Howard Zhou
9 papers · 2016–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (28)
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Research topics
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI · Artificial Intelligence
(5)
Computer Vision
(4)
Analysis
(4)
Machine Learning
(3)
Architectures
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Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
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Natural Language Processing
(1)
Application Areas
(1)
Applications
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Core AI · Computer Vision
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Core Methods
(1)
Domain-Specific
(1)
Keywords
image classification
(2)
self-supervised learning
(2)
volume rendering
(1)
contrastive learning
(1)
zero-shot learning
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semantic segmentation
(1)
model selection
(1)
knowledge base
(1)
network architecture
(1)
visual question answering
(1)
vision transformer
(1)
knowledge distillation
(1)
structure from motion
(1)
neural rendering
(1)
3d reconstruction
(1)
dense correspondence
(1)
feature sharing
(1)
neural reconstruction
(1)
geometric reasoning
(1)
transformer architecture
(1)
Papers
TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment
CVPR 2026
FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement
CVPR 2025
TIPS: Text-Image Pretraining with Spatial awareness
ICLR 2025
ConDense: Consistent 2D-3D Pre-training for Dense and Sparse Features from Multi-View Images
ECCV 2024
Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use
CVPR 2024
Encyclopedic VQA: Visual Questions About Detailed Properties of Fine-Grained Categories
ICCV 2023
NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations
NeurIPS 2023
IBRNet: Learning Multi-View Image-Based Rendering
CVPR 2021
Blockout: Dynamic Model Selection for Hierarchical Deep Networks
CVPR 2016