Frederic Z. Zhang
7 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(7)
Artificial Intelligence
(5)
Machine Learning
(4)
Architectures
(4)
Core AI
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Application Areas
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Analysis
(1)
Core Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
parameter-efficient fine-tuning
(3)
low-rank adaptation
(2)
graph neural network
(2)
object detection
(2)
human-object interaction
(2)
knowledge transfer
(1)
video understanding
(1)
few-shot learning
(1)
test-time adaptation
(1)
trajectory prediction
(1)
domain adaptation
(1)
multimodal learning
(1)
temporal grounding
(1)
model merging
(1)
neural network optimization
(1)
model adaptation
(1)
message passing
(1)
visual recognition
(1)
dynamic system
(1)
knowledge distillation
(1)
Papers
RandLoRA: Full rank parameter-efficient fine-tuning of large models
ICLR 2025
Temporally Grounding Instructional Diagrams in Unconstrained Videos
WACV 2025
Towards Higher Effective Rank in Parameter-Efficient Fine-tuning using Khatri-Rao Product
ICCV 2025
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
NeurIPS 2024
Efficient Two-Stage Detection of Human-Object Interactions With a Novel Unary-Pairwise Transformer
CVPR 2022
Memory-Augmented Dynamic Neural Relational Inference
ICCV 2021
Spatially Conditioned Graphs for Detecting Human-Object Interactions
ICCV 2021