← Authors

Wenguan Wang

101 papers · 2015–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (106) 🏠 Conference Loyalist (43) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ† Keyword Champion (2) 🀝 Dynamic Duo (37) πŸ”¬ Deep Specialist (15) πŸ—ƒοΈ Keyword Collector (375) πŸ’Ž Century Club (100) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (9) ❓ The Questioner ⚑ Prolific Year (15) πŸš€ Conference Pioneer

Conferences

CVPR (43) ICCV (23) ECCV (16) NIPS (8) ICLR (5) AAAI (2) ICML (2) ACL (1) CONLL (1)

Top co-authors

Yi Yang (37) Jianbing Shen (31) Tianfei Zhou (14) Liulei Li (12) Luc Van Gool (10) Rui Liu (7) Xiankai Lu (7) Ling Shao (7) Song-chun Zhu (6) Siyuan Qi (6)

Research topics

Core AI (1)

Keywords

semantic segmentation (13) vision-language navigation (9) representation learning (7) object detection (7) video object segmentation (7) attention mechanism (5) graph neural network (5) video understanding (5) zero-shot learning (5) multimodal learning (5) self-supervised learning (4) instance segmentation (4) point cloud (4) salient object detection (4) contrastive learning (3) agent system (3) human parsing (3) diffusion model (3) scene understanding (3) video segmentation (3)

Papers

History-Enhanced Two-Stage Transformer for Aerial Vision-and-Language Navigation AAAI 2026
Dual Reciprocal Learning of Language-based Human Motion Understanding and Generation ICCV 2025
Do as We Do, Not as You Think: the Conformity of Large Language Models ICLR 2025
Learning Clustering-based Prototypes for Compositional Zero-Shot Learning ICLR 2025
Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation ICLR 2025
Underwater Visual SLAM with Depth Uncertainty and Medium Modeling ICCV 2025
3D Gaussian Map with Open-Set Semantic Grouping for Vision-Language Navigation ICCV 2025
Towards Human-like Virtual Beings: Simulating Human Behavior in 3D Scenes ICCV 2025
A Conditional Probability Framework for Compositional Zero-shot Learning ICCV 2025
Cycle-Consistent Learning for Joint Layout-to-Image Generation and Object Detection ICCV 2025
Gaussian-based World Model: Gaussian Priors for Voxel-Based Occupancy Prediction and Future Motion Prediction ICCV 2025
UNIALIGN: Scaling Multimodal Alignment within One Unified Model CVPR 2025
DiffVsgg: Diffusion-Driven Online Video Scene Graph Generation CVPR 2025
Scene Map-based Prompt Tuning for Navigation Instruction Generation CVPR 2025
TAGA: Self-supervised Learning for Template-free Animatable Gaussian Articulated Model CVPR 2025
Multi-view Reconstruction via SfM-guided Monocular Depth Estimation CVPR 2025
LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning CVPR 2025
Neural Clustering based Visual Representation Learning CVPR 2024
Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity CVPR 2024
Poly Kernel Inception Network for Remote Sensing Detection CVPR 2024
Clustering Propagation for Universal Medical Image Segmentation CVPR 2024
Shape2Scene: 3D Scene Representation Learning Through Pre-training on Shape Data ECCV 2024
Controllable Navigation Instruction Generation with Chain of Thought Prompting ECCV 2024
Clustering for Protein Representation Learning CVPR 2024
LSK3DNet: Towards Effective and Efficient 3D Perception with Large Sparse Kernels CVPR 2024
Volumetric Environment Representation for Vision-Language Navigation CVPR 2024
Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models NIPS 2024
Vision-Language Navigation with Energy-Based Policy NIPS 2024
Scene Graph Generation with Role-Playing Large Language Models NIPS 2024
Interpretable3D: An Ad-Hoc Interpretable Classifier for 3D Point Clouds AAAI 2024
MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production ACL 2024
Navigation Instruction Generation with BEV Perception and Large Language Models ECCV 2024
Nonverbal Interaction Detection ECCV 2024
Mutual Learning for Acoustic Matching and Dereverberation via Visual Scene-driven Diffusion ECCV 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning? ICLR 2024
General and Task-Oriented Video Segmentation ECCV 2024
DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent) ICML 2024
IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection CVPR 2024
LANA: A Language-Capable Navigator for Instruction Following and Generation CVPR 2023
Neural-Logic Human-Object Interaction Detection NIPS 2023
ClusterFomer: Clustering As A Universal Visual Learner NIPS 2023
Boosting Video Object Segmentation via Space-Time Correspondence Learning CVPR 2023
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation CVPR 2023
Bird's-Eye-View Scene Graph for Vision-Language Navigation ICCV 2023
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation ICCV 2023
DREAMWALKER: Mental Planning for Continuous Vision-Language Navigation ICCV 2023
Omnidirectional Information Gathering for Knowledge Transfer-Based Audio-Visual Navigation ICCV 2023
LogicSeg: Parsing Visual Semantics with Neural Logic Learning and Reasoning ICCV 2023
E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning ICCV 2023
Large-Scale Person Detection and Localization Using Overhead Fisheye Cameras ICCV 2023
Clustering based Point Cloud Representation Learning for 3D Analysis ICCV 2023
Visual Recognition with Deep Nearest Centroids ICLR 2023
CLUSTSEG: Clustering for Universal Segmentation ICML 2023
Deep Hierarchical Semantic Segmentation CVPR 2022
Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation CVPR 2022
Rethinking Semantic Segmentation: A Prototype View CVPR 2022
Visual Abductive Reasoning CVPR 2022
Learning Equivariant Segmentation with Instance-Unique Querying NIPS 2022
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models NIPS 2022
Towards Versatile Embodied Navigation NIPS 2022
Towards Interpretable Video Super-Resolution via Alternating Optimization ECCV 2022
Semi-Supervised 3D Object Detection with Proficient Teachers ECCV 2022
ProposalContrast: Unsupervised Pre-training for LiDAR-Based 3D Object Detection ECCV 2022
Reference-Based Image Super-Resolution with Deformable Attention Transformer ECCV 2022
Locality-Aware Inter- and Intra-Video Reconstruction for Self-Supervised Correspondence Learning CVPR 2022
Exploring Cross-Image Pixel Contrast for Semantic Segmentation ICCV 2021
Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation CVPR 2021
Face Forensics in the Wild CVPR 2021
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing CVPR 2021
Structured Scene Memory for Vision-Language Navigation CVPR 2021
Hierarchical Human Parsing With Typed Part-Relation Reasoning CVPR 2020
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation ECCV 2020
Video Object Segmentation with Episodic Graph Memory Networks ECCV 2020
Weakly Supervised 3D Object Detection from Lidar Point Cloud ECCV 2020
Active Visual Information Gathering for Vision-Language Navigation ECCV 2020
A Unified Object Motion and Affinity Model for Online Multi-Object Tracking CVPR 2020
Learning Video Object Segmentation From Unlabeled Videos CVPR 2020
Cascaded Human-Object Interaction Recognition CVPR 2020
Shifting More Attention to Video Salient Object Detection CVPR 2019
Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning ICCV 2019
Learning Compositional Neural Information Fusion for Human Parsing ICCV 2019
Human-Aware Motion Deblurring ICCV 2019
Reasoning Visual Dialogs With Structural and Partial Observations CVPR 2019
An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection CVPR 2019
Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning CONLL 2019
Optimizing the F-Measure for Threshold-Free Salient Object Detection 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
Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks ICCV 2019
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection ECCV 2018
Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification CVPR 2018
Salient Object Detection Driven by Fixation Prediction CVPR 2018
Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning CVPR 2018
Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR 2018
Inferring Shared Attention in Social Scene Videos CVPR 2018
Learning Human-Object Interactions by Graph Parsing Neural Networks ECCV 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
Saliency-Aware Geodesic Video Object Segmentation CVPR 2015