← Authors

Jianbing Shen

87 papers · 2015–2026 · 6 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (10) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (111) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (8) 🌍 Conference Polyglot (6) 🏠 Conference Loyalist (37) 🀝 Dynamic Duo (31) πŸ”¬ Deep Specialist (13) πŸ† Keyword Champion (9) πŸ—ƒοΈ Keyword Collector (327) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer ⚑ Prolific Year (7) πŸ”₯ Unstoppable (9) πŸ’Ž Century Club (84)

Conferences

CVPR (37) ICCV (17) ECCV (16) AAAI (11) ACL (4) ICLR (2)

Top co-authors

Wenguan Wang (31) Ling Shao (20) Wencheng Han (16) Junbo Yin (13) Xingping Dong (11) Yucheng Zhou (10) Xiankai Lu (9) Cheng-Zhong Xu (8) Dongming Wu (7) Ruigang Yang (7)

Keywords

semantic segmentation (10) video object segmentation (9) autonomous driving (8) 3d object detection (6) attention mechanism (6) video understanding (5) vision-language model (5) object tracking (4) graph neural network (4) salient object detection (4) multimodal learning (4) weakly supervised learning (3) diffusion model (3) representation learning (3) knowledge distillation (3) convolutional neural network (3) object detection (3) domain adaptation (3) point cloud (3) self-supervised learning (3)

Papers

Less Is More: Vision Representation Compression for Efficient Video Generation with Large Language Models AAAI 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
DrivingSphere: Building a High-fidelity 4D World for Closed-loop Simulation CVPR 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
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
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
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
Visual In-Context Learning for Large Vision-Language Models ACL 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
Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation CVPR 2022
ProposalContrast: Unsupervised Pre-training for LiDAR-Based 3D Object Detection ECCV 2022
Semi-Supervised 3D Object Detection with Proficient Teachers ECCV 2022
A Graph Matching Perspective With Transformers on Video Instance Segmentation CVPR 2022
Modality Synergy Complement Learning with Cascaded Aggregation for Visible-Infrared Person Re-identification 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
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
Structured Scene Memory for Vision-Language Navigation CVPR 2021
Full-Duplex Strategy for Video Object Segmentation ICCV 2021
Video Object Segmentation Using Global and Instance Embedding Learning CVPR 2021
Face Forensics in the Wild 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
LiDAR-Based Online 3D Video Object Detection With Graph-Based Message Passing and Spatiotemporal Transformer Attention 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
Probabilistic Structural Latent Representation for Unsupervised Embedding CVPR 2020
Self-Learning With Rectification Strategy for Human Parsing CVPR 2020
Cascaded Human-Object Interaction Recognition CVPR 2020
Camouflaged Object Detection 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
Learning Video Object Segmentation From Unlabeled Videos CVPR 2020
NETNet: Neighbor Erasing and Transferring Network for Better Single Shot Object Detection CVPR 2020
Multi-Mutual Consistency Induced Transfer Subspace Learning for Human Motion Segmentation CVPR 2020
An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection 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
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
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
Salient Object Detection With Pyramid Attention and Salient Edges CVPR 2019
Striking the Right Balance With Uncertainty CVPR 2019
Shifting More Attention to Video Salient Object Detection CVPR 2019
Salient Object Detection Driven by Fixation Prediction CVPR 2018
Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification CVPR 2018
Triplet Loss in Siamese Network for Object Tracking ECCV 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
Revisiting Video Saliency: A Large-Scale Benchmark and a New Model CVPR 2018
Super-Trajectory for Video Segmentation ICCV 2017
Deep Cropping via Attention Box Prediction and Aesthetics Assessment ICCV 2017
Linearization to Nonlinear Learning for Visual Tracking ICCV 2015
Saliency-Aware Geodesic Video Object Segmentation CVPR 2015