Jingyi Xu
23 papers · 2018–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (50) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π€ Dynamic Duo (13)
π§
Keyword Pioneer
π§¬
Topic Evolution
ποΈ
Keyword Collector
(128)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Prolific
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Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(15)
Deep Learning
(13)
Machine Learning
(13)
Analysis
(11)
Artificial Intelligence
(9)
Learning Types Β· Machine Learning
(9)
Models
(7)
Core AI
(6)
Core Methods
(6)
Learning Types Β· Deep Learning
(6)
Application Areas
(4)
Learning Paradigms
(4)
Processing
(4)
Architectures
(2)
Domain-Specific
(2)
Keywords
object counting
(3)
diffusion model
(3)
3d vision
(3)
few-shot learning
(2)
feature generation
(2)
class-agnostic counting
(2)
variational autoencoder
(2)
data augmentation
(2)
occupancy forecasting
(2)
semi-supervised learning
(2)
few-shot classification
(2)
image generation
(1)
zero-shot learning
(1)
variational inference
(1)
vision transformer
(1)
contrastive learning
(1)
feature alignment
(1)
object detection
(1)
metric learning
(1)
3d reconstruction
(1)
Papers
CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation
WACV 2026
Personalized Image Descriptions from Attention Sequences
CVPR 2026
Rethinking Diffusion Model-Based Video Super-Resolution: Leveraging Dense Guidance from Aligned Features
CVPR 2026
3DMambaIPF: A State Space Model for Iterative Point Cloud Filtering via Differentiable Rendering
AAAI 2025
Counting Stacked Objects
ICCV 2025
Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds
ICLR 2025
Few-shot Personalized Scanpath Prediction
CVPR 2025
IceDiff: High Resolution and High-Quality Arctic Sea Ice Forecasting with Generative Diffusion Prior
CVPR 2025
Importance-Based Token Merging for Efficient Image and Video Generation
ICCV 2025
Learning to Count from Pseudo-Labeled Segmentation
WACV 2025
Multi-view Gaze Target Estimation
ICCV 2025
Pairwise-Constrained Implicit Functions for 3D Human Heart Modeling
MICCAI 2025
Spatiotemporal Decoupling for Efficient Vision-Based Occupancy Forecasting
CVPR 2025
Assessing Sample Quality via the Latent Space of Generative Models
ECCV 2024
Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications
CVPR 2024
Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices
CVPR 2023
Generating Features With Increased Crop-Related Diversity for Few-Shot Object Detection
CVPR 2023
Zero-Shot Object Counting
CVPR 2023
FedCorr: Multi-Stage Federated Learning for Label Noise Correction
CVPR 2022
Generating Representative Samples for Few-Shot Classification
CVPR 2022
Variational Feature Disentangling for Fine-Grained Few-Shot Classification
ICCV 2021
RegularFace: Deep Face Recognition via Exclusive Regularization
CVPR 2019
A Semantic Loss Function for Deep Learning with Symbolic Knowledge
ICML 2018