Media Analytics | Samuel Schulter

NEC Laboratories America, Inc. (NEC Labs) is the US-based center for NEC Corporation’s global network of corporate research laboratories. Our diverse research groups collaborate with industry, academia and governments to provide disruptive solutions to complex problems. A leader in the integration of IT and network technologies with more than 100 years of expertise, NEC provides a combination of products and solutions that cross-utilize the company’s experience and global resources to meet the complex and ever-changing needs of its customers.

Media Analytics | Samuel Schulter

Samuel Schulter

Publications

Improving Pseudo Labels for Open-Vocabulary Object Detection

NeurOCS: Neural NOCS Supervision for Monocular 3D Object Localization

Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images!

Q: How to Specialize Large Vision Language Models to Data Scarce VQA Tasks? A: Self Train on Unlabeled Images!

OmniLabel: A Challenging Benchmark for Language Based Object Detection

Single-Stream Multi-level Alignment for Vision-Language Pretraining

Exploiting Unlabeled Data with Vision and Language Models for Object Detection

On Generalizing Beyond Domains in Cross-Domain Continual Learning

Controllable Dynamic Multi-Task Architectures

MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation

Exploiting Unlabeled Data with Vision and Language Models for Object Detection

Single-Stream Multi-Level Alignment for Vision-Language Pretraining | ArXiv

Controllable Dynamic Multi Task Architectures

On Generalizing Beyond Domains in Cross Domain Continual Learning

Object Detection with a Unified Label Space from Multiple Datasets

Shuffle and Attend: Video Domain Adaptation

Domain Adaptive Semantic Segmentation using Weak Labels

Peek-a-boo: Occlusion Reasoning in Indoor Scenes with Plane Representations

Understanding Road Layout from Videos as a Whole

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