David Fan
14 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (36)
🧭
Keyword Pioneer
🗃️
Keyword Collector
(73)
💎
Century Club · Bronze
⚡
Prolific Year · Productive
🌈
Renaissance Researcher
(7)
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(8)
Artificial Intelligence
(7)
Computer Vision
(7)
Core AI · Artificial Intelligence
(6)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(5)
Processing
(5)
Core Methods
(4)
Natural Language Processing
(2)
Architectures
(2)
Core AI · Computer Vision
(2)
Techniques
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Keywords
self-supervised learning
(3)
video understanding
(3)
contrastive learning
(3)
multimodal learning
(3)
video segmentation
(2)
video captioning
(1)
depth estimation
(1)
visual question answering
(1)
text generation
(1)
knowledge distillation
(1)
uncertainty quantification
(1)
deep learning
(1)
surface normal estimation
(1)
scene graph
(1)
object goal navigation
(1)
video classification
(1)
3d reconstruction
(1)
model predictive control
(1)
instruction tuning
(1)
transformer architecture
(1)
Papers
Enter the Mind Palace: Reasoning and Planning for Long-term Active Embodied Question Answering
CoRL 2025
GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-Grained Video-Language Learning
WACV 2025
MetaMorph: Multimodal Understanding and Generation via Instruction Tuning
ICCV 2025
Now You See Me: Context-Aware Automatic Audio Description
WACV 2025
Scaling Language-Free Visual Representation Learning
ICCV 2025
SEEK: Semantic Reasoning for Object Goal Navigation in Real World Inspection Tasks
RSS 2024
Text-Guided Video Masked Autoencoder
ECCV 2024
Velociraptor: Leveraging Visual Foundation Models for Label-Free, Risk-Aware Off-Road Navigation
CoRL 2024
Video Token Merging for Long Video Understanding
NeurIPS 2024
MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation
ICCV 2023
Motion-Guided Masking for Spatiotemporal Representation Learning
ICCV 2023
Shot Contrastive Self-Supervised Learning for Scene Boundary Detection
CVPR 2021
Deep Learning Tubes for Tube MPC
RSS 2020
OASIS: A Large-Scale Dataset for Single Image 3D in the Wild
CVPR 2020