Xinyue Cai
8 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (17)
π£
Hot Topic Early Bird
Conferences
ECCV (3)
AAAI (2)
CVPR (1)
ICCV (1)
NIPS (1)
Top co-authors
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
Reason2Drive: Towards Interpretable and Chain-based Reasoning for Autonomous Driving
ECCV 2024
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
NIPS 2024
LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement
AAAI 2024
Translating Images to Road Network: A Non-Autoregressive Sequence-to-Sequence Approach
ICCV 2023
RCLane: Relay Chain Prediction for Lane Detection
ECCV 2022
ONCE-3DLanes: Building Monocular 3D Lane Detection
CVPR 2022
Laneformer: Object-Aware Row-Column Transformers for Lane Detection
AAAI 2022
CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending
ECCV 2020