Hans Peter Graf

6 papers · 2018–2022 · 4 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 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze

Venues

CVPR (3) ECCV (1) ICLR (1) IJCAI (1)

Top co-authors

Asim Kadav (5) Martin Renqiang Min (3) Farley Lai (3) Honglu Zhou (2) Mubbasir Kapadia (2) Yizhe Zhu (1) Alexandru Niculescu-mizil (1) Ghassan AlRegib (1) Shijie Geng (1) Zsolt Kira (1)

Research topics

Artificial Intelligence (4) Deep Learning (4) Core AI (4) Architectures (3) Computer Vision (2) Analysis (2) Models (2) Machine Learning (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

video generation (2) video understanding (2) action recognition (1) pose estimation (1) video captioning (1) self-supervised learning (1) human pose estimation (1) object tracking (1) spatio-temporal modeling (1) sequential data (1) variational autoencoder (1) generative adversarial network (1) representation disentanglement (1) multi-hop reasoning (1) keypoint detection (1) object permanence (1) data generation (1) spatio-temporal reasoning (1) conditional gan (1) pose tracking (1)

Papers

COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality ECCV 2022 Hopper: Multi-hop Transformer for Spatiotemporal Reasoning ICLR 2021 15 Keypoints Is All You Need CVPR 2020 S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation CVPR 2020 Conditional GAN with Discriminative Filter Generation for Text-to-Video Synthesis IJCAI 2019 Attend and Interact: Higher-Order Object Interactions for Video Understanding CVPR 2018