Yichen Xie
15 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (4) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(28)
π
Conference Polyglot
(7)
π
Century Club
(15)
ποΈ
Keyword Collector
(58)
β‘
Prolific Year
(5)
Conferences
AAAI (3)
CVPR (3)
ICLR (3)
ICCV (2)
NIPS (2)
CORL (1)
ECCV (1)
Top co-authors
Keywords
active learning
(3)
annotation budget
(2)
self-supervised learning
(2)
autonomous driving
(2)
computer vision
(1)
scene understanding
(1)
representation learning
(1)
model interpretability
(1)
feature extraction
(1)
data augmentation
(1)
multimodal learning
(1)
motion estimation
(1)
cross-modal learning
(1)
human-object interaction
(1)
gaussian splatting
(1)
visual representation
(1)
feature attribution
(1)
neural network interpretation
(1)
sparse representation
(1)
transfer learning
(1)
Papers
Rethinking Classifier Re-Training in Long-Tailed Recognition: Label Over-Smooth Can Balance
ICLR 2025
DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes
CVPR 2025
S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Model with Spatio-Temporal Visual Representation
CVPR 2025
X-Drive: Cross-modality Consistent Multi-Sensor Data Synthesis for Driving Scenarios
ICLR 2025
Boundary Matters: A Bi-Level Active Finetuning Method
NIPS 2024
Sparse Diffusion Policy: A Sparse, Reusable, and Flexible Policy for Robot Learning
CORL 2024
Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable Generation
ECCV 2024
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm
CVPR 2023
SparseFusion: Fusing Multi-Modal Sparse Representations for Multi-Sensor 3D Object Detection
ICCV 2023
Towards Free Data Selection with General-Purpose Models
NIPS 2023
DIRV: Dense Interaction Region Voting for End-to-End Human-Object Interaction Detection
AAAI 2021
Interpreting Multivariate Shapley Interactions in DNNs
AAAI 2021
Interpreting and Boosting Dropout from a Game-Theoretic View
ICLR 2021
Spatio-Temporal Self-Supervised Representation Learning for 3D Point Clouds
ICCV 2021
DecAug: Augmenting HOI Detection via Decomposition
AAAI 2021