Xiao Tan

40 papers · 2014–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (11) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (51) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (25) 🔬 Deep Specialist (12) 🏆 Grand Slam 💎 Century Club (40) 📈 Trend Setter 🗃️ Keyword Collector (139) 🔥 Unstoppable (8) ⚡ Prolific Year (5) 🚀 Conference Pioneer

Conferences

ICCV (13) CVPR (10) ECCV (7) NIPS (4) AAAI (2) ICLR (2) ICML (1) IJCAI (1)

Top co-authors

Errui Ding (25) Xiaoqing Ye (17) Wei Zhang (13) Jingdong Wang (12) Guanbin Li (8) Yingying Li (7) Shilei Wen (7) Xiang Bai (6) Xiangru Lin (6) Junyu Han (5)

Keywords

3d object detection (8) semi-supervised learning (5) pseudo label (4) point cloud (4) autonomous driving (4) monocular 3d object detection (3) knowledge distillation (3) depth estimation (3) semi-supervised object detection (3) large language model (2) 3d vision (2) stereo matching (2) feature representation (2) self-supervised learning (2) pseudo labeling (2) bird's eye view (2) source separation (1) disparity estimation (1) vision transformer (1) density estimation (1)

Papers

Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security ICML 2025

LaneDiffusion: Improving Centerline Graph Learning via Prior Injected BEV Feature Generation ICCV 2025

VLDrive: Vision-Augmented Lightweight MLLMs for Efficient Language-grounded Autonomous Driving ICCV 2025

AdaDrive: Self-Adaptive Slow-Fast System for Language-Grounded Autonomous Driving ICCV 2025

Uni$^2$Det: Unified and Universal Framework for Prompt-Guided Multi-dataset 3D Detection ICLR 2025

LIRA: Reasoning Reconstruction via Multimodal Large Language Models ICCV 2025

MGMapNet: Multi-Granularity Representation Learning for End-to-End Vectorized HD Map Construction ICLR 2025

FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings NIPS 2024

OPEN: Object-wise Position Embedding for Multi-view 3D Object Detection ECCV 2024

Decoupled Pseudo-labeling for Semi-Supervised Monocular 3D Object Detection CVPR 2024

Interactive 3D Object Detection with Prompts ECCV 2024

PointMamba: A Simple State Space Model for Point Cloud Analysis NIPS 2024

Semi-DETR: Semi-Supervised Object Detection With Detection Transformers CVPR 2023

A Simple Vision Transformer for Weakly Semi-supervised 3D Object Detection ICCV 2023

Gradient-based Sampling for Class Imbalanced Semi-supervised Object Detection ICCV 2023

StereoDistill: Pick the Cream from LiDAR for Distilling Stereo-Based 3D Object Detection AAAI 2023

Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection CVPR 2023

CAPE: Camera View Position Embedding for Multi-View 3D Object Detection CVPR 2023

Command-Driven Articulated Object Understanding and Manipulation CVPR 2023

Forward Flow for Novel View Synthesis of Dynamic Scenes ICCV 2023

CFCG: Semi-Supervised Semantic Segmentation via Cross-Fusion and Contour Guidance Supervision ICCV 2023

Reusing the Task-Specific Classifier as a Discriminator: Discriminator-Free Adversarial Domain Adaptation CVPR 2022

Rope3D: The Roadside Perception Dataset for Autonomous Driving and Monocular 3D Object Detection Task CVPR 2022

TWIST: Two-Way Inter-Label Self-Training for Semi-Supervised 3D Instance Segmentation CVPR 2022

Spatial Pruned Sparse Convolution for Efficient 3D Object Detection NIPS 2022

GitNet: Geometric Prior-Based Transformation for Birds-Eye-View Segmentation ECCV 2022

Diverse Learner: Exploring Diverse Supervision for Semi-Supervised Object Detection ECCV 2022

Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance Video IJCAI 2021

The Devil Is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection ICCV 2021

Revealing the Reciprocal Relations Between Self-Supervised Stereo and Monocular Depth Estimation ICCV 2021

Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching NIPS 2020

Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection CVPR 2020

ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection AAAI 2020

Monocular 3D Object Detection via Feature Domain Adaptation ECCV 2020

Segment as Points for Efficient Online Multi-Object Tracking and Segmentation ECCV 2020

Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition ICCV 2019

Perspective-Guided Convolution Networks for Crowd Counting ICCV 2019

Recognizing Part Attributes With Insufficient Data ICCV 2019

Fine-grained Video Categorization with Redundancy Reduction Attention ECCV 2018

Multipoint Filtering with Local Polynomial Approximation and Range Guidance CVPR 2014