conftrace_

Manuel S. Drehwald

2 papers · 2023–2024 · 2 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 ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ICCV (1) NeurIPS (1)

Top co-authors

Sagi Eppel (2) Alan Aspuru-Guzik (2) Jolina Yining Li (1) Jolina Li (1) Han Hao (1)

Research topics

Computer Vision (2) Machine Learning (2) Analysis (2) Learning Types · Machine Learning (2) Deep Learning (1) Learning Types · Deep Learning (1)

Keywords

material recognition (2) contrastive learning (1) zero-shot learning (1) semantic segmentation (1) few-shot learning (1) domain adaptation (1) computer vision (1) synthetic data generation (1) synthetic data (1) foundation model (1) material state segmentation (1) zero-shot segmentation (1) texture extraction (1) siamese network (1) physics-based rendering (1) one-shot learning (1) material segmentation (1)

Papers

Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation NeurIPS 2024 One-Shot Recognition of Any Material Anywhere Using Contrastive Learning with Physics-Based Rendering ICCV 2023