Jimin Xiao
25 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Interdisciplinary Bridge π Conference Polyglot (6) π§ Keyword Pioneer π Cross-Pollinator (8)
πΊοΈ
Taxonomy Completionist
(50)
π
Interdisciplinary Bridge
π§¬
Topic Evolution
π¬
Deep Specialist
(12)
π
Keyword Champion
(3)
π€
Dynamic Duo
(12)
ποΈ
Keyword Collector
(114)
β‘
Prolific Year
(9)
π
Trend Setter
π
Century Club
(25)
π₯
Unstoppable
(6)
Conferences
CVPR (11)
ICCV (6)
AAAI (4)
IJCAI (2)
ECCV (1)
EMNLP (1)
Top co-authors
Keywords
semantic segmentation
(12)
weakly supervised learning
(8)
weakly supervised semantic segmentation
(5)
class activation map
(4)
semi-supervised learning
(4)
feature reconstruction
(3)
prototype learning
(3)
contrastive learning
(3)
unsupervised anomaly detection
(2)
anomaly detection
(2)
image classification
(2)
few-shot learning
(2)
knowledge distillation
(2)
density estimation
(2)
normalizing flow
(2)
optimal transport
(2)
object detection
(2)
image segmentation
(2)
vision transformer
(2)
pseudo label
(2)
Papers
DriftRemover: Hybrid Energy Optimizations for Anomaly Images Synthesis and Segmentation
IJCAI 2025
CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection
AAAI 2025
Class Token as Proxy: Optimal Transport-assisted Proxy Learning for Weakly Supervised Semantic Segmentation
ICCV 2025
POT: Prototypical Optimal Transport for Weakly Supervised Semantic Segmentation
CVPR 2025
FFR: Frequency Feature Rectification for Weakly Supervised Semantic Segmentation
CVPR 2025
Bias-Resilient Weakly Supervised Semantic Segmentation Using Normalizing Flows
ICCV 2025
DecAD: Decoupling Anomalies in Latent Space for Multi-Class Unsupervised Anomaly Detection
ICCV 2025
Feature Purification Matters: Suppressing Outlier Propagation for Training-Free Open-Vocabulary Semantic Segmentation
ICCV 2025
NUMINA: A Natural Understanding Benchmark for Multi-dimensional Intelligence and Numerical Reasoning Abilities
EMNLP 2025
Continual Segmentation with Disentangled Objectness Learning and Class Recognition
CVPR 2024
SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation
AAAI 2024
PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic Segmentation
CVPR 2024
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation
CVPR 2024
Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation
CVPR 2024
Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation
CVPR 2023
FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction
ICCV 2023
Synchronize Feature Extracting and Matching: A Single Branch Framework for 3D Object Tracking
ICCV 2023
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection
CVPR 2022
CARD: Semi-supervised Semantic Segmentation via Class-agnostic Relation based Denoising
IJCAI 2022
Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence
AAAI 2021
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation
CVPR 2021
Iterative Shrinking for Referring Expression Grounding Using Deep Reinforcement Learning
CVPR 2021
Fast Template Matching and Update for Video Object Tracking and Segmentation
CVPR 2020
Feature Representation Matters: End-to-End Learning for Reference-based Image Super-resolution
ECCV 2020
Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach
AAAI 2020