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← Authors

Florian Schroff

15 papers · 2015–2024 · 6 conferences · across top CS/AI conferences

Achievements

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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (29) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (9) 🧭 Keyword Pioneer
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Conferences

CVPR (8) ECCV (2) ICLR (2) ICCV (1) ICML (1) NIPS (1)

Top co-authors

Hartwig Adam (11) Ting Liu (8) Liang-Chieh Chen (6) Liangzhe Yuan (6) Long Zhao (5) Boqing Gong (5) Ming-Hsuan Yang (4) Jennifer J. Sun (3) George Papandreou (3) Jiaping Zhao (2)

Keywords

semantic segmentation (4) representation learning (3) contrastive learning (3) neural architecture search (2) object detection (2) action recognition (2) scene graph generation (1) video understanding (1) face recognition (1) scene parsing (1) convolutional neural network (1) knowledge distillation (1) self-supervised learning (1) mutual information (1) instance segmentation (1) video captioning (1) region of interest (1) face verification (1) metric learning (1) federated learning (1)

Papers

Distilling Vision-Language Models on Millions of Videos CVPR 2024 VideoPrism: A Foundational Visual Encoder for Video Understanding ICML 2024 Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding ICLR 2024 Learning To Generate Image Embeddings With User-Level Differential Privacy CVPR 2023 Unified Visual Relationship Detection with Vision and Language Models ICCV 2023 Contextualized Spatio-Temporal Contrastive Learning With Self-Supervision CVPR 2022 Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization CVPR 2021 View-Invariant Probabilistic Embedding for Human Pose ECCV 2020 FEELVOS: Fast End-To-End Embedding Learning for Video Object Segmentation CVPR 2019 Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation CVPR 2019 Modeling Uncertainty with Hedged Instance Embeddings ICLR 2019 Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation ECCV 2018 Searching for Efficient Multi-Scale Architectures for Dense Image Prediction NIPS 2018 MaskLab: Instance Segmentation by Refining Object Detection With Semantic and Direction Features CVPR 2018 FaceNet: A Unified Embedding for Face Recognition and Clustering CVPR 2015