Teaching Machines to Describe Images with Natural Language Feedback. - Huan Ling; Sanja Fidler (NIPS, 2017)

Teaching Machines to Describe Images via Natural Language Feedback. - Huan Ling; Sanja Fidler (CoRR, 2017)

Adversarial Contrastive Estimation. - Avishek Joey Bose; Huan Ling; Yanshuai Cao (ACL (1), 2018)

Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++. - David Acuna; Huan Ling; Amlan Kar; Sanja Fidler (CVPR, 2018)

Fast Interactive Object Annotation With Curve-GCN. - Huan Ling; Jun Gao 004; Amlan Kar; Wenzheng Chen; Sanja Fidler (CVPR, 2019)

Object Instance Annotation With Deep Extreme Level Set Evolution. - Zian Wang; David Acuna; Huan Ling; Amlan Kar; Sanja Fidler (CVPR, 2019)

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer. - Wenzheng Chen; Huan Ling; Jun Gao 004; Edward J. Smith; Jaakko Lehtinen; Alec Jacobson; Sanja Fidler (NeurIPS, 2019)

ScribbleBox: Interactive Annotation Framework for Video Object Segmentation. - Bowen Chen; Huan Ling; Xiaohui Zeng; Jun Gao 004; Ziyue Xu; Sanja Fidler (ECCV (13), 2020)

Variational Amodal Object Completion. - Huan Ling; David Acuna; Karsten Kreis; Seung Wook Kim 001; Sanja Fidler (NeurIPS, 2020)

ScribbleBox: Interactive Annotation Framework for Video Object Segmentation. - Bowen Chen; Huan Ling; Xiaohui Zeng; Gao Jun; Ziyue Xu; Sanja Fidler (CoRR, 2020)

DatasetGAN: Efficient Labeled Data Factory With Minimal Human Effort. - Yuxuan Zhang 001; Huan Ling; Jun Gao 004; Kangxue Yin; Jean-Francois Lafleche; Adela Barriuso; Antonio Torralba 001; Sanja Fidler (CVPR, 2021)

Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering. - Yuxuan Zhang 001; Wenzheng Chen; Huan Ling; Jun Gao 004; Yinan Zhang; Antonio Torralba 001; Sanja Fidler (ICLR, 2021)

EditGAN: High-Precision Semantic Image Editing. - Huan Ling; Karsten Kreis; Daiqing Li; Seung Wook Kim 001; Antonio Torralba 001; Sanja Fidler (NeurIPS, 2021)

BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations. - Daiqing Li; Huan Ling; Seung Wook Kim 001; Karsten Kreis; Sanja Fidler; Antonio Torralba 001 (CVPR, 2022)

BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations. - Daiqing Li; Huan Ling; Seung Wook Kim 001; Karsten Kreis; Adela Barriuso; Sanja Fidler; Antonio Torralba 001 (CoRR, 2022)

Align Your Latents: High-Resolution Video Synthesis with Latent Diffusion Models. - Andreas Blattmann; Robin Rombach; Huan Ling; Tim Dockhorn; Seung Wook Kim 001; Sanja Fidler; Karsten Kreis (CVPR, 2023)

DreamTeacher: Pretraining Image Backbones with Deep Generative Models. - Daiqing Li; Huan Ling; Amlan Kar; David Acuna; Seung Wook Kim 001; Karsten Kreis; Antonio Torralba 001; Sanja Fidler (ICCV, 2023)

Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models. - Huan Ling; Seung Wook Kim 001; Antonio Torralba 001; Sanja Fidler; Karsten Kreis (CVPR, 2024)

3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features. - Chenfeng Xu; Huan Ling; Sanja Fidler; Or Litany (CVPR, 2024)

SCube: Instant Large-Scale Scene Reconstruction using VoxSplats. - Xuanchi Ren; Yifan Lu; Hanxue Liang; Jay Zhangjie Wu; Huan Ling; Mike Chen; Sanja Fidler; Francis Williams; Jiahui Huang (NeurIPS, 2024)

L4GM: Large 4D Gaussian Reconstruction Model. - Jiawei Ren 001; Cheng Xie; Ashkan Mirzaei; Hanxue Liang; Xiaohui Zeng; Karsten Kreis; Ziwei Liu 002; Antonio Torralba 001; Sanja Fidler; Seung Wook Kim 001; Huan Ling (NeurIPS, 2024)

L4GM: Large 4D Gaussian Reconstruction Model. - Jiawei Ren 001; Kevin Xie; Ashkan Mirzaei; Hanxue Liang; Xiaohui Zeng; Karsten Kreis; Ziwei Liu 002; Antonio Torralba 001; Sanja Fidler; Seung Wook Kim 001; Huan Ling (CoRR, 2024)

SCube: Instant Large-Scale Scene Reconstruction using VoxSplats. - Xuanchi Ren; Yifan Lu; Hanxue Liang; Zhangjie Wu; Huan Ling; Mike Chen; Sanja Fidler; Francis Williams; Jiahui Huang (CoRR, 2024)

Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos. - Hanxue Liang; Jiawei Ren 001; Ashkan Mirzaei; Antonio Torralba 001; Ziwei Liu 002; Igor Gilitschenski; Sanja Fidler; Cengiz Öztireli; Huan Ling; Zan Gojcic; Jiahui Huang (CoRR, 2024)

Diffusion Renderer: Neural Inverse and Forward Rendering with Video Diffusion Models. - Ruofan Liang; Zan Gojcic; Huan Ling; Jacob Munkberg; Jon Hasselgren; Chih-Hao Lin; Jun Gao 004; Alexander Keller 001; Nandita Vijaykumar; Sanja Fidler; Zian Wang (CVPR, 2025)

GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control. - Xuanchi Ren; Tianchang Shen; Jiahui Huang; Huan Ling; Yifan Lu; Merlin Nimier-David; Thomas Müller 013; Alexander Keller 001; Sanja Fidler; Jun Gao 004 (CVPR, 2025)

DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models. - Jay Zhangjie Wu; Yuxuan Zhang 001; Haithem Turki; Xuanchi Ren; Jun Gao 004; Mike Zheng Shou; Sanja Fidler; Zan Gojcic; Huan Ling (CVPR, 2025)

Cosmos World Foundation Model Platform for Physical AI. - Niket Agarwal; Arslan Ali; Maciej Bala; Yogesh Balaji; Erik Barker; Tiffany Cai; Prithvijit Chattopadhyay; Yongxin Chen; Yin Cui; Yifan Ding; Daniel Dworakowski; Jiaojiao Fan; et al. (CoRR, 2025)

DiffusionRenderer: Neural Inverse and Forward Rendering with Video Diffusion Models. - Ruofan Liang; Zan Gojcic; Huan Ling; Jacob Munkberg; Jon Hasselgren; Zhi-Hao Lin; Jun Gao 004; Alexander Keller 001; Nandita Vijaykumar; Sanja Fidler; Zian Wang (CoRR, 2025)

Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control. - Hassan Abu Alhaija; José M. Álvarez 004; Maciej Bala; Tiffany Cai; Tianshi Cao; Liz Cha; Joshua Chen; Mike Chen; Francesco Ferroni; Sanja Fidler; Dieter Fox; Yunhao Ge; et al. (CoRR, 2025)

Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models. - Xuanchi Ren; Yifan Lu; Tianshi Cao; Ruiyuan Gao 003; Shengyu Huang; Amirmojtaba Sabour; Tianchang Shen; Tobias Pfaff; Jay Zhangjie Wu; Runjian Chen; Seung Wook Kim 001; Jun Gao 004; et al. (CoRR, 2025)

ViPE: Video Pose Engine for 3D Geometric Perception. - Jiahui Huang; Qunjie Zhou; Hesam Rabeti; Aleksandr Korovko; Huan Ling; Xuanchi Ren; Tianchang Shen; Jun Gao 004; Dmitry Slepichev; Chen-Hsuan Lin 001; Jiawei Ren 001; Kevin Xie; et al. (CoRR, 2025)