Jianbing Shen

Less Is More: Vision Representation Compression for Efficient Video Generation with Large Language Models AAAI 2026 Multimodal Large Language Models for Multi-Subject In-Context Image Generation ACL 2026 Compatibility-Aware Dynamic Fine-Tuning for Large Language Models ACL 2026 Sim4Seg: Boosting Multimodal Multi-disease Medical Diagnosis Segmentation with Region-Aware Vision-Language Similarity Masks AAAI 2026 Towards High-Fidelity 3D Portrait Generation with Rich Details by Cross-View Prior-Aware Diffusion AAAI 2026 Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation ACL 2025 MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration ACL 2025 DrivingSphere: Building a High-fidelity 4D World for Closed-loop Simulation CVPR 2025 DME-Driver: Integrating Human Decision Logic and 3D Scene Perception in Autonomous Driving AAAI 2025 Language Prompt for Autonomous Driving AAAI 2025 OLiDM: Object-aware LiDAR Diffusion Models for Autonomous Driving AAAI 2025 Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback ACL 2025 Weak to Strong Generalization for Large Language Models with Multi-capabilities ICLR 2025 ALOcc: Adaptive Lifting-Based 3D Semantic Occupancy and Cost Volume-Based Flow Predictions ICCV 2025 RAGNet: Large-scale Reasoning-based Affordance Segmentation Benchmark towards General Grasping ICCV 2025 DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models ICCV 2025 Semantic Causality-Aware Vision-Based 3D Occupancy Prediction ICCV 2025 Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction CVPR 2025 Decoupling Fine Detail and Global Geometry for Compressed Depth Map Super-Resolution CVPR 2025 LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning CVPR 2025 Visual In-Context Learning for Large Vision-Language Models ACL 2024 Fine-Grained Distillation for Long Document Retrieval AAAI 2024 DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection AAAI 2024 Leveraging Frame Affinity for sRGB-to-RAW Video De-rendering CVPR 2024 IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection CVPR 2024 High-Precision Self-Supervised Monocular Depth Estimation with Rich-Resource Prior ECCV 2024 TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning ICLR 2024 RepVF: A Unified Vector Fields Representation for Multi-task 3D Perception ECCV 2024 LWSIS: LiDAR-Guided Weakly Supervised Instance Segmentation for Autonomous Driving AAAI 2023 Exposing the Self-Supervised Space-Time Correspondence Learning via Graph Kernels AAAI 2023 SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud AAAI 2023 Weakly Supervised Monocular 3D Object Detection Using Multi-View Projection and Direction Consistency CVPR 2023 Referring Multi-Object Tracking CVPR 2023 Self-Supervised Monocular Depth Estimation by Direction-aware Cumulative Convolution Network ICCV 2023 OnlineRefer: A Simple Online Baseline for Referring Video Object Segmentation ICCV 2023 ProposalContrast: Unsupervised Pre-training for LiDAR-Based 3D Object Detection ECCV 2022 Rethinking Clustering-Based Pseudo-Labeling for Unsupervised Meta-Learning ECCV 2022 Learning Disentanglement with Decoupled Labels for Vision-Language Navigation ECCV 2022 BRNet: Exploring Comprehensive Features for Monocular Depth Estimation ECCV 2022 Semi-Supervised 3D Object Detection with Proficient Teachers ECCV 2022 Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation CVPR 2022 A Graph Matching Perspective With Transformers on Video Instance Segmentation CVPR 2022 Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation CVPR 2022 Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation CVPR 2022 Modality Synergy Complement Learning with Cascaded Aggregation for Visible-Infrared Person Re-identification ECCV 2022 Video Object Segmentation Using Global and Instance Embedding Learning CVPR 2021 Structured Scene Memory for Vision-Language Navigation CVPR 2021 Learning To Fuse Asymmetric Feature Maps in Siamese Trackers CVPR 2021 Cross-Modality Person Re-Identification via Modality Confusion and Center Aggregation ICCV 2021 Full-Duplex Strategy for Video Object Segmentation ICCV 2021 Face Forensics in the Wild CVPR 2021 Probabilistic Structural Latent Representation for Unsupervised Embedding CVPR 2020 NETNet: Neighbor Erasing and Transferring Network for Better Single Shot Object Detection CVPR 2020 Learning Video Object Segmentation From Unlabeled Videos CVPR 2020 A Unified Object Motion and Affinity Model for Online Multi-Object Tracking CVPR 2020 Hierarchical Human Parsing With Typed Part-Relation Reasoning CVPR 2020 Self-Learning With Rectification Strategy for Human Parsing CVPR 2020 Video Object Segmentation with Episodic Graph Memory Networks ECCV 2020 Weakly Supervised 3D Object Detection from Lidar Point Cloud ECCV 2020 Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-Identification ECCV 2020 CLNet: A Compact Latent Network for Fast Adjusting Siamese Trackers ECCV 2020 Active Visual Information Gathering for Vision-Language Navigation ECCV 2020 Cascaded Human-Object Interaction Recognition CVPR 2020 Camouflaged Object Detection CVPR 2020 Multi-Mutual Consistency Induced Transfer Subspace Learning for Human Motion Segmentation CVPR 2020 LiDAR-Based Online 3D Video Object Detection With Graph-Based Message Passing and Spatiotemporal Transformer Attention CVPR 2020 Shifting More Attention to Video Salient Object Detection CVPR 2019 An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection CVPR 2019 See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks CVPR 2019 Learning Unsupervised Video Object Segmentation Through Visual Attention CVPR 2019 Human-Aware Motion Deblurring ICCV 2019 Learning Compositional Neural Information Fusion for Human Parsing ICCV 2019 Gaussian Affinity for Max-Margin Class Imbalanced Learning ICCV 2019 Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks ICCV 2019 Striking the Right Balance With Uncertainty CVPR 2019 Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks ICCV 2019 Towards Bridging Semantic Gap to Improve Semantic Segmentation ICCV 2019 Salient Object Detection With Pyramid Attention and Salient Edges CVPR 2019 Salient Object Detection Driven by Fixation Prediction CVPR 2018 Learning Human-Object Interactions by Graph Parsing Neural Networks ECCV 2018 Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection ECCV 2018 Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning CVPR 2018 Triplet Loss in Siamese Network for Object Tracking ECCV 2018 Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification CVPR 2018 Revisiting Video Saliency: A Large-Scale Benchmark and a New Model CVPR 2018 Deep Cropping via Attention Box Prediction and Aesthetics Assessment ICCV 2017 Super-Trajectory for Video Segmentation ICCV 2017 Linearization to Nonlinear Learning for Visual Tracking ICCV 2015 Saliency-Aware Geodesic Video Object Segmentation CVPR 2015