Jinheng Xie
17 papers · 2021–2025 · 9 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (39) 🏆 Grand Slam 🗃️ Keyword Collector (76)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(11)
Deep Learning
(11)
Machine Learning
(10)
Learning Types · Machine Learning
(8)
Generation
(6)
Models
(6)
Artificial Intelligence
(5)
Analysis
(5)
Learning Types · Deep Learning
(5)
Core AI · Artificial Intelligence
(4)
Techniques
(3)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Keywords
object localization
(4)
weakly supervised learning
(3)
image generation
(3)
semantic segmentation
(2)
clip model
(2)
diffusion model
(2)
class activation map
(2)
self-supervised learning
(1)
feature learning
(1)
continual learning
(1)
visual question answering
(1)
feature distribution
(1)
video generation
(1)
artistic style transfer
(1)
feature extraction
(1)
multimodal learning
(1)
domain generalization
(1)
data augmentation
(1)
text-to-image synthesis
(1)
online learning
(1)
Papers
A Simple Data Augmentation for Feature Distribution Skewed Federated Learning
CVPR 2025
FineMotion: A Dataset and Benchmark with both Spatial and Temporal Annotation for Fine-grained Motion Generation and Editing
ICCV 2025
MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities
CVPR 2025
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation
ICLR 2025
Temporal Model-Based Federated Active Medical Image Classification
MICCAI 2025
WMAdapter: Adding WaterMark Control to Latent Diffusion Models
ICML 2025
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping
AAAI 2024
Learning Video Context as Interleaved Multimodal Sequences
ECCV 2024
Towards Highly Realistic Artistic Style Transfer via Stable Diffusion with Step-aware and Layer-aware Prompt
IJCAI 2024
Tune-An-Ellipse: CLIP Has Potential to Find What You Want
CVPR 2024
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion
ICCV 2023
Dynamically Masked Discriminator for GANs
NeurIPS 2023
Learning Visual Prior via Generative Pre-Training
NeurIPS 2023
C2AM: Contrastive Learning of Class-Agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation
CVPR 2022
CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation
CVPR 2022
Frequency-Driven Imperceptible Adversarial Attack on Semantic Similarity
CVPR 2022
Online Refinement of Low-Level Feature Based Activation Map for Weakly Supervised Object Localization
ICCV 2021