Zhiwei Xiong

Drive-R1: Bridging Reasoning and Planning in VLMs for Autonomous Driving with Reinforcement Learning AAAI 2026 Multi-Granularity Semantic Revision for Large Language Model Distillation ACL 2026 Efficient Plug-and-Play Weight Refinement for Sparse Large Models AAAI 2026 S2D-LFE: Sparse-to-Dense Light Field Event Generation CVPR 2025 All-in-One Image Compression and Restoration WACV 2025 Multi-Spectral Image Color Reproduction WACV 2025 MaskTwins: Dual-form Complementary Masking for Domain-Adaptive Image Segmentation ICML 2025 Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding ICML 2025 Event-Enhanced Blurry Video Super-Resolution AAAI 2025 Learning Gain Map for Inverse Tone Mapping ICLR 2025 CBQ: Cross-Block Quantization for Large Language Models ICLR 2025 Fine-Grained Evaluation of Large Vision-Language Models in Autonomous Driving ICCV 2025 TokenUnify: Scaling Up Autoregressive Pretraining for Neuron Segmentation ICCV 2025 TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction ICCV 2025 Event-boosted Deformable 3D Gaussians for Dynamic Scene Reconstruction ICCV 2025 GenFlow3D: Generative Scene Flow Estimation and Prediction on Point Cloud Sequences ICCV 2025 Generalizable Non-Line-of-Sight Imaging with Learnable Physical Priors ICCV 2025 HDR Image Generation via Gain Map Decomposed Diffusion ICCV 2025 Plug-and-Play Versatile Compressed Video Enhancement CVPR 2025 PQ-SAM: Post-training Quantization for Segment Anything Model ECCV 2024 Toward Dynamic Non-Line-of-Sight Imaging with Mamba Enforced Temporal Consistency NIPS 2024 Learning Multimodal Volumetric Features for Large-Scale Neuron Tracing AAAI 2024 Test-Time Adaptation via Style and Structure Guidance for Histological Image Registration AAAI 2024 Distilling Semantic Priors from SAM to Efficient Image Restoration Models CVPR 2024 Look-Up Table Compression for Efficient Image Restoration CVPR 2024 Event-assisted Low-Light Video Object Segmentation CVPR 2024 Towards Generalizable Tumor Synthesis CVPR 2024 Cross-Dimension Affinity Distillation for 3D EM Neuron Segmentation CVPR 2024 Learning Large-Factor EM Image Super-Resolution with Generative Priors CVPR 2024 High-Resolution and Few-shot View Synthesis from Asymmetric Dual-lens Inputs ECCV 2024 Exploiting Dual-Correlation for Multi-frame Time-of-Flight Denoising ECCV 2024 Event-Adapted Video Super-Resolution ECCV 2024 Accelerated Multi-Contrast MRI Reconstruction via Frequency and Spatial Mutual Learning MICCAI 2024 BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval MICCAI 2024 Joint EM Image Denoising and Segmentation with Instance-aware Interaction MICCAI 2024 Depth From Asymmetric Frame-Event Stereo: A Divide-and-Conquer Approach WACV 2024 TSA2: Temporal Segment Adaptation and Aggregation for Video Harmonization WACV 2024 Hierarchical Prompt Learning for Multi-Task Learning CVPR 2023 A Soma Segmentation Benchmark in Full Adult Fly Brain CVPR 2023 Toward RAW Object Detection: A New Benchmark and a New Model CVPR 2023 Why Is the Winner the Best? CVPR 2023 NLOST: Non-Line-of-Sight Imaging With Transformer CVPR 2023 Event-Based Blurry Frame Interpolation Under Blind Exposure CVPR 2023 DualRel: Semi-Supervised Mitochondria Segmentation From a Prototype Perspective CVPR 2023 Zero-Shot Dual-Lens Super-Resolution CVPR 2023 Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning IJCAI 2023 Appearance Prompt Vision Transformer for Connectome Reconstruction IJCAI 2023 TridentSE: Guiding Speech Enhancement with 32 Global Tokens INTERSPEECH 2023 Deep Non-line-of-sight Imaging from Under-scanning Measurements NIPS 2023 Transition-constant Normalization for Image Enhancement NIPS 2023 Unsupervised Video Deraining with An Event Camera ICCV 2023 Generalized Lightness Adaptation with Channel Selective Normalization ICCV 2023 GET: Group Event Transformer for Event-Based Vision ICCV 2023 Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation ICCV 2023 Adaptive Template Transformer for Mitochondria Segmentation in Electron Microscopy Images ICCV 2023 Style Projected Clustering for Domain Generalized Semantic Segmentation CVPR 2023 Camouflaged Instance Segmentation via Explicit De-Camouflaging CVPR 2023 CutMIB: Boosting Light Field Super-Resolution via Multi-View Image Blending CVPR 2023 Depth Estimation From Indoor Panoramas With Neural Scene Representation CVPR 2023 Progressive Spatio-Temporal Alignment for Efficient Event-Based Motion Estimation CVPR 2023 Learning Sample Relationship for Exposure Correction CVPR 2023 Learning Steerable Function for Efficient Image Resampling CVPR 2023 Recurrent Dynamic Embedding for Video Object Segmentation CVPR 2022 Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph ICLR 2022 Boosting Event Stream Super-Resolution with a Recurrent Neural Network ECCV 2022 Towards Real-World HDRTV Reconstruction: A Data Synthesis-Based Approach ECCV 2022 MuLUT: Cooperating Multiple Look-Up Tables for Efficient Image Super-Resolution ECCV 2022 Quantization-Aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging CVPR 2022 Exploiting Rigidity Constraints for LiDAR Scene Flow Estimation CVPR 2022 Degradation-Agnostic Correspondence From Resolution-Asymmetric Stereo CVPR 2022 Exposure Normalization and Compensation for Multiple-Exposure Correction CVPR 2022 RetrieverTTS: Modeling Decomposed Factors for Text-Based Speech Insertion INTERSPEECH 2022 Learning to Model Pixel-Embedded Affinity for Homogeneous Instance Segmentation AAAI 2022 Efficient Model-Driven Network for Shadow Removal AAAI 2022 Deep Fourier-Based Exposure Correction Network with Spatial-Frequency Interaction ECCV 2022 Biological Instance Segmentation with a Superpixel-Guided Graph IJCAI 2022 Contextual Outpainting With Object-Level Contrastive Learning CVPR 2022 Light Field Super-Resolution With Zero-Shot Learning CVPR 2021 Unfolding Taylor's Approximations for Image Restoration NIPS 2021 Event-Based Video Reconstruction Using Transformer ICCV 2021 Unsupervised Visual Representation Learning by Tracking Patches in Video CVPR 2021 Training Spiking Neural Networks with Accumulated Spiking Flow AAAI 2021 Space-Time Distillation for Video Super-Resolution CVPR 2021 Deep Degradation Prior for Low-Quality Image Classification CVPR 2020 Spatial Hierarchy Aware Residual Pyramid Network for Time-of-Flight Depth Denoising ECCV 2020 Photon-Efficient 3D Imaging with A Non-Local Neural Network ECCV 2020 PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network AAAI 2020 Camera Trace Erasing CVPR 2020 Tracking by Instance Detection: A Meta-Learning Approach CVPR 2020 On The Classification-Distortion-Perception Tradeoff NIPS 2019 Two-Stream Action Recognition-Oriented Video Super-Resolution ICCV 2019 Compact Feature Learning for Multi-Domain Image Classification CVPR 2019 SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking CVPR 2019 Camera Lens Super-Resolution CVPR 2019 Deep Boosting for Image Denoising ECCV 2018 Snapshot Hyperspectral Light Field Imaging CVPR 2017 High-Speed Hyperspectral Video Acquisition With a Dual-Camera Architecture CVPR 2015 Depth Acquisition from Density Modulated Binary Patterns CVPR 2013