Xinyue Cai
8 papers · 2020–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Core AI
(3)
Domain-Specific
(3)
Machine Learning
(2)
Analysis
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Application Areas
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
autonomous driving
(2)
semantic segmentation
(1)
computer vision
(1)
depth perception
(1)
object detection
(1)
attention mechanism
(1)
lane detection
(1)
bird's eye view
(1)
topology extraction
(1)
energy function
(1)
language model
(1)
multimodal large language model
(1)
visual prompt
(1)
latent variable optimization
(1)
attention response
(1)
out-of-domain generalization
(1)
directed acyclic graph
(1)
monocular vision
(1)
inference-time adaptation
(1)
inference-time optimization
(1)
Papers
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
NeurIPS 2024
LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement
AAAI 2024
Reason2Drive: Towards Interpretable and Chain-based Reasoning for Autonomous Driving
ECCV 2024
Translating Images to Road Network: A Non-Autoregressive Sequence-to-Sequence Approach
ICCV 2023
Laneformer: Object-Aware Row-Column Transformers for Lane Detection
AAAI 2022
ONCE-3DLanes: Building Monocular 3D Lane Detection
CVPR 2022
RCLane: Relay Chain Prediction for Lane Detection
ECCV 2022
CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending
ECCV 2020