← Authors

Xiatian Zhu

81 papers · 2013–2026 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (6) πŸ—ΊοΈ Taxonomy Completionist (109) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6) πŸƒ Academic Marathon (12) 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (20) 🀝 Dynamic Duo (23) πŸ† Grand Slam 🌱 Topic Pioneer πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (293) πŸ“ˆ Trend Setter ⚑ Prolific Year (13) πŸ”₯ Unstoppable (9) πŸš€ Conference Pioneer πŸ’Ž Century Club (80)

Conferences

CVPR (20) ICCV (14) ECCV (13) NIPS (12) AAAI (11) ICLR (4) ICML (3) IJCAI (3) WACV (1)

Top co-authors

Shaogang Gong (23) Li Zhang (18) Tao Xiang (16) Mao Ye (14) Yi-Zhe Song (12) Sauradip Nag (7) Wei Li (7) Jiankang Deng (6) Qi Dong (6) Song Tang (5)

Keywords

unsupervised learning (8) domain adaptation (8) person re-identification (7) semantic segmentation (6) vision-language model (6) image classification (5) knowledge distillation (4) object detection (4) convolutional neural network (4) feature representation (4) unsupervised domain adaptation (4) transfer learning (4) novel view synthesis (4) representation learning (3) neural network (3) video understanding (3) multimodal learning (3) prompt learning (3) semi-supervised learning (2) self-supervised learning (2)

Papers

Adaptive Diffusion-based Augmentation for Recommendation AAAI 2026
Proxy Denoising for Source-Free Domain Adaptation ICLR 2025
Unsupervised Audio-Visual Segmentation with Modality Alignment AAAI 2025
Self-Prompting Analogical Reasoning for UAV Object Detection AAAI 2025
OmniCount: Multi-label Object Counting with Semantic-Geometric Priors AAAI 2025
Bayesian Test-Time Adaptation for Vision-Language Models CVPR 2025
SEBRA : Debiasing through Self-Guided Bias Ranking ICLR 2025
High Dynamic Range Novel View Synthesis with Single Exposure ICML 2025
CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering ICML 2025
Robust Low-light Scene Restoration via Illumination Transition ICCV 2025
Reflective Gaussian Splatting ICLR 2025
Driving View Synthesis on Free-form Trajectories with Generative Prior ICCV 2025
Multi-modal Multi-platform Person Re-Identification: Benchmark and Method ICCV 2025
TensoFlow: Tensorial Flow-based Sampler for Inverse Rendering CVPR 2025
FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion CVPR 2025
Improving Gaussian Splatting with Localized Points Management CVPR 2025
Domain Adaptive Diabetic Retinopathy Grading with Model Absence and Flowing Data CVPR 2025
Motion Forecasting in Continuous Driving NIPS 2024
Cloud Object Detector Adaptation by Integrating Different Source Knowledge NIPS 2024
AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis NIPS 2024
Recognize Any Regions NIPS 2024
Tetrahedron Splatting for 3D Generation NIPS 2024
DiffSED: Sound Event Detection with Denoising Diffusion AAAI 2024
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model CVPR 2024
PartCraft: Crafting Creative Objects by Parts ECCV 2024
Bayesian Detector Combination for Object Detection with Crowdsourced Annotations ECCV 2024
Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping ICLR 2024
Post-Processing Temporal Action Detection CVPR 2023
Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion ICCV 2023
DeepChange: A Long-Term Person Re-Identification Benchmark with Clothes Change ICCV 2023
Homeomorphism Alignment for Unsupervised Domain Adaptation ICCV 2023
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion ICCV 2023
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023
PolarFormer: Multi-Camera 3D Object Detection with Polar Transformer AAAI 2023
Generative Semantic Segmentation CVPR 2023
Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation IJCAI 2023
HeadSculpt: Crafting 3D Head Avatars with Text NIPS 2023
Source-Free Object Detection by Learning To Overlook Domain Style CVPR 2022
FashionViL: Fashion-Focused Vision-and-Language Representation Learning ECCV 2022
SOS! Self-Supervised Learning over Sets of Handled Objects in Egocentric Action Recognition ECCV 2022
Accelerating Score-Based Generative Models with Preconditioned Diffusion Sampling ECCV 2022
KUNet: Imaging Knowledge-Inspired Single HDR Image Reconstruction IJCAI 2022
DeepInteraction: 3D Object Detection via Modality Interaction NIPS 2022
MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NIPS 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning NIPS 2022
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning ECCV 2022
Learning Ego 3D Representation As Ray Tracing ECCV 2022
Semi-Supervised Temporal Action Detection with Proposal-Free Masking ECCV 2022
Zero-Shot Temporal Action Detection via Vision-Language Prompting ECCV 2022
EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers ECCV 2022
Low-Fidelity Video Encoder Optimization for Temporal Action Localization NIPS 2021
Rethinking Semantic Segmentation From a Sequence-to-Sequence Perspective With Transformers CVPR 2021
SOFT: Softmax-free Transformer with Linear Complexity NIPS 2021
Simpler Is Better: Few-Shot Semantic Segmentation With Classifier Weight Transformer ICCV 2021
Boundary-Sensitive Pre-Training for Temporal Localization in Videos ICCV 2021
Inter-Task Association Critic for Cross-Resolution Person Re-Identification CVPR 2020
Deep Semantic Clustering by Partition Confidence Maximisation CVPR 2020
Stochastic Classifiers for Unsupervised Domain Adaptation CVPR 2020
Incremental Few-Shot Object Detection CVPR 2020
Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification AAAI 2020
Unsupervised Deep Learning via Affinity Diffusion AAAI 2020
Neural Graph Embedding for Neural Architecture Search AAAI 2020
Characteristic Regularisation for Super-Resolving Face Images WACV 2020
Semi-Supervised Learning under Class Distribution Mismatch AAAI 2020
Distribution-Aware Coordinate Representation for Human Pose Estimation CVPR 2020
Instance-Guided Context Rendering for Cross-Domain Person Re-Identification ICCV 2019
Fast Human Pose Estimation CVPR 2019
Single-Label Multi-Class Image Classification by Deep Logistic Regression AAAI 2019
Unsupervised Deep Learning by Neighbourhood Discovery ICML 2019
Person Search by Text Attribute Query As Zero-Shot Learning ICCV 2019
Harmonious Attention Network for Person Re-Identification CVPR 2018
Unsupervised Person Re-identification by Deep Learning Tracklet Association ECCV 2018
Semi-Supervised Deep Learning with Memory ECCV 2018
Person Search by Multi-Scale Matching ECCV 2018
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification CVPR 2018
Knowledge Distillation by On-the-Fly Native Ensemble NIPS 2018
Class Rectification Hard Mining for Imbalanced Deep Learning ICCV 2017
Person Re-Identification by Deep Joint Learning of Multi-Loss Classification IJCAI 2017
Attribute Recognition by Joint Recurrent Learning of Context and Correlation ICCV 2017
Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014
Video Synopsis by Heterogeneous Multi-source Correlation ICCV 2013