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Viewing Publication 1 - 100 from 314

2024

The Right Spin: Learning Object Motion from Rotation-Compensated Flow FieldsPia Bideau, Erik G. Learned-Miller, Cordelia Schmid, Karteek Alahari. ijcv, 132(1):40-55, January 2024. [doi]

CoVR: Learning Composed Video Retrieval from Web Video CaptionsLucas Ventura, Antoine Yang, Cordelia Schmid, Gül Varol. AAAI 2024: 5270-5279 [doi]

2023

Does Visual Pretraining Help End-to-End Reasoning?Chen Sun 0002, Calvin Luo, Xingyi Zhou, Anurag Arnab, Cordelia Schmid. nips 2023: [doi]

Learning Reward Functions for Robotic Manipulation by Observing HumansMinttu Alakuijala, Gabriel Dulac-Arnold, Julien Mairal, Jean Ponce, Cordelia Schmid. icra 2023: 5006-5012 [doi]

Learning Video-Conditioned Policies for Unseen Manipulation TasksElliot Chane-Sane, Cordelia Schmid, Ivan Laptev. icra 2023: 909-916 [doi]

PolarNet: 3D Point Clouds for Language-Guided Robotic ManipulationShizhe Chen, Ricardo Garcia Pinel, Cordelia Schmid, Ivan Laptev. corl 2023: 1761-1781 [doi]

Object Goal Navigation with Recursive Implicit MapsShizhe Chen, Thomas Chabal, Ivan Laptev, Cordelia Schmid. iros 2023: 7089-7096 [doi]

gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object ReconstructionZerui Chen, Shizhe Chen, Cordelia Schmid, Ivan Laptev. cvpr 2023: 12890-12900 [doi]

Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive EvaluationMatthieu Futeral, Cordelia Schmid, Ivan Laptev, Benoît Sagot, Rachel Bawden. acl 2023: 5394-5413 [doi]

Audiovisual Masked AutoencodersMariana-Iuliana Georgescu, Eduardo Fonseca, Radu-Tudor Ionescu, Mario Lucic, Cordelia Schmid, Anurag Arnab. iccv 2023: 16098-16108 [doi]

AVIS: Autonomous Visual Information Seeking with Large Language Model AgentZiniu Hu, Ahmet Iscen, Chen Sun 0002, Kai-Wei Chang, Yizhou Sun, David Ross, Cordelia Schmid, Alireza Fathi. nips 2023: [doi]

Reveal: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge MemoryZiniu Hu, Ahmet Iscen, Chen Sun 0002, Zirui Wang, Kai-Wei Chang, Yizhou Sun, Cordelia Schmid, David A. Ross, Alireza Fathi. cvpr 2023: 23369-23379 [doi]

Improving Image Recognition by Retrieving from Web-Scale Image-Text DataAhmet Iscen, Alireza Fathi, Cordelia Schmid. cvpr 2023: 19295-19304 [doi]

Exposing and Mitigating Spurious Correlations for Cross-Modal RetrievalJae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata. cvpr 2023: 2585-2595 [doi]

Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label ClassificationYoungwook Kim, Jae-Myung Kim, Jieun Jeong, Cordelia Schmid, Zeynep Akata, Jungwoo Lee 0001. cvpr 2023: 3408-3417 [doi]

Enforcing the consensus between Trajectory Optimization and Policy Learning for precise robot controlQuentin Le Lidec, Wilson Jallet, Ivan Laptev, Cordelia Schmid, Justin Carpentier. icra 2023: 946-952 [doi]

WALDO: Future Video Synthesis using Object Layer Decomposition and Parametric Flow PredictionGuillaume Le Moing, Jean Ponce, Cordelia Schmid. iccv 2023: 23172-23184 [doi]

Verbs in Action: Improving verb understanding in video-language modelsLiliane Momeni, Mathilde Caron, Arsha Nagrani, Andrew Zisserman, Cordelia Schmid. iccv 2023: 15533-15545 [doi]

Robust Visual Sim-to-Real Transfer for Robotic ManipulationRicardo Garcia Pinel, Robin Strudel, Shizhe Chen, Etienne Arlaud, Ivan Laptev, Cordelia Schmid. iros 2023: 992-999 [doi]

Waffling around for Performance: Visual Classification with Random Words and Broad ConceptsKarsten Roth, Jae-Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata. iccv 2023: 15700-15711 [doi]

AVFormer: Injecting Vision into Frozen Speech Models for Zero-Shot AV-ASRPaul Hongsuck Seo, Arsha Nagrani, Cordelia Schmid. cvpr 2023: 22922-22931 [doi]

Modular Visual Question Answering via Code GenerationSanjay Subramanian, Medhini Narasimhan, Kushal Khangaonkar, Kevin Yang, Arsha Nagrani, Cordelia Schmid, Andy Zeng, Trevor Darrell, Dan Klein. acl 2023: 747-761 [doi]

UnLoc: A Unified Framework for Video Localization TasksShen Yan, Xuehan Xiong, Arsha Nagrani, Anurag Arnab, Zhonghao Wang, Weina Ge, David Ross, Cordelia Schmid. iccv 2023: 13577-13587 [doi]

Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video CaptioningAntoine Yang, Arsha Nagrani, Paul Hongsuck Seo, Antoine Miech, Jordi Pont-Tuset, Ivan Laptev, Josef Sivic, Cordelia Schmid. cvpr 2023: 10714-10726 [doi]

VidChapters-7M: Video Chapters at ScaleAntoine Yang, Arsha Nagrani, Ivan Laptev, Josef Sivic, Cordelia Schmid. nips 2023: [doi]

How can objects help action recognition?Xingyi Zhou, Anurag Arnab, Chen Sun 0002, Cordelia Schmid. cvpr 2023: 2353-2362 [doi]

2022

Assembly Planning from Observations under Physical ConstraintsThomas Chabal, Robin Strudel, Etienne Arlaud, Jean Ponce, Cordelia Schmid. iros 2022: 10223-10229 [doi]

Think Global, Act Local: Dual-scale Graph Transformer for Vision-and-Language NavigationShizhe Chen, Pierre-Louis Guhur, Makarand Tapaswi, Cordelia Schmid, Ivan Laptev. cvpr 2022: 16516-16526 [doi]

Learning from Unlabeled 3D Environments for Vision-and-Language NavigationShizhe Chen, Pierre-Louis Guhur, Makarand Tapaswi, Cordelia Schmid, Ivan Laptev. eccv 2022: 638-655 [doi]

Language Conditioned Spatial Relation Reasoning for 3D Object GroundingShizhe Chen, Pierre-Louis Guhur, Makarand Tapaswi, Cordelia Schmid, Ivan Laptev. nips 2022: [doi]

AlignSDF: Pose-Aligned Signed Distance Fields for Hand-Object ReconstructionZerui Chen, Yana Hasson, Cordelia Schmid, Ivan Laptev. eccv 2022: 231-248 [doi]

Masking Modalities for Cross-modal Video RetrievalValentin Gabeur, Arsha Nagrani, Chen Sun 0002, Karteek Alahari, Cordelia Schmid. wacv 2022: 2111-2120 [doi]

AVATAR: Unconstrained Audiovisual Speech RecognitionValentin Gabeur, Paul Hongsuck Seo, Arsha Nagrani, Chen Sun 0002, Karteek Alahari, Cordelia Schmid. interspeech 2022: 2818-2822 [doi]

Instruction-driven history-aware policies for robotic manipulationsPierre-Louis Guhur, Shizhe Chen, Ricardo Garcia Pinel, Makarand Tapaswi, Ivan Laptev, Cordelia Schmid. corl 2023: 175-187 [doi]

A Memory Transformer Network for Incremental LearningAhmet Iscen, Thomas Bird, Mathilde Caron, Alireza Fathi, Cordelia Schmid. bmvc 2022: 388 [doi]

Learning with Neighbor Consistency for Noisy LabelsAhmet Iscen, Jack Valmadre, Anurag Arnab, Cordelia Schmid. cvpr 2022: 4662-4671 [doi]

Learning Audio-Video Modalities from Image CaptionsArsha Nagrani, Paul Hongsuck Seo, Bryan Seybold, Anja Hauth, Santiago Manen, Chen Sun 0002, Cordelia Schmid. eccv 2022: 407-426 [doi]

TL;DW? Summarizing Instructional Videos with Task Relevance and Cross-Modal SaliencyMedhini Narasimhan, Arsha Nagrani, Chen Sun 0002, Michael Rubinstein, Trevor Darrell, Anna Rohrbach, Cordelia Schmid. eccv 2022: 540-557 [doi]

End-to-end Generative Pretraining for Multimodal Video CaptioningPaul Hongsuck Seo, Arsha Nagrani, Anurag Arnab, Cordelia Schmid. cvpr 2022: 17938-17947 [doi]

Multiview Transformers for Video RecognitionShen Yan, Xuehan Xiong, Anurag Arnab, Zhichao Lu, Mi Zhang, Chen Sun 0002, Cordelia Schmid. cvpr 2022: 3323-3333 [doi]

TubeDETR: Spatio-Temporal Video Grounding with TransformersAntoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid. cvpr 2022: 16421-16432 [doi]

Zero-Shot Video Question Answering via Frozen Bidirectional Language ModelsAntoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid. nips 2022: [doi]

2021

Composable Augmentation Encoding for Video Representation LearningChen Sun 0002, Arsha Nagrani, Yonglong Tian, Cordelia Schmid. iccv 2021: 8814-8824 [doi]

Unified Graph Structured Models for Video UnderstandingAnurag Arnab, Chen Sun 0002, Cordelia Schmid. iccv 2021: 8097-8106 [doi]

ViViT: A Video Vision TransformerAnurag Arnab, Mostafa Dehghani 0001, Georg Heigold, Chen Sun 0002, Mario Lucic, Cordelia Schmid. iccv 2021: 6816-6826 [doi]

Goal-Conditioned Reinforcement Learning with Imagined SubgoalsElliot Chane-Sane, Cordelia Schmid, Ivan Laptev. icml 2021: 1430-1440 [doi]

History Aware Multimodal Transformer for Vision-and-Language NavigationShizhe Chen, Pierre-Louis Guhur, Cordelia Schmid, Ivan Laptev. nips 2021: 5834-5847 [doi]

On the Importance of Visual Context for Data Augmentation in Scene UnderstandingNikita Dvornik, Julien Mairal, Cordelia Schmid. pami, 43(6):2014-2028, 2021. [doi]

Learning Temporal Dynamics from Cycles in Narrated VideoDave Epstein, Jiajun Wu 0001, Cordelia Schmid, Chen Sun 0002. iccv 2021: 1460-1469 [doi]

Airbert: In-domain Pretraining for Vision-and-Language NavigationPierre-Louis Guhur, Makarand Tapaswi, Shizhe Chen, Ivan Laptev, Cordelia Schmid. iccv 2021: 1614-1623 [doi]

Towards Unconstrained Joint Hand-Object Reconstruction From RGB VideosYana Hasson, Gül Varol, Cordelia Schmid, Ivan Laptev. 3dim 2021: 659-668 [doi]

Class-Balanced Distillation for Long-Tailed Visual RecognitionAhmet Iscen, Andre Araujo, Boqing Gong, Cordelia Schmid. bmvc 2021: 165 [doi]

Differentiable rendering with perturbed optimizersQuentin Le Lidec, Ivan Laptev, Cordelia Schmid, Justin Carpentier. nips 2021: 20398-20409 [doi]

Differentiable Simulation for Physical System IdentificationQuentin Le Lidec, Igor Kalevatykh, Ivan Laptev, Cordelia Schmid, Justin Carpentier. ral, 6(2):3413-3420, 2021. [doi]

HDMapGen: A Hierarchical Graph Generative Model of High Definition MapsLu Mi, Hang Zhao, Charlie Nash, Xiaohan Jin, Jiyang Gao, Chen Sun 0002, Cordelia Schmid, Nir Shavit, Yuning Chai, Dragomir Anguelov. cvpr 2021: 4227-4236 [doi]

CCVS: Context-aware Controllable Video SynthesisGuillaume Le Moing, Jean Ponce, Cordelia Schmid. nips 2021: 14042-14055 [doi]

Attention Bottlenecks for Multimodal FusionArsha Nagrani, Shan Yang, Anurag Arnab, Aren Jansen, Cordelia Schmid, Chen Sun 0002. nips 2021: 14200-14213 [doi]

Episodic Transformer for Vision-and-Language NavigationAlexander Pashevich, Cordelia Schmid, Chen Sun 0002. iccv 2021: 15922-15932 [doi]

Improving robustness against common corruptions with frequency biased modelsTonmoy Saikia, Cordelia Schmid, Thomas Brox. iccv 2021: 10191-10200 [doi]

Do you see what I see?: Large-scale Learning from Multimodal VideosCordelia Schmid. mm 2021: 2643 [doi]

Look Before You Speak: Visually Contextualized UtterancesPaul Hongsuck Seo, Arsha Nagrani, Cordelia Schmid. cvpr 2021: 16877-16887 [doi]

Segmenter: Transformer for Semantic SegmentationRobin Strudel, Ricardo Garcia Pinel, Ivan Laptev, Cordelia Schmid. iccv 2021: 7242-7252 [doi]

Synthetic Humans for Action Recognition from Unseen ViewpointsGül Varol, Ivan Laptev, Cordelia Schmid, Andrew Zisserman. ijcv, 129(7):2264-2287, 2021. [doi]

Large-Scale Unsupervised Object DiscoveryHuy V. Vo, Elena Sizikova, Cordelia Schmid, Patrick Pérez, Jean Ponce. nips 2021: 16764-16778 [doi]

Just Ask: Learning to Answer Questions from Millions of Narrated VideosAntoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid. iccv 2021: 1666-1677 [doi]

2020

Uncertainty-Aware Weakly Supervised Action Detection from Untrimmed VideosAnurag Arnab, Chen Sun 0002, Arsha Nagrani, Cordelia Schmid. eccv 2020: 751-768 [doi]

Consistency Guided Scene Flow EstimationYuhua Chen, Luc Van Gool, Cordelia Schmid, Cristian Sminchisescu. eccv 2020: 125-141 [doi]

TAO: A Large-Scale Benchmark for Tracking Any ObjectAchal Dave, Tarasha Khurana, Pavel Tokmakov, Cordelia Schmid, Deva Ramanan. eccv 2020: 436-454 [doi]

Selecting Relevant Features from a Multi-domain Representation for Few-Shot ClassificationNikita Dvornik, Cordelia Schmid, Julien Mairal. eccv 2020: 769-786 [doi]

Multi-modal Transformer for Video RetrievalValentin Gabeur, Chen Sun 0002, Karteek Alahari, Cordelia Schmid. eccv 2020: 214-229 [doi]

VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized RepresentationJiyang Gao, Chen Sun, Hang Zhao, Yi Shen, Dragomir Anguelov, Congcong Li, Cordelia Schmid. cvpr 2020: 11522-11530 [doi]

Leveraging Photometric Consistency Over Time for Sparsely Supervised Hand-Object ReconstructionYana Hasson, Bugra Tekin, Federica Bogo, Ivan Laptev, Marc Pollefeys, Cordelia Schmid. cvpr 2020: 568-577 [doi]

Memory-Efficient Incremental Learning Through Feature AdaptationAhmet Iscen, Jeffrey Zhang, Svetlana Lazebnik, Cordelia Schmid. eccv 2020: 699-715 [doi]

Graph Convolutional Networks for Learning with Few Clean and Many Noisy LabelsAhmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum, Cordelia Schmid. eccv 2020: 286-302 [doi]

Speech2Action: Cross-Modal Supervision for Action RecognitionArsha Nagrani, Chen Sun, David Ross, Rahul Sukthankar, Cordelia Schmid, Andrew Zisserman. cvpr 2020: 10314-10323 [doi]

Learning visual policies for building 3D shape categoriesAlexander Pashevich, Igor Kalevatykh, Ivan Laptev, Cordelia Schmid. iros 2020: 8073-8080 [doi]

LCR-Net++: Multi-Person 2D and 3D Pose Detection in Natural ImagesGrégory Rogez, Philippe Weinzaepfel, Cordelia Schmid. pami, 42(5):1146-1161, 2020. [doi]

Ava Active Speaker: An Audio-Visual Dataset for Active Speaker DetectionJoseph Roth, Sourish Chaudhuri, Ondrej Klejch, Radhika Marvin, Andrew C. Gallagher, Liat Kaver, Sharadh Ramaswamy, Arkadiusz Stopczynski, Cordelia Schmid, Zhonghua Xi, Caroline Pantofaru. icassp 2020: 4492-4496 [doi]

Radioactive data: tracing through trainingAlexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou. icml 2020: 8326-8335 [doi]

Learning Obstacle Representations for Neural Motion PlanningRobin Strudel, Ricardo Garcia Pinel, Justin Carpentier, Jean-Paul Laumond, Ivan Laptev, Cordelia Schmid. corl 2020: 355-364 [doi]

Learning to combine primitive skills: A step towards versatile robotic manipulation §Robin A. M. Strudel, Alexander Pashevich, Igor Kalevatykh, Ivan Laptev, Josef Sivic, Cordelia Schmid. icra 2020: 4637-4643 [doi]

What Makes for Good Views for Contrastive Learning?Yonglong Tian, Chen Sun 0002, Ben Poole, Dilip Krishnan, Cordelia Schmid, Phillip Isola. nips 2020: [doi]

Unsupervised Learning of Video Representations via Dense Trajectory ClusteringPavel Tokmakov, Martial Hebert, Cordelia Schmid. eccv 2020: 404-421 [doi]

TNT: Target-driven Trajectory PredictionHang Zhao, Jiyang Gao, Tian Lan, Chen Sun 0002, Benjamin Sapp, Balakrishnan Varadarajan, Yue Shen, Yi Shen, Yuning Chai, Cordelia Schmid, Congcong Li, Dragomir Anguelov. corl 2020: 895-904 [doi]

2019

Self-Supervised Learning With Geometric Constraints in Monocular Video: Connecting Flow, Depth, and CameraYuhua Chen, Cordelia Schmid, Cristian Sminchisescu. iccv 2019: 7062-7071 [doi]

MARS: Motion-Augmented RGB Stream for Action RecognitionNieves Crasto, Philippe Weinzaepfel, Karteek Alahari, Cordelia Schmid. cvpr 2018: 7882-7891 [doi]

Diversity With Cooperation: Ensemble Methods for Few-Shot ClassificationNikita Dvornik, Julien Mairal, Cordelia Schmid. iccv 2019: 3722-3730 [doi]

Moulding Humans: Non-Parametric 3D Human Shape Estimation From Single ImagesValentin Gabeur, Jean-Sébastien Franco, Xavier Martin, Cordelia Schmid, Grégory Rogez. iccv 2019: 2232-2241 [doi]

Learning Joint Reconstruction of Hands and Manipulated ObjectsYana Hasson, Gül Varol, Dimitrios Tzionas, Igor Kalevatykh, Michael J. Black, Ivan Laptev, Cordelia Schmid. cvpr 2018: 11807-11816 [doi]

Adaptive Density Estimation for Generative ModelsThomas Lucas, Konstantin Shmelkov, Karteek Alahari, Cordelia Schmid, Jakob Verbeek. nips 2019: 11993-12003 [doi]

Learning to Augment Synthetic Images for Sim2Real Policy TransferAlexander Pashevich, Robin A. M. Strudel, Igor Kalevatykh, Ivan Laptev, Cordelia Schmid. iros 2019: 2651-2657 [doi]

Detecting Unseen Visual Relations Using AnalogiesJulia Peyre, Josef Sivic, Ivan Laptev, Cordelia Schmid. iccv 2019: 1981-1990 [doi]

Supplementary Material: AVA-ActiveSpeaker: An Audio-Visual Dataset for Active Speaker DetectionJoseph Roth, Zhonghua Xi, Caroline Pantofaru, Sourish Chaudhuri, Ondrej Klejch, Radhika Marvin, Andrew C. Gallagher, Liat Kaver, Sharadh Ramaswamy, Arkadiusz Stopczynski, Cordelia Schmid. iccvw 2019: 3718-3722 [doi]

White-box vs Black-box: Bayes Optimal Strategies for Membership InferenceAlexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Yann Ollivier, Herve Jegou. icml 2019: 5558-5567 [doi]

Spreading vectors for similarity searchAlexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou. iclr 2019: [doi]

Automatic Understanding of the Visual WorldCordelia Schmid. sigir 2019: 3-4 [doi]

VideoBERT: A Joint Model for Video and Language Representation LearningChen Sun, Austin Myers, Carl Vondrick, Kevin Murphy 0002, Cordelia Schmid. iccv 2019: 7463-7472 [doi]

Relational Action ForecastingChen Sun, Abhinav Shrivastava, Carl Vondrick, Rahul Sukthankar, Kevin Murphy 0002, Cordelia Schmid. cvpr 2018: 273-283 [doi]

Focused Attention for Action RecognitionVladyslav Sydorov, Karteek Alahari, Cordelia Schmid. bmvc 2019: 172 [doi]

A Structured Model for Action DetectionYubo Zhang, Pavel Tokmakov, Martial Hebert, Cordelia Schmid. cvpr 2018: 9975-9984 [doi]

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