Xiao Tan

From Intuition to Investigation: A Tool-Augmented Reasoning MLLM Framework for Generalizable Face Anti-Spoofing CVPR 2026 Hugging Visual Prompt and Segmentation Tokens: Consistency Learning for Fine-Grained Visual Understanding in MLLMs CVPR 2026 LiGen: Active Lipid Generation via a Molecular Language Model ACL 2026 OptiMVMap: Offline Vectorized Map Construction via Optimal Multi-vehicle Perspectives CVPR 2026 ViLoMem: Agentic Learner with Grow-and-Refine Multimodal Semantic Memory CVPR 2026 AdaDrive: Self-Adaptive Slow-Fast System for Language-Grounded Autonomous Driving ICCV 2025 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 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 Uni$^2$Det: Unified and Universal Framework for Prompt-Guided Multi-dataset 3D Detection ICLR 2025 VLDrive: Vision-Augmented Lightweight MLLMs for Efficient Language-grounded Autonomous Driving ICCV 2025 Decoupled Pseudo-labeling for Semi-Supervised Monocular 3D Object Detection CVPR 2024 FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings NeurIPS 2024 Interactive 3D Object Detection with Prompts ECCV 2024 OPEN: Object-wise Position Embedding for Multi-view 3D Object Detection ECCV 2024 PointMamba: A Simple State Space Model for Point Cloud Analysis NeurIPS 2024 Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection CVPR 2023 A Simple Vision Transformer for Weakly Semi-supervised 3D Object Detection ICCV 2023 CAPE: Camera View Position Embedding for Multi-View 3D Object Detection CVPR 2023 CFCG: Semi-Supervised Semantic Segmentation via Cross-Fusion and Contour Guidance Supervision ICCV 2023 Command-Driven Articulated Object Understanding and Manipulation CVPR 2023 Forward Flow for Novel View Synthesis of Dynamic Scenes ICCV 2023 Gradient-based Sampling for Class Imbalanced Semi-supervised Object Detection ICCV 2023 Semi-DETR: Semi-Supervised Object Detection With Detection Transformers CVPR 2023 StereoDistill: Pick the Cream from LiDAR for Distilling Stereo-Based 3D Object Detection AAAI 2023 Diverse Learner: Exploring Diverse Supervision for Semi-Supervised Object Detection ECCV 2022 GitNet: Geometric Prior-Based Transformation for Birds-Eye-View Segmentation ECCV 2022 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 Spatial Pruned Sparse Convolution for Efficient 3D Object Detection NeurIPS 2022 TWIST: Two-Way Inter-Label Self-Training for Semi-Supervised 3D Instance Segmentation CVPR 2022 Revealing the Reciprocal Relations Between Self-Supervised Stereo and Monocular Depth Estimation ICCV 2021 The Devil Is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection ICCV 2021 Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance Video IJCAI 2021 Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection CVPR 2020 Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching NeurIPS 2020 Monocular 3D Object Detection via Feature Domain Adaptation ECCV 2020 Segment as Points for Efficient Online Multi-Object Tracking and Segmentation ECCV 2020 ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection AAAI 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