Shiyuan Huang
11 papers · 2021–2025 · 7 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
Jump to papers ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (23) 🤝 Dynamic Duo (10)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Computer Vision
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Analysis
(4)
Learning Paradigms · Artificial Intelligence
(4)
Natural Language Processing
(3)
Core AI
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Learning Paradigms · Machine Learning
(2)
Keywords
few-shot learning
(5)
few-shot object detection
(4)
object detection
(2)
metric learning
(2)
vision transformer
(2)
contrastive learning
(2)
in-context learning
(1)
fact verification
(1)
transfer learning
(1)
message passing
(1)
self-supervised learning
(1)
knowledge distillation
(1)
sentiment analysis
(1)
text generation
(1)
text representation
(1)
multimodal learning
(1)
video-text alignment
(1)
feature clustering
(1)
domain adaptation
(1)
feature learning
(1)
Papers
UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output
SemEval 2025
Personalized Video Comment Generation
EMNLP 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
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-Channel Video-Language Retrieval
CVPR 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
Query Adaptive Few-Shot Object Detection With Heterogeneous Graph Convolutional Networks
ICCV 2021