Jiawei Ma
20 papers · 2019–2026 · 9 venues · across top CS/AI venues
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Research topics
Machine Learning
(11)
Deep Learning
(10)
Artificial Intelligence
(8)
Computer Vision
(8)
Analysis
(6)
Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(5)
Models
(5)
Core AI
(4)
Learning Paradigms
(4)
Core Methods
(3)
Healthcare & Medicine
(2)
Knowledge & Reasoning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Keywords
few-shot learning
(5)
few-shot object detection
(4)
metric learning
(2)
domain generalization
(2)
object detection
(2)
image classification
(2)
contrastive learning
(2)
vision-language model
(2)
diffusion model
(2)
vision transformer
(2)
self-supervised learning
(1)
feature extraction
(1)
image restoration
(1)
video-text alignment
(1)
temporal modeling
(1)
gaussian splatting
(1)
question answering
(1)
relation extraction
(1)
knowledge distillation
(1)
feature learning
(1)
Papers
F$^2$-Assist: Multi-Phase Fetal Growth Forecast and Report Generation from Ultrasound Examination
CVPR 2026
Multimodal Causality-Driven Representation Learning for Generalizable Medical Image Segmentation
CVPR 2026
Stroke Modeling Enables Vectorized Character Generation with Large Vectorized Glyph Model
WACV 2026
Conservative-Radical Complementary Learning for Class-incremental Medical Image Analysis with Pre-trained Foundation Models
MICCAI 2025
Explaining Domain Shifts in Language: Concept Erasing for Interpretable Image Classification
CVPR 2025
How to Use Diffusion Priors under Sparse Views?
NeurIPS 2024
MoDE: CLIP Data Experts via Clustering
CVPR 2024
Towards Automated Chinese Ancient Character Restoration: A Diffusion-Based Method with a New Dataset
AAAI 2024
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection
CVPR 2023
Supervised Masked Knowledge Distillation for Few-Shot Transformers
CVPR 2023
TempCLR: Temporal Alignment Representation with Contrastive Learning
ICLR 2023
Few-Shot End-to-End Object Detection via Constantly Concentrated Encoding across Heads
ECCV 2022
Few-Shot Object Detection With Fully Cross-Transformer
CVPR 2022
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment
AAAI 2022
Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition
CVPR 2022
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation
NAACL 2021
Partner-Assisted Learning for Few-Shot Image Classification
ICCV 2021
Query Adaptive Few-Shot Object Detection With Heterogeneous Graph Convolutional Networks
ICCV 2021
End-to-End Low Cost Compressive Spectral Imaging with Spatial-Spectral Self-Attention
ECCV 2020
Deep Tensor ADMM-Net for Snapshot Compressive Imaging
ICCV 2019