Fidler, Sanja

189 publications

ICLR 2026 ChronoEdit: Towards Temporal Reasoning for In-Context Image Editing and World Simulation Jay Zhangjie Wu, Xuanchi Ren, Tianchang Shen, Tianshi Cao, Kai He, Yifan Lu, Ruiyuan Gao, Enze Xie, Shiyi Lan, Jose M. Alvarez, Jun Gao, Sanja Fidler, Zian Wang, Huan Ling

ICLR 2026 Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation 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

ICLR 2026 SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer 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

NeurIPS 2025 Align Your Flow: Scaling Continuous-Time Flow mAP Distillation Amirmojtaba Sabour, Sanja Fidler, Karsten Kreis

CVPR 2025 Can Large Vision-Language Models Correct Semantic Grounding Errors by Themselves? Yuan-Hong Liao, Rafid Mahmood, Sanja Fidler, David Acuna

ICCV 2025 Controllable Weather Synthesis and Removal with Video Diffusion Models Chih-Hao Lin, Zian Wang, Ruofan Liang, Yuxuan Zhang, Sanja Fidler, Shenlong Wang, Zan Gojcic

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

CVPR 2025 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, Alexander Keller, Nandita Vijaykumar, Sanja Fidler, Zian Wang

NeurIPS 2025 Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos Hanxue Liang, Jiawei Ren, Ashkan Mirzaei, Antonio Torralba, Ziwei Liu, Igor Gilitschenski, Sanja Fidler, Cengiz Oztireli, Huan Ling, Zan Gojcic, Jiahui Huang

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, Alexander Keller, Sanja Fidler, Jun Gao

ICCV 2025 InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models Yifan Lu, Xuanchi Ren, Jiawei Yang, Tianchang Shen, Zhangjie Wu, Jun Gao, Yue Wang, Siheng Chen, Mike Chen, Sanja Fidler, Jiahui Huang

NeurIPS 2025 LuxDiT: Lighting Estimation with Video Diffusion Transformer Ruofan Liang, Kai He, Zan Gojcic, Igor Gilitschenski, Sanja Fidler, Nandita Vijaykumar, Zian Wang

ICLR 2025 OmniRe: Omni Urban Scene Reconstruction Ziyu Chen, Jiawei Yang, Jiahui Huang, Riccardo de Lutio, Janick Martinez Esturo, Boris Ivanovic, Or Litany, Zan Gojcic, Sanja Fidler, Marco Pavone, Li Song, Yue Wang

JMLR 2025 Optimizing Data Collection for Machine Learning Rafid Mahmood, James Lucas, Jose M. Alvarez, Sanja Fidler, Marc T. Law

ICCV 2025 PartField: Learning 3D Feature Fields for Part Segmentation and Beyond Minghua Liu, Mikaela Angelina Uy, Donglai Xiang, Hao Su, Sanja Fidler, Nicholas Sharp, Jun Gao

ICLR 2025 ReMatching Dynamic Reconstruction Flow Sara Oblak, Despoina Paschalidou, Sanja Fidler, Matan Atzmon

NeurIPS 2025 UniRelight: Learning Joint Decomposition and Synthesis for Video Relighting Kai He, Ruofan Liang, Jacob Munkberg, Jon Hasselgren, Nandita Vijaykumar, Alexander Keller, Sanja Fidler, Igor Gilitschenski, Zan Gojcic, Zian Wang

TMLR 2025 Wolf: Dense Video Captioning with a World Summarization Framework Boyi Li, Ligeng Zhu, Ran Tian, Shuhan Tan, Yuxiao Chen, Yao Lu, Yin Cui, Sushant Veer, Max Ehrlich, Jonah Philion, Xinshuo Weng, Fuzhao Xue, Linxi Fan, Yuke Zhu, Jan Kautz, Andrew Tao, Ming-Yu Liu, Sanja Fidler, Boris Ivanovic, Trevor Darrell, Jitendra Malik, Song Han, Marco Pavone

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

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

ICML 2024 Align Your Steps: Optimizing Sampling Schedules in Diffusion Models Amirmojtaba Sabour, Sanja Fidler, Karsten Kreis

NeurIPS 2024 DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features Letian Wang, Seung Wook Kim, Jiawei Yang, Cunjun Yu, Boris Ivanovic, Steven Waslander, Yue Wang, Sanja Fidler, Marco Pavone, Peter Karkus

ICLR 2024 EmerDiff: Emerging Pixel-Level Semantic Knowledge in Diffusion Models Koichi Namekata, Amirmojtaba Sabour, Sanja Fidler, Seung Wook Kim

ICLR 2024 EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision Jiawei Yang, Boris Ivanovic, Or Litany, Xinshuo Weng, Seung Wook Kim, Boyi Li, Tong Che, Danfei Xu, Sanja Fidler, Marco Pavone, Yue Wang

NeurIPS 2024 L4GM: Large 4D Gaussian Reconstruction Model Jiawei Ren, Kevin Xie, Ashkan Mirzaei, Hanxue Liang, Xiaohui Zeng, Karsten Kreis, Ziwei Liu, Antonio Torralba, Sanja Fidler, Seung Wook Kim, Huan Ling

ECCV 2024 LATTE3D: Large-Scale Amortized Text-to-Enhanced3D Synthesis Kevin Xie, Tianshi Cao, Jonathan P Lorraine, Jun Gao, James R Lucas, Antonio Torralba, Sanja Fidler, Xiaohui Zeng

ECCV 2024 NeRF-XL: NeRF at Any Scale with Multi-GPU Ruilong Li, Sanja Fidler, Angjoo Kanazawa, Francis Williams

CVPR 2024 Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata Dongsu Zhang, Francis Williams, Zan Gojcic, Karsten Kreis, Sanja Fidler, Young Min Kim, Amlan Kar

ECCV 2024 Photorealistic Object Insertion with Diffusion-Guided Inverse Rendering Ruofan Liang, Zan Gojcic, Merlin Nimier-David, David Acuna, Nandita Vijaykumar, Sanja Fidler, Zian Wang

NeurIPS 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

ICLR 2024 Trajeglish: Traffic Modeling as Next-Token Prediction Jonah Philion, Xue Bin Peng, Sanja Fidler

ICLR 2024 Transferring Labels to Solve Annotation Mismatches Across Object Detection Datasets Yuan-Hong Liao, David Acuna, Rafid Mahmood, James Lucas, Viraj Uday Prabhu, Sanja Fidler

ICLR 2024 WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space Katja Schwarz, Seung Wook Kim, Jun Gao, Sanja Fidler, Andreas Geiger, Karsten Kreis

NeurIPSW 2024 Wolf: Captioning Everything with a World Summarization Framework Boyi Li, Ligeng Zhu, Ran Tian, Shuhan Tan, Yuxiao Chen, Yao Lu, Yin Cui, Sushant Veer, Max Ehrlich, Jonah Philion, Xinshuo Weng, Fuzhao Xue, Andrew Tao, Ming-Yu Liu, Sanja Fidler, Boris Ivanovic, Trevor Darrell, Jitendra Malik, Song Han, Marco Pavone

CVPR 2024 XCube: Large-Scale 3D Generative Modeling Using Sparse Voxel Hierarchies Xuanchi Ren, Jiahui Huang, Xiaohui Zeng, Ken Museth, Sanja Fidler, Francis Williams

ICCV 2023 ATT3D: Amortized Text-to-3D Object Synthesis Jonathan Lorraine, Kevin Xie, Xiaohui Zeng, Chen-Hsuan Lin, Towaki Takikawa, Nicholas Sharp, Tsung-Yi Lin, Ming-Yu Liu, Sanja Fidler, James Lucas

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

TMLR 2023 Bridging the Sim2Real Gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting Viraj Uday Prabhu, David Acuna, Rafid Mahmood, Marc T. Law, Yuan-Hong Liao, Judy Hoffman, Sanja Fidler, James Lucas

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

ICCV 2023 End-to-End 3D Tracking with Decoupled Queries Yanwei Li, Zhiding Yu, Jonah Philion, Anima Anandkumar, Sanja Fidler, Jiaya Jia, Jose Alvarez

ICCV 2023 Learning Human Dynamics in Autonomous Driving Scenarios Jingbo Wang, Ye Yuan, Zhengyi Luo, Kevin Xie, Dahua Lin, Umar Iqbal, Sanja Fidler, Sameh Khamis

CVPR 2023 Magic3D: High-Resolution Text-to-3D Content Creation Chen-Hsuan Lin, Jun Gao, Luming Tang, Towaki Takikawa, Xiaohui Zeng, Xun Huang, Karsten Kreis, Sanja Fidler, Ming-Yu Liu, Tsung-Yi Lin

CVPR 2023 Neural Fields Meet Explicit Geometric Representations for Inverse Rendering of Urban Scenes Zian Wang, Tianchang Shen, Jun Gao, Shengyu Huang, Jacob Munkberg, Jon Hasselgren, Zan Gojcic, Wenzheng Chen, Sanja Fidler

CVPR 2023 Neural Kernel Surface Reconstruction Jiahui Huang, Zan Gojcic, Matan Atzmon, Or Litany, Sanja Fidler, Francis Williams

ICCV 2023 Neural LiDAR Fields for Novel View Synthesis Shengyu Huang, Zan Gojcic, Zian Wang, Francis Williams, Yoni Kasten, Sanja Fidler, Konrad Schindler, Or Litany

CVPR 2023 NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models Seung Wook Kim, Bradley Brown, Kangxue Yin, Karsten Kreis, Katja Schwarz, Daiqing Li, Robin Rombach, Antonio Torralba, Sanja Fidler

ICCV 2023 TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models Tianshi Cao, Karsten Kreis, Sanja Fidler, Nicholas Sharp, Kangxue Yin

ICCV 2023 Towards Viewpoint Robustness in Bird's Eye View Segmentation Tzofi Klinghoffer, Jonah Philion, Wenzheng Chen, Or Litany, Zan Gojcic, Jungseock Joo, Ramesh Raskar, Sanja Fidler, Jose M. Alvarez

CVPR 2023 Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion Davis Rempe, Zhengyi Luo, Xue Bin Peng, Ye Yuan, Kris Kitani, Karsten Kreis, Sanja Fidler, Or Litany

CVPR 2023 VoxFormer: Sparse Voxel Transformer for Camera-Based 3D Semantic Scene Completion Yiming Li, Zhiding Yu, Christopher Choy, Chaowei Xiao, Jose M. Alvarez, Sanja Fidler, Chen Feng, Anima Anandkumar

CVPR 2022 AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis Zhiqin Chen, Kangxue Yin, Sanja Fidler

CVPR 2022 BigDatasetGAN: Synthesizing ImageNet with Pixel-Wise Annotations Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Sanja Fidler, Antonio Torralba

ICLR 2022 Domain Adversarial Training: A Game Perspective David Acuna, Marc T Law, Guojun Zhang, Sanja Fidler

NeurIPS 2022 EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations Ahmad Darkhalil, Dandan Shan, Bin Zhu, Jian Ma, Amlan Kar, Richard Higgins, Sanja Fidler, David Fouhey, Dima Damen

CVPR 2022 Extracting Triangular 3D Models, Materials, and Lighting from Images Jacob Munkberg, Jon Hasselgren, Tianchang Shen, Jun Gao, Wenzheng Chen, Alex Evans, Thomas Müller, Sanja Fidler

CVPR 2022 Frame Averaging for Equivariant Shape Space Learning Matan Atzmon, Koki Nagano, Sanja Fidler, Sameh Khamis, Yaron Lipman

NeurIPS 2022 GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images Jun Gao, Tianchang Shen, Zian Wang, Wenzheng Chen, Kangxue Yin, Daiqing Li, Or Litany, Zan Gojcic, Sanja Fidler

CVPR 2022 Generating Useful Accident-Prone Driving Scenarios via a Learned Traffic Prior Davis Rempe, Jonah Philion, Leonidas J. Guibas, Sanja Fidler, Or Litany

NeurIPSW 2022 How Many Trained Neural Networks Are Needed for Influence Estimation in Modern Deep Learning? Sasha Doubov, Tianshi Cao, David Acuna, Sanja Fidler

CVPR 2022 How Much More Data Do I Need? Estimating Requirements for Downstream Tasks Rafid Mahmood, James Lucas, David Acuna, Daiqing Li, Jonah Philion, Jose M. Alvarez, Zhiding Yu, Sanja Fidler, Marc T. Law

NeurIPS 2022 LION: Latent Point Diffusion Models for 3D Shape Generation Xiaohui Zeng, Arash Vahdat, Francis Williams, Zan Gojcic, Or Litany, Sanja Fidler, Karsten Kreis

ICLR 2022 Low-Budget Active Learning via Wasserstein Distance: An Integer Programming Approach Rafid Mahmood, Sanja Fidler, Marc T Law

ECCV 2022 MvDeCor: Multi-View Dense Correspondence Learning for Fine-Grained 3D Segmentation Gopal Sharma, Kangxue Yin, Subhransu Maji, Evangelos Kalogerakis, Or Litany, Sanja Fidler

CVPR 2022 Neural Fields as Learnable Kernels for 3D Reconstruction Francis Williams, Zan Gojcic, Sameh Khamis, Denis Zorin, Joan Bruna, Sanja Fidler, Or Litany

ECCV 2022 Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion Zian Wang, Wenzheng Chen, David Acuna, Jan Kautz, Sanja Fidler

NeurIPS 2022 Optimizing Data Collection for Machine Learning Rafid Mahmood, James Lucas, Jose M. Alvarez, Sanja Fidler, Marc Law

CVPR 2022 Polymorphic-GAN: Generating Aligned Samples Across Multiple Domains with Learned Morph Maps Seung Wook Kim, Karsten Kreis, Daiqing Li, Antonio Torralba, Sanja Fidler

ICCV 2021 3DStyleNet: Creating 3D Shapes with Geometric and Texture Style Variations Kangxue Yin, Jun Gao, Maria Shugrina, Sameh Khamis, Sanja Fidler

NeurIPS 2021 ATISS: Autoregressive Transformers for Indoor Scene Synthesis Despoina Paschalidou, Amlan Kar, Maria Shugrina, Karsten Kreis, Andreas Geiger, Sanja Fidler

ICCVW 2021 Causal BERT: Improving Object Detection by Searching for Challenging Groups Cinjon Resnick, Or Litany, Amlan Kar, Karsten Kreis, James Lucas, Kyunghyun Cho, Sanja Fidler

NeurIPS 2021 DIB-R++: Learning to Predict Lighting and Material with a Hybrid Differentiable Renderer Wenzheng Chen, Joey Litalien, Jun Gao, Zian Wang, Clement Fuji Tsang, Sameh Khamis, Or Litany, Sanja Fidler

CVPR 2021 DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Yuxuan Zhang, Huan Ling, Jun Gao, Kangxue Yin, Jean-Francois Lafleche, Adela Barriuso, Antonio Torralba, Sanja Fidler

NeurIPS 2021 Deep Marching Tetrahedra: A Hybrid Representation for High-Resolution 3D Shape Synthesis Tianchang Shen, Jun Gao, Kangxue Yin, Ming-Yu Liu, Sanja Fidler

NeurIPS 2021 Don’t Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence Tianshi Cao, Alex Bie, Arash Vahdat, Sanja Fidler, Karsten Kreis

CVPR 2021 DriveGAN: Towards a Controllable High-Quality Neural Simulation Seung Wook Kim, Jonah Philion, Antonio Torralba, Sanja Fidler

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

ICLR 2021 Emergent Road Rules in Multi-Agent Driving Environments Avik Pal, Jonah Philion, Yuan-Hong Liao, Sanja Fidler

ICML 2021 F-Domain Adversarial Learning: Theory and Algorithms David Acuna, Guojun Zhang, Marc T. Law, Sanja Fidler

ICLR 2021 Image GANs Meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering Yuxuan Zhang, Wenzheng Chen, Huan Ling, Jun Gao, Yinan Zhang, Antonio Torralba, Sanja Fidler

ICML 2021 Image-Level or Object-Level? a Tale of Two Resampling Strategies for Long-Tailed Detection Nadine Chang, Zhiding Yu, Yu-Xiong Wang, Animashree Anandkumar, Sanja Fidler, Jose M Alvarez

ICCV 2021 Learning Indoor Inverse Rendering with 3D Spatially-Varying Lighting Zian Wang, Jonah Philion, Sanja Fidler, Jan Kautz

UAI 2021 NP-DRAW: A Non-Parametric Structured Latent Variable Model for Image Generation Xiaohui Zeng, Raquel Urtasun, Richard Zemel, Sanja Fidler, Renjie Liao

CVPR 2021 Neural Geometric Level of Detail: Real-Time Rendering with Implicit 3D Shapes Towaki Takikawa, Joey Litalien, Kangxue Yin, Karsten Kreis, Charles Loop, Derek Nowrouzezahrai, Alec Jacobson, Morgan McGuire, Sanja Fidler

CVPR 2021 Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks Despoina Paschalidou, Angelos Katharopoulos, Andreas Geiger, Sanja Fidler

ICLR 2021 Personalized Federated Learning with First Order Model Optimization Michael Zhang, Karan Sapra, Sanja Fidler, Serena Yeung, Jose M. Alvarez

ICCV 2021 Physics-Based Human Motion Estimation and Synthesis from Videos Kevin Xie, Tingwu Wang, Umar Iqbal, Yunrong Guo, Sanja Fidler, Florian Shkurti

NeurIPS 2021 Scalable Neural Data Server: A Data Recommender for Transfer Learning Tianshi Cao, Sasha Doubov, David Acuna, Sanja Fidler

CVPR 2021 Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler

CVPR 2021 Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets Yuan-Hong Liao, Amlan Kar, Sanja Fidler

NeurIPS 2021 Towards Optimal Strategies for Training Self-Driving Perception Models in Simulation David Acuna, Jonah Philion, Sanja Fidler

ICLR 2021 Watch-and-Help: A Challenge for Social Perception and Human-AI Collaboration Xavier Puig, Tianmin Shu, Shuang Li, Zilin Wang, Yuan-Hong Liao, Joshua B. Tenenbaum, Sanja Fidler, Antonio Torralba

ICLR 2021 gradSim: Differentiable Simulation for System Identification and Visuomotor Control J. Krishna Murthy, Miles Macklin, Florian Golemo, Vikram Voleti, Linda Petrini, Martin Weiss, Breandan Considine, Jérôme Parent-Lévesque, Kevin Xie, Kenny Erleben, Liam Paull, Florian Shkurti, Derek Nowrouzezahrai, Sanja Fidler

ICLR 2020 A Theoretical Analysis of the Number of Shots in Few-Shot Learning Tianshi Cao, Marc Law, Sanja Fidler

CVPR 2020 Auto-Tuning Structured Light by Optical Stochastic Gradient Descent Wenzheng Chen, Parsa Mirdehghan, Sanja Fidler, Kiriakos N. Kutulakos

ECCV 2020 Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid Jun Gao, Zian Wang, Jinchen Xuan, Sanja Fidler

ICLR 2020 Efficient and Information-Preserving Future Frame Prediction and Beyond Wei Yu, Yichao Lu, Steve Easterbrook, Sanja Fidler

ECCV 2020 Expressive Telepresence via Modular Codec Avatars Hang Chu, Shugao Ma, Fernando De la Torre, Sanja Fidler, Yaser Sheikh

ECCVW 2020 Implementing Planning KL-Divergence Jonah Philion, Amlan Kar, Sanja Fidler

ECCV 2020 Interactive Annotation of 3D Object Geometry Using 2D Scribbles Tianchang Shen, Jun Gao, Amlan Kar, Sanja Fidler

NeurIPS 2020 Learning Deformable Tetrahedral Meshes for 3D Reconstruction Jun Gao, Wenzheng Chen, Tommy Xiang, Alec Jacobson, Morgan McGuire, Sanja Fidler

CVPR 2020 Learning to Evaluate Perception Models Using Planner-Centric Metrics Jonah Philion, Amlan Kar, Sanja Fidler

CVPR 2020 Learning to Simulate Dynamic Environments with GameGAN Seung Wook Kim, Yuhao Zhou, Jonah Philion, Antonio Torralba, Sanja Fidler

ECCV 2020 Lift, Splat, Shoot: Encoding Images from Arbitrary Camera Rigs by Implicitly Unprojecting to 3D Jonah Philion, Sanja Fidler

ECCV 2020 Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation Jeevan Devaranjan, Amlan Kar, Sanja Fidler

CVPR 2020 Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data Xi Yan, David Acuna, Sanja Fidler

ECCV 2020 ScribbleBox: Interactive Annotation Framework for Video Object Segmentation Bowen Chen, Huan Ling, Xiaohui Zeng, Jun Gao, Ziyue Xu, Sanja Fidler

NeurIPS 2020 Variational Amodal Object Completion Huan Ling, David Acuna, Karsten Kreis, Seung Wook Kim, Sanja Fidler

CVPR 2019 Action Recognition from Single Timestamp Supervision in Untrimmed Videos Davide Moltisanti, Sanja Fidler, Dima Damen

CVPR 2019 Creative Flow+ Dataset Maria Shugrina, Ziheng Liang, Amlan Kar, Jiaman Li, Angad Singh, Karan Singh, Sanja Fidler

CVPR 2019 DARNet: Deep Active Ray Network for Building Segmentation Dominic Cheng, Renjie Liao, Sanja Fidler, Raquel Urtasun

ICCV 2019 DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation Xiaohui Zeng, Renjie Liao, Li Gu, Yuwen Xiong, Sanja Fidler, Raquel Urtasun

CVPR 2019 Devil Is in the Edges: Learning Semantic Boundaries from Noisy Annotations David Acuna, Amlan Kar, Sanja Fidler

ICML 2019 EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis Chaoqi Wang, Roger Grosse, Sanja Fidler, Guodong Zhang

CVPR 2019 Fast Interactive Object Annotation with Curve-GCN Huan Ling, Jun Gao, Amlan Kar, Wenzheng Chen, Sanja Fidler

ICCV 2019 Gated-SCNN: Gated Shape CNNs for Semantic Segmentation Towaki Takikawa, David Acuna, Varun Jampani, Sanja Fidler

ICCV 2019 Learning to Caption Images Through a Lifetime by Asking Questions Tingke Shen, Amlan Kar, Sanja Fidler

NeurIPS 2019 Learning to Predict 3D Objects with an Interpolation-Based Differentiable Renderer Wenzheng Chen, Huan Ling, Jun Gao, Edward Smith, Jaakko Lehtinen, Alec Jacobson, Sanja Fidler

ICCV 2019 Meta-Sim: Learning to Generate Synthetic Datasets Amlan Kar, Aayush Prakash, Ming-Yu Liu, Eric Cameracci, Justin Yuan, Matt Rusiniak, David Acuna, Antonio Torralba, Sanja Fidler

ICLR 2019 Neural Graph Evolution: Towards Efficient Automatic Robot Design Tingwu Wang, Yuhao Zhou, Sanja Fidler, Jimmy Ba

ICCV 2019 Neural Turtle Graphics for Modeling City Road Layouts Hang Chu, Daiqing Li, David Acuna, Amlan Kar, Maria Shugrina, Xinkai Wei, Ming-Yu Liu, Antonio Torralba, 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 Synthesizing Environment-Aware Activities via Activity Sketches Yuan-Hong Liao, Xavier Puig, Marko Boben, Antonio Torralba, Sanja Fidler

ICCV 2019 Video Face Clustering with Unknown Number of Clusters Makarand Tapaswi, Marc T. Law, Sanja Fidler

ICLR 2019 Visual Reasoning by Progressive Module Networks Seung Wook Kim, Makarand Tapaswi, Sanja Fidler

CVPR 2018 A Face-to-Face Neural Conversation Model Hang Chu, Daiqing Li, Sanja Fidler

NeurIPS 2018 A Neural Compositional Paradigm for Image Captioning Bo Dai, Sanja Fidler, Dahua Lin

CVPR 2018 Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ David Acuna, Huan Ling, Amlan Kar, Sanja Fidler

CVPR 2018 Learning to Act Properly: Predicting and Explaining Affordances from Images Ching-Yao Chuang, Jiaman Li, Antonio Torralba, Sanja Fidler

CVPR 2018 MovieGraphs: Towards Understanding Human-Centric Situations from Videos Paul Vicol, Makarand Tapaswi, Lluís Castrejón, Sanja Fidler

ICLR 2018 NerveNet: Learning Structured Policy with Graph Neural Networks Tingwu Wang, Renjie Liao, Jimmy Ba, Sanja Fidler

CVPR 2018 Now You Shake Me: Towards Automatic 4D Cinema Yuhao Zhou, Makarand Tapaswi, Sanja Fidler

ECCV 2018 Scaling Egocentric Vision: The EPIC-KITCHENS Dataset Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

CVPR 2018 SurfConv: Bridging 3D and 2D Convolution for RGBD Images Hang Chu, Wei-Chiu Ma, Kaustav Kundu, Raquel Urtasun, Sanja Fidler

CVPR 2018 VirtualHome: Simulating Household Activities via Programs Xavier Puig, Kevin Ra, Marko Boben, Jiaman Li, Tingwu Wang, Sanja Fidler, Antonio Torralba

ICCV 2017 3D Graph Neural Networks for RGBD Semantic Segmentation Xiaojuan Qi, Renjie Liao, Jiaya Jia, Sanja Fidler, Raquel Urtasun

CVPR 2017 Annotating Object Instances with a Polygon-RNN Lluis Castrejon, Kaustav Kundu, Raquel Urtasun, Sanja Fidler

ICCV 2017 Be Your Own Prada: Fashion Synthesis with Structural Coherence Shizhan Zhu, Raquel Urtasun, Sanja Fidler, Dahua Lin, Chen Change Loy

ICCV 2017 Open Vocabulary Scene Parsing Hang Zhao, Xavier Puig, Bolei Zhou, Sanja Fidler, Antonio Torralba

ICCV 2017 SGN: Sequential Grouping Networks for Instance Segmentation Shu Liu, Jiaya Jia, Sanja Fidler, Raquel Urtasun

CVPR 2017 Scene Parsing Through ADE20K Dataset Bolei Zhou, Hang Zhao, Xavier Puig, Sanja Fidler, Adela Barriuso, Antonio Torralba

ICCV 2017 Situation Recognition with Graph Neural Networks Ruiyu Li, Makarand Tapaswi, Renjie Liao, Jiaya Jia, Raquel Urtasun, Sanja Fidler

ICLR 2017 Song from PI: A Musically Plausible Network for Pop Music Generation Hang Chu, Raquel Urtasun, Sanja Fidler

CVPR 2017 Sports Field Localization via Deep Structured Models Namdar Homayounfar, Sanja Fidler, Raquel Urtasun

NeurIPS 2017 Teaching Machines to Describe Images with Natural Language Feedback Huan Ling, Sanja Fidler

ICCV 2017 TorontoCity: Seeing the World with a Million Eyes Shenlong Wang, Min Bai, Gellert Mattyus, Hang Chu, Wenjie Luo, Bin Yang, Justin Liang, Joel Cheverie, Sanja Fidler, Raquel Urtasun

ICCV 2017 Towards Diverse and Natural Image Descriptions via a Conditional GAN Bo Dai, Sanja Fidler, Raquel Urtasun, Dahua Lin

CVPR 2016 HD Maps: Fine-Grained Road Segmentation by Parsing Ground and Aerial Images Gellert Mattyus, Shenlong Wang, Sanja Fidler, Raquel Urtasun

ECCV 2016 HouseCraft: Building Houses from Rental Ads and Street Views Hang Chu, Shenlong Wang, Raquel Urtasun, Sanja Fidler

CVPR 2016 Instance-Level Segmentation for Autonomous Driving with Deep Densely Connected MRFs Ziyu Zhang, Sanja Fidler, Raquel Urtasun

CVPR 2016 Monocular 3D Object Detection for Autonomous Driving Xiaozhi Chen, Kaustav Kundu, Ziyu Zhang, Huimin Ma, Sanja Fidler, Raquel Urtasun

CVPR 2016 MovieQA: Understanding Stories in Movies Through Question-Answering Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen, Antonio Torralba, Raquel Urtasun, Sanja Fidler

ICLR 2016 Order-Embeddings of Images and Language Ivan Vendrov, Ryan Kiros, Sanja Fidler, Raquel Urtasun

NeurIPS 2016 Proximal Deep Structured Models Shenlong Wang, Sanja Fidler, Raquel Urtasun

NeurIPS 2015 3D Object Proposals for Accurate Object Class Detection Xiaozhi Chen, Kaustav Kundu, Yukun Zhu, Andrew G Berneshawi, Huimin Ma, Sanja Fidler, Raquel Urtasun

ICCV 2015 Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu, Ryan Kiros, Rich Zemel, Ruslan Salakhutdinov, Raquel Urtasun, Antonio Torralba, Sanja Fidler

ICCV 2015 Enhancing Road Maps by Parsing Aerial Images Around the World Gellert Mattyus, Shenlong Wang, Sanja Fidler, Raquel Urtasun

CVPR 2015 Holistic 3D Scene Understanding from a Single Geo-Tagged Image Shenlong Wang, Sanja Fidler, Raquel Urtasun

ICCV 2015 Learning to Combine Mid-Level Cues for Object Proposal Generation Tom Lee, Sanja Fidler, Sven Dickinson

ICCV 2015 Lost Shopping! Monocular Localization in Large Indoor Spaces Shenlong Wang, Sanja Fidler, Raquel Urtasun

ICCV 2015 Monocular Object Instance Segmentation and Depth Ordering with CNNs Ziyu Zhang, Alexander G. Schwing, Sanja Fidler, Raquel Urtasun

CVPR 2015 Neuroaesthetics in Fashion: Modeling the Perception of Fashionability Edgar Simo-Serra, Sanja Fidler, Francesc Moreno-Noguer, Raquel Urtasun

ICCV 2015 Predicting Deep Zero-Shot Convolutional Neural Networks Using Textual Descriptions Jimmy Lei Ba, Kevin Swersky, Sanja Fidler, Ruslan Salakhutdinov

CVPR 2015 Real-Time Coarse-to-Fine Topologically Preserving Segmentation Jian Yao, Marko Boben, Sanja Fidler, Raquel Urtasun

CVPR 2015 Rent3D: Floor-Plan Priors for Monocular Layout Estimation Chenxi Liu, Alexander G. Schwing, Kaustav Kundu, Raquel Urtasun, Sanja Fidler

NeurIPS 2015 Skip-Thought Vectors Ryan Kiros, Yukun Zhu, Ruslan Salakhutdinov, Richard Zemel, Raquel Urtasun, Antonio Torralba, Sanja Fidler

CVPR 2015 segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection Yukun Zhu, Raquel Urtasun, Ruslan Salakhutdinov, Sanja Fidler

CVPR 2014 Beat the MTurkers: Automatic Image Labeling from Weak 3D Supervision Liang-Chieh Chen, Sanja Fidler, Alan L. Yuille, Raquel Urtasun

CVPR 2014 Detect What You Can: Detecting and Representing Objects Using Holistic Models and Body Parts Xianjie Chen, Roozbeh Mottaghi, Xiaobai Liu, Sanja Fidler, Raquel Urtasun, Alan Yuille

CVPR 2014 The Role of Context for Object Detection and Semantic Segmentation in the Wild Roozbeh Mottaghi, Xianjie Chen, Xiaobai Liu, Nam-Gyu Cho, Seong-Whan Lee, Sanja Fidler, Raquel Urtasun, Alan Yuille

CVPR 2014 Visual Semantic Search: Retrieving Videos via Complex Textual Queries Dahua Lin, Sanja Fidler, Chen Kong, Raquel Urtasun

CVPR 2014 What Are You Talking About? Text-to-Image Coreference Chen Kong, Dahua Lin, Mohit Bansal, Raquel Urtasun, Sanja Fidler

CVPR 2013 A Sentence Is Worth a Thousand Pixels Sanja Fidler, Abhishek Sharma, Raquel Urtasun

CVPR 2013 Analyzing Semantic Segmentation Using Hybrid Human-Machine CRFs Roozbeh Mottaghi, Sanja Fidler, Jian Yao, Raquel Urtasun, Devi Parikh

CVPR 2013 Bottom-up Segmentation for Top-Down Detection Sanja Fidler, Roozbeh Mottaghi, Alan Yuille, Raquel Urtasun

ICCV 2013 Box in the Box: Joint 3D Layout and Object Reasoning from Single Images Alexander G. Schwing, Sanja Fidler, Marc Pollefeys, Raquel Urtasun

ICCV 2013 Detecting Curved Symmetric Parts Using a Deformable Disc Model Tom Sie Ho Lee, Sanja Fidler, Sven Dickinson

ICCV 2013 Holistic Scene Understanding for 3D Object Detection with RGBD Cameras Dahua Lin, Sanja Fidler, Raquel Urtasun

NeurIPS 2012 3D Object Detection and Viewpoint Estimation with a Deformable 3D Cuboid Model Sanja Fidler, Sven Dickinson, Raquel Urtasun

CVPR 2012 Describing the Scene as a Whole: Joint Object Detection, Scene Classification and Semantic Segmentation Jian Yao, Sanja Fidler, Raquel Urtasun

CVPR 2012 Superedge Grouping for Object Localization by Combining Appearance and Shape Information Zhiqi Zhang, Sanja Fidler, Jarrell W. Waggoner, Yu Cao, Sven J. Dickinson, Jeffrey Mark Siskind, Song Wang

UAI 2012 Video in Sentences Out Andrei Barbu, Alexander Bridge, Zachary Burchill, Dan Coroian, Sven J. Dickinson, Sanja Fidler, Aaron Michaux, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell W. Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang

CVPR 2011 A Probabilistic Model for Recursive Factorized Image Features Sergey Karayev, Mario Fritz, Sanja Fidler, Trevor Darrell

ECCV 2010 A Coarse-to-Fine Taxonomy of Constellations for Fast Multi-Class Object Detection Sanja Fidler, Marko Boben, Ales Leonardis

CVPRW 2009 A Bottom-up and Top-Down Optimization Framework for Learning a Compositional Hierarchy of Object Classes Sanja Fidler, Marko Boben, Ales Leonardis

NeurIPS 2009 Evaluating Multi-Class Learning Strategies in a Generative Hierarchical Framework for Object Detection Sanja Fidler, Marko Boben, Ales Leonardis

CVPR 2008 Similarity-Based Cross-Layered Hierarchical Representation for Object Categorization Sanja Fidler, Marko Boben, Ales Leonardis

CVPR 2007 Towards Scalable Representations of Object Categories: Learning a Hierarchy of Parts Sanja Fidler, Ales Leonardis

CVPR 2006 Hierarchical Statistical Learning of Generic Parts of Object Structure Sanja Fidler, Gregor Berginc, Ales Leonardis

CVPRW 2003 Robust LDA Classification by Subsampling Sanja Fidler, Ales Leonardis