← Authors

Hartwig Adam

36 papers · 2017–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (8) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (55) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution 🀝 Dynamic Duo (17) πŸ‘₯ Mega-Team (31) πŸš€ Conference Pioneer πŸ’Ž Century Club (36) πŸ—ƒοΈ Keyword Collector (104) πŸ”₯ Unstoppable (9) πŸ“ˆ Trend Setter ⚑ Prolific Year (6)

Conferences

CVPR (16) ECCV (9) ICML (3) ICCV (2) ICLR (2) NIPS (2) WACV (2)

Top co-authors

Liang-Chieh Chen (17) Florian Schroff (11) Yukun Zhu (10) Ting Liu (9) Liangzhe Yuan (7) Boqing Gong (6) Ming-Hsuan Yang (6) Siyuan Qiao (6) Alan Yuille (6) Yin Cui (6)

Keywords

semantic segmentation (10) object detection (7) instance segmentation (5) panoptic segmentation (4) depth estimation (4) neural architecture search (4) contrastive learning (3) representation learning (3) mask transformer (3) video panoptic segmentation (2) dense prediction (2) end-to-end learning (2) efficient model (2) action recognition (2) model compression (2) efficient computing (2) deep learning (2) convolutional neural network (2) multimodal learning (2) video segmentation (1)

Papers

Epsilon-VAE: Denoising as Visual Decoding ICML 2025
SANPO: A Scene Understanding Accessibility and Human Navigation Dataset WACV 2025
VideoPrism: A Foundational Visual Encoder for Video Understanding ICML 2024
PolyMaX: General Dense Prediction With Mask Transformer WACV 2024
Distilling Vision-Language Models on Millions of Videos CVPR 2024
VideoPoet: A Large Language Model for Zero-Shot Video Generation ICML 2024
Unified Visual Relationship Detection with Vision and Language Models ICCV 2023
Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception NIPS 2023
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models ICLR 2023
Improving Zero-Shot Generalization and Robustness of Multi-Modal Models CVPR 2023
CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation CVPR 2022
Contextualized Spatio-Temporal Contrastive Learning With Self-Supervision CVPR 2022
Surrogate Gap Minimization Improves Sharpness-Aware Training ICLR 2022
TubeFormer-DeepLab: Video Mask Transformer CVPR 2022
Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset ECCV 2022
Adaptive Transformers for Robust Few-Shot Cross-Domain Face Anti-Spoofing ECCV 2022
k-Means Mask Transformer ECCV 2022
VIP-DeepLab: Learning Visual Perception With Depth-Aware Video Panoptic Segmentation CVPR 2021
Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization CVPR 2021
MaX-DeepLab: End-to-End Panoptic Segmentation With Mask Transformers CVPR 2021
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset ECCV 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation ECCV 2020
View-Invariant Probabilistic Embedding for Human Pose ECCV 2020
MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices CVPR 2020
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation ECCV 2020
Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation CVPR 2020
Searching for MobileNetV3 ICCV 2019
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation CVPR 2019
FEELVOS: Fast End-To-End Embedding Learning for Video Object Segmentation CVPR 2019
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications ECCV 2018
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference CVPR 2018
MaskLab: Instance Segmentation by Refining Object Detection With Semantic and Direction Features CVPR 2018
The INaturalist Species Classification and Detection Dataset CVPR 2018
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction NIPS 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation ECCV 2018
BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks CVPR 2017