← Authors

Alexander G. Schwing

55 papers · 2013–2024 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (83) 🏠 Conference Loyalist (33) πŸ”¬ Deep Specialist (10) ⚑ Prolific Year (7) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (227) πŸ’Ž Century Club (55) ❓ The Questioner πŸ”₯ Unstoppable (12)

Conferences

CVPR (33) ECCV (10) ICCV (7) NIPS (2) AAAI (1) CORL (1) JMLR (1)

Top co-authors

Raquel Urtasun (8) Yuan-Ting Hu (8) Zhongzheng Ren (7) Raymond A. Yeh (6) Unnat Jain (5) Xiaoming Zhao (5) Svetlana Lazebnik (4) Ziyu Zhang (3) Sanja Fidler (3) Jia-Bin Huang (3)

Keywords

semantic segmentation (11) object detection (7) instance segmentation (7) generative model (5) panoptic segmentation (4) multi-agent system (4) object tracking (3) depth estimation (3) multimodal learning (3) weakly supervised learning (3) convolutional neural network (3) dialogue system (3) generative adversarial network (3) video instance segmentation (2) video understanding (2) trajectory prediction (2) 3d vision (2) reinforcement learning (2) image captioning (2) attention mechanism (2)

Papers

OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning NIPS 2024
GoMAvatar: Efficient Animatable Human Modeling from Monocular Video Using Gaussians-on-Mesh CVPR 2024
Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers NIPS 2024
AutoFocusFormer: Image Segmentation off the Grid CVPR 2023
Occupancy Planes for Single-View RGB-D Human Reconstruction AAAI 2023
SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation CVPR 2023
Context-Aware Relative Object Queries To Unify Video Instance and Panoptic Segmentation CVPR 2023
Neural Volumetric Object Selection CVPR 2022
Generative Multiplane Images: Making a 2D GAN 3D-Aware ECCV 2022
Initialization and Alignment for Adversarial Texture Optimization ECCV 2022
Masked-Attention Mask Transformer for Universal Image Segmentation CVPR 2022
Joint Forecasting of Panoptic Segmentations With Difference Attention CVPR 2022
Total Variation Optimization Layers for Computer Vision CVPR 2022
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model ECCV 2022
3D Spatial Recognition Without Spatially Labeled 3D CVPR 2021
Interpretation of Emergent Communication in Heterogeneous Collaborative Embodied Agents ICCV 2021
GridToPix: Training Embodied Agents With Minimal Supervision ICCV 2021
Panoptic Segmentation Forecasting CVPR 2021
Assignment-Space-Based Multi-Object Tracking and Segmentation ICCV 2021
The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation ICCV 2021
SAIL-VOS 3D: A Synthetic Dataset and Baselines for Object Detection and 3D Mesh Reconstruction From Video Data CVPR 2021
UFOΒ²: A Unified Framework towards Omni-supervised Object Detection ECCV 2020
Proposal-based Video Completion ECCV 2020
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis CVPR 2020
Dynamic Neural Relational Inference CVPR 2020
Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning? CVPR 2020
Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection CVPR 2020
A Simple Baseline for Audio-Visual Scene-Aware Dialog CVPR 2019
Fast, Diverse and Accurate Image Captioning Guided by Part-Of-Speech CVPR 2019
Max-Sliced Wasserstein Distance and Its Use for GANs CVPR 2019
Two Body Problem: Collaborative Visual Task Completion CVPR 2019
Diverse Generation for Multi-Agent Sports Games CVPR 2019
SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation - A Synthetic Dataset and Baselines CVPR 2019
Factor Graph Attention CVPR 2019
PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning CORL 2019
Convolutional Image Captioning CVPR 2018
Generative Modeling Using the Sliced Wasserstein Distance CVPR 2018
Two Can Play This Game: Visual Dialog With Discriminative Question Generation and Answering CVPR 2018
Unsupervised Textual Grounding: Linking Words to Image Concepts CVPR 2018
Diverse and Coherent Paragraph Generation from Images ECCV 2018
Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation ECCV 2018
VideoMatch: Matching based Video Object Segmentation ECCV 2018
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering ECCV 2018
Structural Consistency and Controllability for Diverse Colorization ECCV 2018
Semantic Image Inpainting With Deep Generative Models CVPR 2017
Creativity: Generating Diverse Questions Using Variational Autoencoders CVPR 2017
Blending Learning and Inference in Conditional Random Fields JMLR 2016
Efficient Deep Learning for Stereo Matching CVPR 2016
Rent3D: Floor-Plan Priors for Monocular Layout Estimation CVPR 2015
Monocular Object Instance Segmentation and Depth Ordering With CNNs ICCV 2015
Learning to Segment Under Various Forms of Weak Supervision CVPR 2015
Efficient Structured Parsing of Facades Using Dynamic Programming CVPR 2014
Tell Me What You See and I will Show You Where It Is CVPR 2014
Estimating the 3D Layout of Indoor Scenes and Its Clutter from Depth Sensors ICCV 2013
Box in the Box: Joint 3D Layout and Object Reasoning from Single Images ICCV 2013