wenchao chen
15 papers · 2020–2026 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(11)
π
Grand Slam
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
π
Renaissance Researcher
(5)
ποΈ
Keyword Collector
(75)
Top co-authors
Research topics
Deep Learning
(9)
Machine Learning
(9)
Models
(7)
Artificial Intelligence
(4)
Bayesian & Probabilistic Β· Machine Learning
(4)
Core Methods
(4)
Computer Vision
(3)
Architectures
(3)
Optimization & Theory
(3)
Data Science & Analytics
(2)
Natural Language Processing
(2)
Analysis
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Keywords
variational inference
(5)
multivariate time series
(4)
anomaly detection
(3)
optimal transport
(3)
document representation
(2)
time series forecasting
(2)
video object segmentation
(2)
prototype refinement
(2)
probabilistic model
(2)
topic embedding
(2)
time series
(1)
markov chain monte carlo
(1)
prototype learning
(1)
map estimation
(1)
semantic alignment
(1)
temporal information
(1)
bayesian inference
(1)
non-stationary modeling
(1)
multimodal learning
(1)
document classification
(1)
Papers
FastRef: Fast Prototype Refinement for Few-shot Industrial Anomaly Detection
CVPR 2026
OmiAD: One-Step Adaptive Masked Diffusion Model for Multi-class Anomaly Detection via Adversarial Distillation
ICML 2025
Considering Nonstationary within Multivariate Time Series with Variational Hierarchical Transformer for Forecasting
AAAI 2024
PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation
ECCV 2024
Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation
AAAI 2024
Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting
ICLR 2024
Vague Prototype-Oriented Diffusion Model for Multi-Class Anomaly Detection
ICML 2024
LVOS: A Benchmark for Long-term Video Object Segmentation
ICCV 2023
Prototype-oriented unsupervised anomaly detection for multivariate time series
ICML 2023
Prototypes-oriented Transductive Few-shot Learning with Conditional Transport
ICCV 2023
Bayesian Deep Embedding Topic Meta-Learner
ICML 2022
Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection
ICML 2022
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network
ICML 2021
Bidirectional Convolutional Poisson Gamma Dynamical Systems
NeurIPS 2020
Switching Poisson Gamma Dynamical Systems
IJCAI 2020