Angelova, Anelia

39 publications

CVPR 2025 VideoComp: Advancing Fine-Grained Compositional and Temporal Alignment in Video-Text Models Dahun Kim, Aj Piergiovanni, Ganesh Mallya, Anelia Angelova

ECCV 2024 3D Open-Vocabulary Panoptic Segmentation with 2D-3D Vision-Language Distillation Zihao Xiao, Longlong Jing, Shangxuan Wu, Alex Zihao Zhu, Jingwei Ji, Chiyu Max Jiang, Wei-Chih Hung, Thomas Funkhouser, Weicheng Kuo, Anelia Angelova, Yin Zhou, Shiwei Sheng

CVPR 2024 Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities Aj Piergiovanni, Isaac Noble, Dahun Kim, Michael S. Ryoo, Victor Gomes, Anelia Angelova

CVPR 2024 On Scaling up a Multilingual Vision and Language Model Xi Chen, Josip Djolonga, Piotr Padlewski, Basil Mustafa, Soravit Changpinyo, Jialin Wu, Carlos Riquelme Ruiz, Sebastian Goodman, Xiao Wang, Yi Tay, Siamak Shakeri, Mostafa Dehghani, Daniel Salz, Mario Lucic, Michael Tschannen, Arsha Nagrani, Hexiang Hu, Mandar Joshi, Bo Pang, Ceslee Montgomery, Paulina Pietrzyk, Marvin Ritter, Aj Piergiovanni, Matthias Minderer, Filip Pavetic, Austin Waters, Gang Li, Ibrahim Alabdulmohsin, Lucas Beyer, Julien Amelot, Kenton Lee, Andreas Peter Steiner, Yang Li, Daniel Keysers, Anurag Arnab, Yuanzhong Xu, Keran Rong, Alexander Kolesnikov, Mojtaba Seyedhosseini, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut

ECCV 2024 Region-Centric Image-Language Pretraining for Open-Vocabulary Detection Dahun Kim, Anelia Angelova, Weicheng Kuo

ICCV 2023 Contrastive Feature Masking Open-Vocabulary Vision Transformer Dahun Kim, Anelia Angelova, Weicheng Kuo

ICLRW 2023 Dynamic Pretraining of Vision-Language Models Aj Piergiovanni, Weicheng Kuo, Wei Li, Anelia Angelova

TMLR 2023 MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks Weicheng Kuo, Aj Piergiovanni, Dahun Kim, Xiyang Luo, Benjamin Caine, Wei Li, Abhijit Ogale, Luowei Zhou, Andrew M. Dai, Zhifeng Chen, Claire Cui, Anelia Angelova

ICLR 2023 Open-Vocabulary Object Detection upon Frozen Vision and Language Models Weicheng Kuo, Yin Cui, Xiuye Gu, Aj Piergiovanni, Anelia Angelova

ICLR 2023 PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen, Xiao Wang, Soravit Changpinyo, Aj Piergiovanni, Piotr Padlewski, Daniel Salz, Sebastian Goodman, Adam Grycner, Basil Mustafa, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Nan Ding, Keran Rong, Hassan Akbari, Gaurav Mishra, Linting Xue, Ashish V Thapliyal, James Bradbury, Weicheng Kuo, Mojtaba Seyedhosseini, Chao Jia, Burcu Karagol Ayan, Carlos Riquelme Ruiz, Andreas Peter Steiner, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut

CVPR 2023 Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision Transformers Dahun Kim, Anelia Angelova, Weicheng Kuo

CVPR 2023 Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning Aj Piergiovanni, Weicheng Kuo, Anelia Angelova

ECCV 2022 FindIt: Generalized Localization with Natural Language Queries Weicheng Kuo, Fred Bertsch, Wei Li, Aj Piergiovanni, Mohammad Saffar, Anelia Angelova

ECCV 2022 Video Question Answering with Iterative Video-Text Co-Tokenization Aj Piergiovanni, Kairo Morton, Weicheng Kuo, Michael S. Ryoo, Anelia Angelova

ICCV 2021 4D-Net for Learned Multi-Modal Alignment Aj Piergiovanni, Vincent Casser, Michael S. Ryoo, Anelia Angelova

CVPRW 2021 Adaptive Intermediate Representations for Video Understanding Juhana Kangaspunta, A. J. Piergiovanni, Rico Jonschkowski, Michael S. Ryoo, Anelia Angelova

ICCV 2021 Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval from a Single Image Weicheng Kuo, Anelia Angelova, Tsung-Yi Lin, Angela Dai

CVPR 2021 SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping Austin Stone, Daniel Maurer, Alper Ayvaci, Anelia Angelova, Rico Jonschkowski

CVPR 2021 Taskology: Utilizing Task Relations at Scale Yao Lu, Soren Pirk, Jan Dlabal, Anthony Brohan, Ankita Pasad, Zhao Chen, Vincent Casser, Anelia Angelova, Ariel Gordon

NeurIPS 2021 TokenLearner: Adaptive Space-Time Tokenization for Videos Michael Ryoo, Aj Piergiovanni, Anurag Arnab, Mostafa Dehghani, Anelia Angelova

ECCV 2020 Adversarial Generative Grammars for Human Activity Prediction Aj Piergiovanni, Anelia Angelova, Alexander Toshev, Michael S. Ryoo

ECCV 2020 AssembleNet++: Assembling Modality Representations via Attention Connections - Supplementary Material - Michael S. Ryoo, Aj Piergiovanni, Juhana Kangaspunta, Anelia Angelova

ICLR 2020 AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures Michael S. Ryoo, Aj Piergiovanni, Mingxing Tan, Anelia Angelova

ECCV 2020 AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification Xiaofang Wang, Xuehan Xiong, Maxim Neumann, Aj Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua

AAAI 2020 Differentiable Grammars for Videos A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo

ECCV 2020 Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve Weicheng Kuo, Anelia Angelova, Tsung-Yi Lin, Angela Dai

WACV 2020 Probabilistic Object Detection: Definition and Evaluation David Hall, Feras Dayoub, John Skinner, Haoyang Zhang, Dimity Miller, Peter Corke, Gustavo Carneiro, Anelia Angelova, Niko Suenderhauf

CoRL 2020 Unsupervised Monocular Depth Learning in Dynamic Scenes Hanhan Li, Ariel Gordon, Hang Zhao, Vincent Casser, Anelia Angelova

ECCV 2020 What Matters in Unsupervised Optical Flow Rico Jonschkowski, Austin Stone, Jonathan T. Barron, Ariel Gordon, Kurt Konolige, Anelia Angelova

AAAI 2019 Depth Prediction Without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos Vincent Casser, Sören Pirk, Reza Mahjourian, Anelia Angelova

CVPRW 2019 Unsupervised Monocular Depth and Ego-Motion Learning with Structure and Semantics Vincent Casser, Sören Pirk, Reza Mahjourian, Anelia Angelova

ICML 2017 Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli, Mohammad Norouzi, Anelia Angelova

WACV 2014 Benchmarking Large-Scale Fine-Grained Categorization Anelia Angelova, Philip M. Long

WACV 2014 Feature Combination with Multi-Kernel Learning for Fine-Grained Visual Classification Anelia Angelova, Alexandru Niculescu-Mizil

WACV 2014 Generalized Feature Learning and Indexing for Object Localization and Recognition Ning Zhou, Anelia Angelova, Jianping Fan

CVPR 2013 Efficient Object Detection and Segmentation for Fine-Grained Recognition Anelia Angelova, Shenghuo Zhu

WACV 2013 Image Segmentation for Large-Scale Subcategory Flower Recognition Anelia Angelova, Shenghuo Zhu, Yuanqing Lin

CVPR 2007 Fast Terrain Classification Using Variable-Length Representation for Autonomous Navigation Anelia Angelova, Larry H. Matthies, Daniel M. Helmick, Pietro Perona

CVPR 2005 Pruning Training Sets for Learning of Object Categories Anelia Angelova, Yaser S. Abu-Mostafa, Pietro Perona