Alexander G. Schwing

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 225

Top Venues

CoRR

CVPR

NeurIPS

NIPS

Publications

Guy Lorberbom, Itai Gat, Yossi Adi, Alexander G. Schwing, Tamir Hazan
Layer Collaboration in the Forward-Forward Algorithm. AAAI (2024)
Jing Wen, Xiaoming Zhao, Zhongzheng Ren, Alexander G. Schwing, Shenlong Wang
GoMAvatar: Efficient Animatable Human Modeling from Monocular Video Using Gaussians-on-Mesh. CoRR (2024)
Xiaoming Zhao, Alex Colburn, Fangchang Ma, Miguel Ángel Bautista, Joshua M. Susskind, Alexander G. Schwing
Pseudo-Generalized Dynamic View Synthesis from a Video. ICLR (2024)
Saba Ghaffari, Ehsan Saleh, Alexander G. Schwing, Yu-Xiong Wang, Martin D. Burke, Saurabh Sinha
Robust Model-Based Optimization for Challenging Fitness Landscapes. ICLR (2024)
Anwesa Choudhuri, Girish Chowdhary, Alexander G. Schwing
OW-VISCap: Open-World Video Instance Segmentation and Captioning. CoRR (2024)
Zhenggang Tang, Zhongzheng Ren, Xiaoming Zhao, Bowen Wen, Jonathan Tremblay, Stan Birchfield, Alexander G. Schwing
NeRFDeformer: NeRF Transformation from a Single View via 3D Scene Flows. CoRR (2024)
Weiman Yan, Ernest Wu, Alexander G. Schwing, Elyse Rosenbaum
Semantic Autoencoder for Modeling BEOL and MOL Dielectric Lifetime Distributions. IRPS (2023)
Ziwen Chen, Kaushik Patnaik, Shuangfei Zhai, Alvin Wan, Zhile Ren, Alexander G. Schwing, Alex Colburn, Fuxin Li
AutoFocusFormer: Image Segmentation off the Grid. CoRR (2023)
Saba Ghaffari, Ehsan Saleh, Alexander G. Schwing, Yu-Xiong Wang, Martin D. Burke, Saurabh Sinha
Property-Guided Generative Modelling for Robust Model-Based Design with Imbalanced Data. CoRR (2023)
Peiye Zhuang, Samira Abnar, Jiatao Gu, Alexander G. Schwing, Joshua M. Susskind, Miguel Ángel Bautista
Diffusion Probabilistic Fields. ICLR (2023)
Yen-Chi Cheng, Chieh Hubert Lin, Chaoyang Wang, Yash Kant, Sergey Tulyakov, Alexander G. Schwing, Liangyan Gui, Hsin-Ying Lee
Virtual Pets: Animatable Animal Generation in 3D Scenes. CoRR (2023)
Xiaoming Zhao, Yuan-Ting Hu, Zhongzheng Ren, Alexander G. Schwing
Occupancy Planes for Single-View RGB-D Human Reconstruction. AAAI (2023)
Guy Lorberbom, Itai Gat, Yossi Adi, Alexander G. Schwing, Tamir Hazan
Layer Collaboration in the Forward-Forward Algorithm. CoRR (2023)
Kai Yan, Alexander G. Schwing, Yu-Xiong Wang
A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories. CoRR (2023)
Peiye Zhuang, Samira Abnar, Jiatao Gu, Alexander G. Schwing, Joshua M. Susskind, Miguel Ángel Bautista
Diffusion Probabilistic Fields. CoRR (2023)
Ho Kei Cheng, Seoung Wug Oh, Brian Price, Alexander G. Schwing, Joon-Young Lee
Tracking Anything with Decoupled Video Segmentation. ICCV (2023)
Kai Yan, Alexander G. Schwing, Yu-Xiong Wang
Offline Imitation from Observation via Primal Wasserstein State Occupancy Matching. CoRR (2023)
Ho Kei Cheng, Seoung Wug Oh, Brian Price, Joon-Young Lee, Alexander G. Schwing
Putting the Object Back into Video Object Segmentation. CoRR (2023)
Pengsheng Guo, Hans Hao, Adam Caccavale, Zhongzheng Ren, Edward Zhang, Qi Shan, Aditya Sankar, Alexander G. Schwing, Alex Colburn, Fangchang Ma
StableDreamer: Taming Noisy Score Distillation Sampling for Text-to-3D. CoRR (2023)
Yuan-Ting Hu, Alexander G. Schwing, Raymond A. Yeh
Surface Snapping Optimization Layer for Single Image Object Shape Reconstruction. ICML (2023)
Yen-Chi Cheng, Hsin-Ying Lee, Sergey Tulyakov, Alexander G. Schwing, Liangyan Gui
SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation. CVPR (2023)
Xiaoming Zhao, Alex Colburn, Fangchang Ma, Miguel Ángel Bautista, Joshua M. Susskind, Alexander G. Schwing
Is Generalized Dynamic Novel View Synthesis from Monocular Videos Possible Today? CoRR (2023)
Christian Bauckhage, Wolfgang Förstner, Juergen Gall, Michael Möller, Alexander G. Schwing
Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021). Int. J. Comput. Vis. 131 (5) (2023)
Anwesa Choudhuri, Girish Chowdhary, Alexander G. Schwing
Context-Aware Relative Object Queries to Unify Video Instance and Panoptic Segmentation. CVPR (2023)
Kai Yan, Alexander G. Schwing, Yu-Xiong Wang
A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories. NeurIPS (2023)
Ho Kei Cheng, Seoung Wug Oh, Brian Price, Alexander G. Schwing, Joon-Young Lee
Tracking Anything with Decoupled Video Segmentation. CoRR (2023)
Ziwen Chen, Kaushik Patnaik, Shuangfei Zhai, Alvin Wan, Zhile Ren, Alexander G. Schwing, Alex Colburn, Fuxin Li
AutoFocusFormer: Image Segmentation off the Grid. CVPR (2023)
Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji
Learning to Decompose Visual Features with Latent Textual Prompts. ICLR (2023)
Zhenggang Tang, Balakumar Sundaralingam, Jonathan Tremblay, Bowen Wen, Ye Yuan, Stephen Tyree, Charles T. Loop, Alexander G. Schwing, Stan Birchfield
RGB-Only Reconstruction of Tabletop Scenes for Collision-Free Manipulator Control. ICRA (2023)
Yen-Chi Cheng, Hsin-Ying Lee, Sergey Tulyakov, Alexander G. Schwing, Liangyan Gui
SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation. CoRR (2022)
Renan A. Rojas-Gomez, Teck-Yian Lim, Alexander G. Schwing, Minh N. Do, Raymond A. Yeh
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks. CoRR (2022)
Xiaoming Zhao, Zhizhen Zhao, Alexander G. Schwing
Initialization and Alignment for Adversarial Texture Optimization. ECCV (27) (2022)
Itai Gat, Yossi Adi, Alexander G. Schwing, Tamir Hazan
On the Importance of Gradient Norm in PAC-Bayesian Bounds. CoRR (2022)
Peiye Zhuang, Liqian Ma, Sanmi Koyejo, Alexander G. Schwing
Controllable Radiance Fields for Dynamic Face Synthesis. 3DV (2022)
Renan A. Rojas-Gomez, Teck-Yian Lim, Alexander G. Schwing, Minh N. Do, Raymond A. Yeh
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks. NeurIPS (2022)
Kai Yan, Alexander G. Schwing, Yu-Xiong Wang
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations. CoRR (2022)
Xiaoming Zhao, Zhizhen Zhao, Alexander G. Schwing
Initialization and Alignment for Adversarial Texture Optimization. ECCV Workshops (3) (2022)
Iou-Jen Liu, Xingdi Yuan, Marc-Alexandre Côté, Pierre-Yves Oudeyer, Alexander G. Schwing
Asking for Knowledge (AFK): Training RL Agents to Query External Knowledge Using Language. ICML (2022)
Itai Gat, Yossi Adi, Alexander G. Schwing, Tamir Hazan
On the Importance of Gradient Norm in PAC-Bayesian Bounds. NeurIPS (2022)
Raymond A. Yeh, Yuan-Ting Hu, Mark Hasegawa-Johnson, Alexander G. Schwing
Equivariance Discovery by Learned Parameter-Sharing. CoRR (2022)
Zhongzheng Ren, Aseem Agarwala, Bryan C. Russell, Alexander G. Schwing, Oliver Wang
Neural Volumetric Object Selection. CoRR (2022)
Colin Graber, Cyril Jazra, Wenjie Luo, Liangyan Gui, Alexander G. Schwing
Joint Forecasting of Panoptic Segmentations with Difference Attention. CoRR (2022)
Raymond A. Yeh, Yuan-Ting Hu, Zhongzheng Ren, Alexander G. Schwing
Total Variation Optimization Layers for Computer Vision. CoRR (2022)
Xiaoming Zhao, Fangchang Ma, David Güera, Zhile Ren, Alexander G. Schwing, Alex Colburn
Generative Multiplane Images: Making a 2D GAN 3D-Aware. CoRR (2022)
Colin Graber, Cyril Jazra, Wenjie Luo, Liangyan Gui, Alexander G. Schwing
Joint Forecasting of Panoptic Segmentations with Difference Attention. CVPR (2022)
Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander G. Schwing, Heng Ji
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding. AAAI (2022)
Raymond A. Yeh, Yuan-Ting Hu, Zhongzheng Ren, Alexander G. Schwing
Total Variation Optimization Layers for Computer Vision. CVPR (2022)
Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji
Learning to Decompose Visual Features with Latent Textual Prompts. CoRR (2022)
Tom Braude, Idan Schwartz, Alexander G. Schwing, Ariel Shamir
Ordered Attention for Coherent Visual Storytelling. ACM Multimedia (2022)
Iou-Jen Liu, Xingdi Yuan, Marc-Alexandre Côté, Pierre-Yves Oudeyer, Alexander G. Schwing
Asking for Knowledge: Training RL Agents to Query External Knowledge Using Language. CoRR (2022)
Bowen Cheng, Ishan Misra, Alexander G. Schwing, Alexander Kirillov, Rohit Girdhar
Masked-attention Mask Transformer for Universal Image Segmentation. CVPR (2022)
Ho Kei Cheng, Alexander G. Schwing
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model. ECCV (28) (2022)
Zhongzheng Ren, Aseem Agarwala, Bryan C. Russell, Alexander G. Schwing, Oliver Wang
Neural Volumetric Object Selection. CVPR (2022)
Xiaoming Zhao, Fangchang Ma, David Güera, Zhile Ren, Alexander G. Schwing, Alex Colburn
Generative Multiplane Images: Making a 2D GAN 3D-Aware. ECCV (5) (2022)
Colin Graber, Cyril Jazra, Wenjie Luo, Liangyan Gui, Alexander G. Schwing
Joint Forecasting of Panoptic Segmentations with Difference Attention. CVPR Workshops (2022)
Kai Yan, Alexander G. Schwing, Yu-Xiong Wang
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations. NeurIPS (2022)
Peiye Zhuang, Liqian Ma, Oluwasanmi Koyejo, Alexander G. Schwing
Controllable Radiance Fields for Dynamic Face Synthesis. CoRR (2022)
Klara Nahrstedt, Naresh R. Shanbhag, Vikram S. Adve, Nancy M. Amato, Romit Roy Choudhury, Carl A. Gunter, Nam Sung Kim, Olgica Milenkovic, Sayan Mitra, Lav R. Varshney, Yurii Vlasov, Sarita V. Adve, Rashid Bashir, Andreas Cangellaris, James DiCarlo, Katie Driggs Campbell, Nick Feamster, Mattia Gazzola, Karrie Karahalios, Sanmi Koyejo, Paul Kwiat, Bo Li, Negar Mehr, Ravish Mehra, Andrew Miller, Daniela Rus, Alexander G. Schwing, Anshumali Shrivastava
Coordinated Science Laboratory 70th Anniversary Symposium: The Future of Computing. CoRR (2022)
Raymond A. Yeh, Yuan-Ting Hu, Mark Hasegawa-Johnson, Alexander G. Schwing
Equivariance Discovery by Learned Parameter-Sharing. AISTATS (2022)
Tiantian Fang, Ruoyu Sun, Alexander G. Schwing
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data. NeurIPS (2022)
Xiaoming Zhao, Yuan-Ting Hu, Zhongzheng Ren, Alexander G. Schwing
Occupancy Planes for Single-view RGB-D Human Reconstruction. CoRR (2022)
Ho Kei Cheng, Alexander G. Schwing
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model. CoRR (2022)
Tiantian Fang, Ruoyu Sun, Alexander G. Schwing
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data. CoRR (2022)
Xiaoming Zhao, Zhizhen Zhao, Alexander G. Schwing
Initialization and Alignment for Adversarial Texture Optimization. CoRR (2022)
Iou-Jen Liu, Zhongzheng Ren, Raymond A. Yeh, Alexander G. Schwing
Semantic Tracklets: An Object-Centric Representation for Visual Multi-Agent Reinforcement Learning. IROS (2021)
Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, Chengxiang Zhai, Alexander G. Schwing
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization. SIGIR (2021)
Peiye Zhuang, Oluwasanmi Koyejo, Alexander G. Schwing
Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space Navigation. CoRR (2021)
Iou-Jen Liu, Zhongzheng Ren, Raymond A. Yeh, Alexander G. Schwing
Semantic Tracklets: An Object-Centric Representation for Visual Multi-Agent Reinforcement Learning. CoRR (2021)
Yuan-Ting Hu, Jiahong Wang, Raymond A. Yeh, Alexander G. Schwing
SAIL-VOS 3D: A Synthetic Dataset and Baselines for Object Detection and 3D Mesh Reconstruction from Video Data. CoRR (2021)
Unnat Jain, Iou-Jen Liu, Svetlana Lazebnik, Aniruddha Kembhavi, Luca Weihs, Alexander G. Schwing
GridToPix: Training Embodied Agents with Minimal Supervision. ICCV (2021)
Jyoti Aneja, Alexander G. Schwing, Jan Kautz, Arash Vahdat
A Contrastive Learning Approach for Training Variational Autoencoder Priors. NeurIPS (2021)
Raghavendra Pradyumna Pothukuchi, Sweta Yamini Pothukuchi, Petros G. Voulgaris, Alexander G. Schwing, Josep Torrellas
Maya: Using Formal Control to Obfuscate Power Side Channels. ISCA (2021)
Xiaoming Zhao, Harsh Agrawal, Dhruv Batra, Alexander G. Schwing
The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation. ICCV (2021)
Colin Graber, Grace Tsai, Michael Firman, Gabriel J. Brostow, Alexander G. Schwing
Panoptic Segmentation Forecasting. CVPR (2021)
Yuan-Ting Hu, Jiahong Wang, Raymond A. Yeh, Alexander G. Schwing
SAIL-VOS 3D: A Synthetic Dataset and Baselines for Object Detection and 3D Mesh Reconstruction From Video Data. CVPR Workshops (2021)
Itai Gat, Idan Schwartz, Alexander G. Schwing
Perceptual Score: What Data Modalities Does Your Model Perceive? CoRR (2021)
Zhongzheng Ren, Xiaoming Zhao, Alexander G. Schwing
Class-agnostic Reconstruction of Dynamic Objects from Videos. CoRR (2021)
Yuan-Ting Hu, Jiahong Wang, Raymond A. Yeh, Alexander G. Schwing
SAIL-VOS 3D: A Synthetic Dataset and Baselines for Object Detection and 3D Mesh Reconstruction From Video Data. CVPR (2021)
Zhongzheng Ren, Xiaoming Zhao, Alexander G. Schwing
Class-agnostic Reconstruction of Dynamic Objects from Videos. NeurIPS (2021)
Itai Gat, Idan Schwartz, Alexander G. Schwing
Perceptual Score: What Data Modalities Does Your Model Perceive? NeurIPS (2021)
Bowen Cheng, Alexander G. Schwing, Alexander Kirillov
Per-Pixel Classification is Not All You Need for Semantic Segmentation. CoRR (2021)
Anwesa Choudhuri, Girish Chowdhary, Alexander G. Schwing
Assignment-Space-based Multi-Object Tracking and Segmentation. ICCV (2021)
Shivansh Patel, Saim Wani, Unnat Jain, Alexander G. Schwing, Svetlana Lazebnik, Manolis Savva, Angel X. Chang
Interpretation of Emergent Communication in Heterogeneous Collaborative Embodied Agents. CoRR (2021)
Shivansh Patel, Saim Wani, Unnat Jain, Alexander G. Schwing, Svetlana Lazebnik, Manolis Savva, Angel X. Chang
Interpretation of Emergent Communication in Heterogeneous Collaborative Embodied Agents. ICCV (2021)
Xiaoming Zhao, Harsh Agrawal, Dhruv Batra, Alexander G. Schwing
The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation. CoRR (2021)
Iou-Jen Liu, Unnat Jain, Raymond A. Yeh, Alexander G. Schwing
Cooperative Exploration for Multi-Agent Deep Reinforcement Learning. CoRR (2021)
Unnat Jain, Iou-Jen Liu, Svetlana Lazebnik, Aniruddha Kembhavi, Luca Weihs, Alexander G. Schwing
GridToPix: Training Embodied Agents with Minimal Supervision. CoRR (2021)
Iou-Jen Liu, Unnat Jain, Raymond A. Yeh, Alexander G. Schwing
Cooperative Exploration for Multi-Agent Deep Reinforcement Learning. ICML (2021)
Colin Graber, Grace Tsai, Michael Firman, Gabriel J. Brostow, Alexander G. Schwing
Panoptic Segmentation Forecasting. CVPR Workshops (2021)
Anurendra Kumar, Keval Morabia, Jingjin Wang, Kevin Chen-Chuan Chang, Alexander G. Schwing
CoVA: Context-aware Visual Attention for Webpage Information Extraction. CoRR (2021)
Peiye Zhuang, Oluwasanmi Koyejo, Alexander G. Schwing
Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space Navigation. ICLR (2021)
Zhongzheng Ren, Ishan Misra, Alexander G. Schwing, Rohit Girdhar
3D Spatial Recognition Without Spatially Labeled 3D. CVPR (2021)
Bowen Cheng, Anwesa Choudhuri, Ishan Misra, Alexander Kirillov, Rohit Girdhar, Alexander G. Schwing
Mask2Former for Video Instance Segmentation. CoRR (2021)
Bowen Cheng, Ishan Misra, Alexander G. Schwing, Alexander Kirillov, Rohit Girdhar
Masked-attention Mask Transformer for Universal Image Segmentation. CoRR (2021)
Bowen Cheng, Alexander G. Schwing, Alexander Kirillov
Per-Pixel Classification is Not All You Need for Semantic Segmentation. NeurIPS (2021)
Kanika Narang, Yitong Song, Alexander G. Schwing, Hari Sundaram
FuseRec: fusing user and item homophily modeling with temporal recommender systems. Data Min. Knowl. Discov. 35 (3) (2021)
Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, Chengxiang Zhai, Alexander G. Schwing
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization. CoRR (2021)
Luca Weihs, Unnat Jain, Iou-Jen Liu, Jordi Salvador, Svetlana Lazebnik, Aniruddha Kembhavi, Alexander G. Schwing
Bridging the Imitation Gap by Adaptive Insubordination. NeurIPS (2021)
Tom Braude, Idan Schwartz, Alexander G. Schwing, Ariel Shamir
Towards Coherent Visual Storytelling with Ordered Image Attention. CoRR (2021)
Ameya D. Patil, Michael Tuttle, Alexander G. Schwing, Naresh R. Shanbhag
Adversarial Training to the Union of Perturbation Models. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alexander G. Schwing