Huan Ling

49 papers A* 18Journal 28Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head.
CoRR
Kewei Zhang, Ye Huang, Yufan Deng, Jincheng Yu, Junsong Chen, Huan Ling, Enze Xie, Daquan Zhou
2025 J jnl
ChronoEdit: Towards Temporal Reasoning for Image Editing and World Simulation.
CoRR
Jay Zhangjie Wu, Xuanchi Ren, Tianchang Shen, Tianshi Cao, Kai He, Yifan Lu, Ruiyuan Gao, Enze Xie, Shiyi Lan, José M. Álvarez, Jun Gao, Sanja Fidler, Zian Wang, Huan Ling
2025 J jnl
Cosmos World Foundation Model Platform for Physical AI.
CoRR
Niket Agarwal, Arslan Ali, Maciej Bala, Yogesh Balaji, Erik Barker, Tiffany Cai, Prithvijit Chattopadhyay, Yongxin Chen, Yin Cui, Yifan Ding, Daniel Dworakowski, Jiaojiao Fan, Michele Fenzi, Francesco Ferroni, Sanja Fidler, Dieter Fox, Songwei Ge, Yunhao Ge, Jinwei Gu, Siddharth Gururani, Ethan He, Jiahui Huang, Jacob Samuel Huffman, Pooya Jannaty, Jingyi Jin, Seung Wook Kim, Gergely Klár, Grace Lam, Shiyi Lan, Laura Leal-Taixé, Anqi Li, Zhaoshuo Li, Chen-Hsuan Lin, Tsung-Yi Lin, Huan Ling, Ming-Yu Liu, Xian Liu, Alice Luo, Qianli Ma, Hanzi Mao, Kaichun Mo, Arsalan Mousavian, Seungjun Nah, Sriharsha Niverty, David Page, Despoina Paschalidou, Zeeshan Patel, Lindsey Pavao, Morteza Ramezanali, Fitsum Reda, Xiaowei Ren, Vasanth Rao Naik Sabavat, Ed Schmerling, Stella Shi, Bartosz Stefaniak, Shitao Tang, Lyne Tchapmi, Przemek Tredak, Wei-Cheng Tseng, Jibin Varghese, Hao Wang, Haoxiang Wang, Heng Wang, Ting-Chun Wang, Fangyin Wei, Xinyue Wei, Jay Zhangjie Wu, Jiashu Xu, Wei Yang, Yen-Chen Lin, Xiaohui Zeng, Yu Zeng, Jing Zhang, Qinsheng Zhang, Yuxuan Zhang, Qingqing Zhao, Artur Zólkowski
2025 J jnl
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models.
CoRR
Xuanchi Ren, Yifan Lu, Tianshi Cao, Ruiyuan Gao, Shengyu Huang, Amirmojtaba Sabour, Tianchang Shen, Tobias Pfaff, Jay Zhangjie Wu, Runjian Chen, Seung Wook Kim, Jun Gao, Laura Leal-Taixé, Mike Chen, Sanja Fidler, Huan Ling
2025 J jnl
Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control.
CoRR
Hassan Abu Alhaija, José M. Álvarez, Maciej Bala, Tiffany Cai, Tianshi Cao, Liz Cha, Joshua Chen, Mike Chen, Francesco Ferroni, Sanja Fidler, Dieter Fox, Yunhao Ge, Jinwei Gu, Ali Hassani, Michael Isaev, Pooya Jannaty, Shiyi Lan, Tobias Lasser, Huan Ling, Ming-Yu Liu, Xian Liu, Yifan Lu, Alice Luo, Qianli Ma, Hanzi Mao, Fabio Ramos, Xuanchi Ren, Tianchang Shen, Xinglong Sun, Shitao Tang, Ting-Chun Wang, Jay Zhangjie Wu, Jiashu Xu, Stella Xu, Kevin Xie, Yuchong Ye, Xiaodong Yang, Xiaohui Zeng, Yu Zeng
2025 A* conf
DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models.
CVPR
Jay Zhangjie Wu, Yuxuan Zhang, Haithem Turki, Xuanchi Ren, Jun Gao, Mike Zheng Shou, Sanja Fidler, Zan Gojcic, Huan Ling
2025 A* conf
Diffusion Renderer: Neural Inverse and Forward Rendering with Video Diffusion Models.
CVPR
Ruofan Liang, Zan Gojcic, Huan Ling, Jacob Munkberg, Jon Hasselgren, Chih-Hao Lin, Jun Gao, Alexander Keller, Nandita Vijaykumar, Sanja Fidler, Zian Wang
2025 J jnl
DiffusionRenderer: Neural Inverse and Forward Rendering with Video Diffusion Models.
CoRR
Ruofan Liang, Zan Gojcic, Huan Ling, Jacob Munkberg, Jon Hasselgren, Zhi-Hao Lin, Jun Gao, Alexander Keller, Nandita Vijaykumar, Sanja Fidler, Zian Wang
2025 J jnl
Difix3D+: Improving 3D Reconstructions with Single-Step Diffusion Models.
CoRR
Jay Zhangjie Wu, Yuxuan Zhang, Haithem Turki, Xuanchi Ren, Jun Gao, Mike Zheng Shou, Sanja Fidler, Zan Gojcic, Huan Ling
2025 A* conf
GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control.
CVPR
Xuanchi Ren, Tianchang Shen, Jiahui Huang, Huan Ling, Yifan Lu, Merlin Nimier-David, Thomas Müller, Alexander Keller, Sanja Fidler, Jun Gao
2025 J jnl
GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control.
CoRR
Xuanchi Ren, Tianchang Shen, Jiahui Huang, Huan Ling, Yifan Lu, Merlin Nimier-David, Thomas Müller, Alexander Keller, Sanja Fidler, Jun Gao
2025 J jnl
Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation.
CoRR
Sherwin Bahmani, Tianchang Shen, Jiawei Ren, Jiahui Huang, Yifeng Jiang, Haithem Turki, Andrea Tagliasacchi, David B. Lindell, Zan Gojcic, Sanja Fidler, Huan Ling, Jun Gao, Xuanchi Ren
2025 J jnl
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer.
CoRR
Junsong Chen, Yuyang Zhao, Jincheng Yu, Ruihang Chu, Junyu Chen, Shuai Yang, Xianbang Wang, Yicheng Pan, Daquan Zhou, Huan Ling, Haozhe Liu, Hongwei Yi, Hao Zhang, Muyang Li, Yukang Chen, Han Cai, Sanja Fidler, Ping Luo, Song Han, Enze Xie
2025 J jnl
ViPE: Video Pose Engine for 3D Geometric Perception.
CoRR
Jiahui Huang, Qunjie Zhou, Hesam Rabeti, Aleksandr Korovko, Huan Ling, Xuanchi Ren, Tianchang Shen, Jun Gao, Dmitry Slepichev, Chen-Hsuan Lin, Jiawei Ren, Kevin Xie, Joydeep Biswas, Laura Leal-Taixé, Sanja Fidler
2024 A* conf
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features.
CVPR
Chenfeng Xu, Huan Ling, Sanja Fidler, Or Litany
2024 A* conf
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models.
CVPR
Huan Ling, Seung Wook Kim, Antonio Torralba, Sanja Fidler, Karsten Kreis
2024 J jnl
Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos.
CoRR
Hanxue Liang, Jiawei Ren, Ashkan Mirzaei, Antonio Torralba, Ziwei Liu, Igor Gilitschenski, Sanja Fidler, Cengiz Öztireli, Huan Ling, Zan Gojcic, Jiahui Huang
2024 A* conf
L4GM: Large 4D Gaussian Reconstruction Model.
NeurIPS
Jiawei Ren, Cheng Xie, Ashkan Mirzaei, Hanxue Liang, Xiaohui Zeng, Karsten Kreis, Ziwei Liu, Antonio Torralba, Sanja Fidler, Seung Wook Kim, Huan Ling
2024 J jnl
L4GM: Large 4D Gaussian Reconstruction Model.
CoRR
Jiawei Ren, Kevin Xie, Ashkan Mirzaei, Hanxue Liang, Xiaohui Zeng, Karsten Kreis, Ziwei Liu, Antonio Torralba, Sanja Fidler, Seung Wook Kim, Huan Ling
2024 A* conf
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats.
NeurIPS
Xuanchi Ren, Yifan Lu, Hanxue Liang, Jay Zhangjie Wu, Huan Ling, Mike Chen, Sanja Fidler, Francis Williams, Jiahui Huang
2024 J jnl
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats.
CoRR
Xuanchi Ren, Yifan Lu, Hanxue Liang, Zhangjie Wu, Huan Ling, Mike Chen, Sanja Fidler, Francis Williams, Jiahui Huang
2023 J jnl
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features.
CoRR
Chenfeng Xu, Huan Ling, Sanja Fidler, Or Litany
2023 J jnl
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models.
CoRR
Huan Ling, Seung Wook Kim, Antonio Torralba, Sanja Fidler, Karsten Kreis
2023 A* conf
Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models.
CVPR
Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis
2023 J jnl
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models.
CoRR
Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis
2023 A* conf
DreamTeacher: Pretraining Image Backbones with Deep Generative Models.
ICCV
Daiqing Li, Huan Ling, Amlan Kar, David Acuna, Seung Wook Kim, Karsten Kreis, Antonio Torralba, Sanja Fidler
2023 J jnl
DreamTeacher: Pretraining Image Backbones with Deep Generative Models.
CoRR
Daiqing Li, Huan Ling, Amlan Kar, David Acuna, Seung Wook Kim, Karsten Kreis, Antonio Torralba, Sanja Fidler
2022 A* conf
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations.
CVPR
Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Sanja Fidler, Antonio Torralba
2022 J jnl
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations.
CoRR
Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Adela Barriuso, Sanja Fidler, Antonio Torralba
2021 A* conf
DatasetGAN: Efficient Labeled Data Factory With Minimal Human Effort.
CVPR
Yuxuan Zhang, Huan Ling, Jun Gao, Kangxue Yin, Jean-Francois Lafleche, Adela Barriuso, Antonio Torralba, Sanja Fidler
2021 J jnl
DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort.
CoRR
Yuxuan Zhang, Huan Ling, Jun Gao, Kangxue Yin, Jean-Francois Lafleche, Adela Barriuso, Antonio Torralba, Sanja Fidler
2021 A* conf
EditGAN: High-Precision Semantic Image Editing.
NeurIPS
Huan Ling, Karsten Kreis, Daiqing Li, Seung Wook Kim, Antonio Torralba, Sanja Fidler
2021 J jnl
EditGAN: High-Precision Semantic Image Editing.
CoRR
Huan Ling, Karsten Kreis, Daiqing Li, Seung Wook Kim, Antonio Torralba, Sanja Fidler
2021 A* conf
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering.
ICLR
Yuxuan Zhang, Wenzheng Chen, Huan Ling, Jun Gao, Yinan Zhang, Antonio Torralba, Sanja Fidler
2020 J jnl
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering.
CoRR
Yuxuan Zhang, Wenzheng Chen, Huan Ling, Jun Gao, Yinan Zhang, Antonio Torralba, Sanja Fidler
2020 — conf
ScribbleBox: Interactive Annotation Framework for Video Object Segmentation.
ECCV (13)
Bowen Chen, Huan Ling, Xiaohui Zeng, Jun Gao, Ziyue Xu, Sanja Fidler
2020 J jnl
ScribbleBox: Interactive Annotation Framework for Video Object Segmentation.
CoRR
Bowen Chen, Huan Ling, Xiaohui Zeng, Gao Jun, Ziyue Xu, Sanja Fidler
2020 A* conf
Variational Amodal Object Completion.
NeurIPS
Huan Ling, David Acuna, Karsten Kreis, Seung Wook Kim, Sanja Fidler
2019 A* conf
Fast Interactive Object Annotation With Curve-GCN.
CVPR
Huan Ling, Jun Gao, Amlan Kar, Wenzheng Chen, Sanja Fidler
2019 J jnl
Fast Interactive Object Annotation with Curve-GCN.
CoRR
Huan Ling, Jun Gao, Amlan Kar, Wenzheng Chen, Sanja Fidler
2019 A* conf
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer.
NeurIPS
Wenzheng Chen, Huan Ling, Jun Gao, Edward J. Smith, Jaakko Lehtinen, Alec Jacobson, Sanja Fidler
2019 J jnl
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer.
CoRR
Wenzheng Chen, Jun Gao, Huan Ling, Edward J. Smith, Jaakko Lehtinen, Alec Jacobson, Sanja Fidler
2019 A* conf
Object Instance Annotation With Deep Extreme Level Set Evolution.
CVPR
Zian Wang, David Acuna, Huan Ling, Amlan Kar, Sanja Fidler
2018 — conf
Adversarial Contrastive Estimation.
ACL (1)
Avishek Joey Bose, Huan Ling, Yanshuai Cao
2018 J jnl
Adversarial Contrastive Estimation.
CoRR
Avishek Joey Bose, Huan Ling, Yanshuai Cao
2018 A* conf
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++.
CVPR
David Acuna, Huan Ling, Amlan Kar, Sanja Fidler
2018 J jnl
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++.
CoRR
David Acuna, Huan Ling, Amlan Kar, Sanja Fidler
2017 J jnl
Teaching Machines to Describe Images via Natural Language Feedback.
CoRR
Huan Ling, Sanja Fidler
2017 — conf
Teaching Machines to Describe Images with Natural Language Feedback.
NIPS
Huan Ling, Sanja Fidler