo-CNN
CVPR 2019
FastMask: Segment Multi-Scale Object Candidates in One Shot
CVPR 2017