Chonghao Sima
11 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5)
π
Interdisciplinary Bridge
π
Century Club
(11)
β
The Questioner
π₯
Unstoppable
(5)
Conferences
ECCV (3)
ICCV (3)
NIPS (3)
CORL (1)
CVPR (1)
Top co-authors
Keywords
autonomous driving
(4)
benchmark evaluation
(1)
multi-task learning
(1)
domain adaptation
(1)
decision making
(1)
scene understanding
(1)
knowledge distillation
(1)
multi-modal learning
(1)
visual grounding
(1)
bird's eye view
(1)
future prediction
(1)
neural network optimization
(1)
efficient computing
(1)
locality sensitive hashing
(1)
3d object detection
(1)
partial differential equation
(1)
vision language model
(1)
vision-language model
(1)
autonomous vehicle
(1)
inference efficiency
(1)
Papers
Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives
ICCV 2025
ETA: Efficiency through Thinking Ahead, A Dual Approach to Self-Driving with Large Models
ICCV 2025
Hint-AD: Holistically Aligned Interpretability in End-to-End Autonomous Driving
CORL 2024
DriveLM: Driving with Graph Visual Question Answering
ECCV 2024
Planning-Oriented Autonomous Driving
CVPR 2023
Leveraging Vision-Centric Multi-Modal Expertise for 3D Object Detection
NIPS 2023
Scene as Occupancy
ICCV 2023
OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping
NIPS 2023
BEVFormer: Learning Birdβs-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers
ECCV 2022
PersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane Benchmark
ECCV 2022
LSH-SMILE: Locality Sensitive Hashing Accelerated Simulation and Learning
NIPS 2021