Guangxing Han
16 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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Topic Evolution
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Keyword Champion
(5)
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Mega-Team Β· Squad
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Dynamic Duo
(11)
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(60)
Top co-authors
Research topics
Machine Learning
(12)
Artificial Intelligence
(9)
Deep Learning
(9)
Learning Types Β· Machine Learning
(9)
Computer Vision
(7)
Learning Types Β· Deep Learning
(7)
Analysis
(6)
Learning Paradigms Β· Artificial Intelligence
(5)
Core AI
(4)
Architectures
(3)
Core Methods
(2)
Learning Paradigms Β· Machine Learning
(2)
Models
(2)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Keywords
few-shot object detection
(5)
few-shot learning
(5)
metric learning
(3)
vision transformer
(3)
contrastive learning
(3)
self-supervised learning
(3)
object detection
(2)
feature extraction
(2)
masked image modeling
(2)
knowledge distillation
(2)
weakly supervised learning
(1)
image segmentation
(1)
image classification
(1)
semantic alignment
(1)
semantic segmentation
(1)
video-text alignment
(1)
multimodal learning
(1)
question answering
(1)
relation extraction
(1)
feature learning
(1)
Papers
TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment
CVPR 2026
TIPS: Text-Image Pretraining with Spatial awareness
ICLR 2025
Few-Shot Object Detection with Foundation Models
CVPR 2024
Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model
CVPR 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
Explicit Image Caption Editing
ECCV 2022
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
Weakly-Supervised Temporal Article Grounding
EMNLP 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