Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps Paper • 2505.18675 • Published May 24 • 23
FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation Paper • 2312.04484 • Published Dec 7, 2023
LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes Paper • 2501.04004 • Published Jan 7 • 1
Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives Paper • 2501.04003 • Published Jan 7 • 28
LargeAD: Large-Scale Cross-Sensor Data Pretraining for Autonomous Driving Paper • 2501.04005 • Published Jan 7
OVGaussian: Generalizable 3D Gaussian Segmentation with Open Vocabularies Paper • 2501.00326 • Published Dec 31, 2024 • 1
FlexEvent: Event Camera Object Detection at Arbitrary Frequencies Paper • 2412.06708 • Published Dec 9, 2024
Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective Paper • 2208.07365 • Published Aug 15, 2022
4D Contrastive Superflows are Dense 3D Representation Learners Paper • 2407.06190 • Published Jul 8, 2024
SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding Paper • 2412.04383 • Published Dec 5, 2024 • 4
DynamicCity: Large-Scale LiDAR Generation from Dynamic Scenes Paper • 2410.18084 • Published Oct 23, 2024 • 14
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Paper • 2307.15061 • Published Jul 27, 2023
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg Codebase Paper • 2309.05573 • Published Sep 11, 2023 • 1
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models Paper • 2306.09347 • Published Jun 15, 2023 • 1
LaserMix for Semi-Supervised LiDAR Semantic Segmentation Paper • 2207.00026 • Published Jun 30, 2022 • 1
CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIP Paper • 2301.04926 • Published Jan 12, 2023 • 1
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Paper • 2111.15242 • Published Nov 30, 2021 • 1
Rethinking Range View Representation for LiDAR Segmentation Paper • 2303.05367 • Published Mar 9, 2023 • 1
Robo3D: Towards Robust and Reliable 3D Perception against Corruptions Paper • 2303.17597 • Published Mar 30, 2023 • 1