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Jos M. lvarez

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

76

Venues

17

Active years

2007–2026

Best venue rank

A*

Where they publish

Papers

76 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIDriveSuprim: Towards Precise Trajectory Selection for End-to-End Planning.Wenhao Yao, Zhenxin Li, Shiyi Lan, Zi Wang, Xinglong Sun, Jos M. lvarez, Zuxuan Wu
2026WACVGHOST: Getting to the Bottom of Hallucinations with A Multi-round Consistency Benchmark.Vibashan VS, Nadine Chang, Jenny Schmalfuss, Vishal M. Patel, Zhiding Yu, Jos M. lvarez
2025AIESToward A Causal Framework for Modeling Perception.Jos M. lvarez, Salvatore Ruggieri
2025AISTATSA Causal Framework for Evaluating Deferring Systems.Filippo Palomba, Andrea Pugnana, Jos M. lvarez, Salvatore Ruggieri
2025CVPRJoint Optimization of Neural Radiance Fields and Continuous Camera Motion from a Monocular Video.Hoang Chuong Nguyen, Wei Mao, Jos M. lvarez, Miaomiao Liu
2025CVPRPARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models.Jenny Schmalfuss, Nadine Chang, Vibashan VS, Maying Shen, Andrs Bruhn, Jos M. lvarez
2025CVPRMDP: Multidimensional Vision Model Pruning with Latency Constraint.Xinglong Sun, Barath Lakshmanan, Maying Shen, Shiyi Lan, Jingde Chen, Jos M. lvarez
2025CVPROmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning.Shihao Wang, Zhiding Yu, Xiaohui Jiang, Shiyi Lan, Min Shi, Nadine Chang, Jan Kautz, Ying Li, Jos M. lvarez
2025ICCVHydra-NeXt: Robust Closed-Loop Driving with Open-Loop Training.Zhenxin Li, Shihao Wang, Shiyi Lan, Zhiding Yu, Zuxuan Wu, Jos M. lvarez
2025IROSEnhancing Autonomous Driving Safety with Collision Scenario Integration.Zi Wang, Shiyi Lan, Xinglong Sun, Nadine Chang, Zhenxin Li, Zhiding Yu, Jos M. lvarez
2025KDDSSE: Multimodal Semantic Data Selection and Enrichment for Industrial-scale Data Assimilation.Maying Shen, Nadine Chang, Sifei Liu, Jos M. lvarez
2025WACVAdvancing Weight and Channel Sparsification with Enhanced Saliency.Xinglong Sun, Maying Shen, Hongxu Yin, Lei Mao, Pavlo Molchanov, Jos M. lvarez
2025WSDMThe Initial Screening Order Problem.Jos M. lvarez, Antonio Mastropietro, Salvatore Ruggieri
2024CVPRWhat is Point Supervision Worth in Video Instance Segmentation?Shuaiyi Huang, De-An Huang, Zhiding Yu, Shiyi Lan, Subhashree Radhakrishnan, Jos M. lvarez, Abhinav Shrivastava, Anima Anandkumar
2024CVPRBEVNeXt: Reviving Dense BEV Frameworks for 3D Object Detection.Zhenxin Li, Shiyi Lan, Jos M. lvarez, Zuxuan Wu
2024CVPRIs Ego Status All You Need for Open-Loop End-to-End Autonomous Driving?Zhiqi Li, Zhiding Yu, Shiyi Lan, Jiahan Li, Jan Kautz, Tong Lu, Jos M. lvarez
2024CVPRMining Supervision for Dynamic Regions in Self-Supervised Monocular Depth Estimation.Hoang Chuong Nguyen, Tianyu Wang, Jos M. lvarez, Miaomiao Liu
2024CVPRImproving Distant 3D Object Detection Using 2D Box Supervision.Zetong Yang, Zhiding Yu, Christopher B. Choy, Renhao Wang, Anima Anandkumar, Jos M. lvarez
2024ECCVSegIC: Unleashing the Emergent Correspondence for In-Context Segmentation.Lingchen Meng, Shiyi Lan, Hengduo Li, Jos M. lvarez, Zuxuan Wu, Yu-Gang Jiang
2024ICLRAdaptive Sharpness-Aware Pruning for Robust Sparse Networks.Anna Bair, Hongxu Yin, Maying Shen, Pavlo Molchanov, Jos M. lvarez
2024ICLRFasterViT: Fast Vision Transformers with Hierarchical Attention.Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, Jos M. lvarez, Jan Kautz, Pavlo Molchanov
2023AAAICan We Trust Fair-AI?Salvatore Ruggieri, Jos M. lvarez, Andrea Pugnana, Laura State, Franco Turini
2023AIESFairness Implications of Encoding Protected Categorical Attributes.Carlos Mougan, Jos M. lvarez, Salvatore Ruggieri, Steffen Staab
2023CVPRKnowledge Distillation for 6D Pose Estimation by Aligning Distributions of Local Predictions.Shuxuan Guo, Yinlin Hu, Jos M. lvarez, Mathieu Salzmann
2023CVPRVision Transformers are Good Mask Auto-Labelers.Shiyi Lan, Xitong Yang, Zhiding Yu, Zuxuan Wu, Jos M. lvarez, Anima Anandkumar
2023CVPRVoxFormer: Sparse Voxel Transformer for Camera-Based 3D Semantic Scene Completion.Yiming Li, Zhiding Yu, Christopher B. Choy, Chaowei Xiao, Jos M. lvarez, Sanja Fidler, Chen Feng, Anima Anandkumar
2023ICCVFocalFormer3D : Focusing on Hard Instance for 3D Object Detection.Yilun Chen, Zhiding Yu, Yukang Chen, Shiyi Lan, Anima Anandkumar, Jiaya Jia, Jos M. lvarez
2023ICCVTowards Viewpoint Robustness in Bird's Eye View Segmentation.Tzofi Klinghoffer, Jonah Philion, Wenzheng Chen, Or Litany, Zan Gojcic, Jungseock Joo, Ramesh Raskar, Sanja Fidler, Jos M. lvarez
2023ICCVFB-BEV: BEV Representation from Forward-Backward View Transformations.Zhiqi Li, Zhiding Yu, Wenhai Wang, Anima Anandkumar, Tong Lu, Jos M. lvarez
2023ICCVParametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's-Eye View.Jiayu Yang, Enze Xie, Miaomiao Liu, Jos M. lvarez
2023ICCVFully Attentional Networks with Self-emerging Token Labeling.Bingyin Zhao, Zhiding Yu, Shiyi Lan, Yutao Cheng, Anima Anandkumar, Yingjie Lao, Jos M. lvarez
2022BMVCPrivacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks.Xin Dong, Hongxu Yin, Jos M. lvarez, Jan Kautz, Pavlo Molchanov, H. T. Kung
2022CVPRNot All Labels Are Equal: Rationalizing The Labeling Costs for Training Object Detection.Ismail Elezi, Zhiding Yu, Anima Anandkumar, Laura Leal-Taix, Jos M. lvarez
2022CVPRPanoptic SegFormer: Delving Deeper into Panoptic Segmentation with Transformers.Zhiqi Li, Wenhai Wang, Enze Xie, Zhiding Yu, Anima Anandkumar, Jos M. lvarez, Ping Luo, Tong Lu
2022CVPRHow Much More Data Do I Need? Estimating Requirements for Downstream Tasks.Rafid Mahmood, James Lucas, David Acuna, Daiqing Li, Jonah Philion, Jos M. lvarez, Zhiding Yu, Sanja Fidler, Marc T. Law
2022CVPRWhen to Prune? A Policy towards Early Structural Pruning.Maying Shen, Pavlo Molchanov, Hongxu Yin, Jos M. lvarez
2022CVPRFreeSOLO: Learning to Segment Objects without Annotations.Xinlong Wang, Zhiding Yu, Shalini De Mello, Jan Kautz, Anima Anandkumar, Chunhua Shen, Jos M. lvarez
2022CVPRNon-parametric Depth Distribution Modelling based Depth Inference for Multi-view Stereo.Jiayu Yang, Jos M. lvarez, Miaomiao Liu
2022CVPRA-ViT: Adaptive Tokens for Efficient Vision Transformer.Hongxu Yin, Arash Vahdat, Jos M. lvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov
2022ECCVAugmenting Legacy Networks for Flexible Inference.Jason Clemons, Iuri Frosio, Maying Shen, Jos M. lvarez, Stephen W. Keckler
2022ECCVSoft Masking for Cost-Constrained Channel Pruning.Ryan Humble, Maying Shen, Jorge Albericio Latorre, Eric Darve, Jos M. lvarez
2022ICMLUnderstanding The Robustness in Vision Transformers.Daquan Zhou, Zhiding Yu, Enze Xie, Chaowei Xiao, Animashree Anandkumar, Jiashi Feng, Jos M. lvarez
2021CVPROptimal Quantization Using Scaled Codebook.Yerlan Idelbayev, Pavlo Molchanov, Maying Shen, Hongxu Yin, Miguel . Carreira-Perpin, Jos M. lvarez
2021CVPRSelf-Supervised Learning of Depth Inference for Multi-View Stereo.Jiayu Yang, Jos M. lvarez, Miaomiao Liu
2021CVPRSee Through Gradients: Image Batch Recovery via GradInversion.Hongxu Yin, Arun Mallya, Arash Vahdat, Jos M. lvarez, Jan Kautz, Pavlo Molchanov
2021ICCVActive Learning for Deep Object Detection via Probabilistic Modeling.Jiwoong Choi, Ismail Elezi, Hyuk-Jae Lee, Clment Farabet, Jos M. lvarez
2021ICLRContrastive Syn-to-Real Generalization.Wuyang Chen, Zhiding Yu, Shalini De Mello, Sifei Liu, Jos M. lvarez, Zhangyang Wang, Anima Anandkumar
2021ICLRPersonalized Federated Learning with First Order Model Optimization.Michael Zhang, Karan Sapra, Sanja Fidler, Serena Yeung, Jos M. lvarez
2021ICMLImage-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, Jos M. lvarez
2021WACVData-free Knowledge Distillation for Object Detection.Akshay Chawla, Hongxu Yin, Pavlo Molchanov, Jos M. lvarez
2020CVPRCost Volume Pyramid Based Depth Inference for Multi-View Stereo.Jiayu Yang, Wei Mao, Jos M. lvarez, Miaomiao Liu
2020CVPRDreaming to Distill: Data-Free Knowledge Transfer via DeepInversion.Hongxu Yin, Pavlo Molchanov, Jos M. lvarez, Zhizhong Li, Arun Mallya, Derek Hoiem, Niraj K. Jha, Jan Kautz
2020WACVQuadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions.Kashyap Chitta, Jos M. lvarez, Martial Hebert
2019IROSTwo-View Fusion based Convolutional Neural Network for Urban Road Detection.Shuo Gu, Yigong Zhang, Jian Yang, Jos M. lvarez, Hui Kong
2018ECCVEffective Use of Synthetic Data for Urban Scene Semantic Segmentation.Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Lars Petersson, Jos M. lvarez
2017CVPREMOTIC: Emotions in Context Dataset.Ronak Kosti, Jos M. lvarez, Adri Recasens, gata Lapedriza
2017CVPREmotion Recognition in Context.Ronak Kosti, Jos M. lvarez, Adri Recasens, gata Lapedriza
2017ICCVDomain-Adaptive Deep Network Compression.Marc Masana, Joost van de Weijer, Luis Herranz, Andrew D. Bagdanov, Jos M. lvarez
2017ICCVBringing Background into the Foreground: Making All Classes Equal in Weakly-Supervised Video Semantic Segmentation.Fatemehsadat Saleh, Mohammad Sadegh Ali Akbarian, Mathieu Salzmann, Lars Petersson, Jos M. lvarez
2017MICCAILearning Camera Pose from Optical Colonoscopy Frames Through Deep Convolutional Neural Network (CNN).Mohammad Ali Armin, Nick Barnes, Jos M. lvarez, Hongdong Li, Florian Grimpen, Olivier Salvado
2016ECCVLearning Image Matching by Simply Watching Video.Gucan Long, Laurent Kneip, Jos M. lvarez, Hongdong Li, Xiaohu Zhang, Qifeng Yu
2016ECCVBuilt-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation.Fatemehsadat Saleh, Mohammad Sadegh Ali Akbarian, Mathieu Salzmann, Lars Petersson, Stephen Gould, Jos M. lvarez
2016ICIPLatent structural SVM with marginal probabilities for weakly labeled structured learning.Shahin Rahmatollahi Namin, Jos M. lvarez, Laurent Kneip, Lars Petersson
2016ICPR2D-3D semantic segmentation using cardinality as higher-order loss.Shahin Rahmatollahi Namin, Jos M. lvarez, Lars Petersson
2016WACVEfficient transductive semantic segmentation.Jos M. lvarez, Mathieu Salzmann, Nick Barnes
2014BMVCExpression-Invariant Age Estimation.Fares Alnajar, Zhongyu Lou, Jos M. lvarez, Theo Gevers
2014WACVLarge-scale semantic co-labeling of image sets.Jos M. lvarez, Mathieu Salzmann, Nick Barnes
2014WACVData-driven road detection.Jos M. lvarez, Mathieu Salzmann, Nick Barnes
2012ECCVRoad Scene Segmentation from a Single Image.Jos M. lvarez, Theo Gevers, Yann LeCun, Antonio M. Lpez
2012ECCVSemantic Road Segmentation via Multi-scale Ensembles of Learned Features.Jos M. lvarez, Yann LeCun, Theo Gevers, Antonio M. Lpez
2012ECCVUnderstanding Road Scenes Using Visual Cues and GPS Information.Jos M. lvarez, Felipe Lumbreras, Antonio M. Lpez, Theo Gevers
2010CVPR3D Scene priors for road detection.Jos M. lvarez, Theo Gevers, Antonio M. Lpez
2009CVPRLearning photometric invariance from diversified color model ensembles.Jos M. lvarez, Theo Gevers, Antonio M. Lpez
2009ICIPAutomatic ground-truthing using video registration for on-board detection algorithms.Jos M. lvarez, Ferran Diego, Antonio M. Lpez, Joan Serrat, Daniel Ponsa
2009ICIPVision-based road detection using road models.Jos M. lvarez, Theo Gevers, Antonio M. Lpez
2007IBPRIAShadow Resistant Road Segmentation from a Mobile Monocular System.Jos M. lvarez, Antonio M. Lpez, Ramon Baldrich