Leonid Sigal

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 169

Top Venues

CoRR

CVPR

ICCV

WACV

Publications

Jing Wang, Jiahong Chen, Kuangen Zhang, Leonid Sigal
Training feedforward neural nets in Hopfield-energy-based configuration: A two-step approach. Pattern Recognit. 145 (2024)
Shih-Han Chou, Matthew Kowal, Yasmin Niknam, Diana Moyano, Shayaan Mehdi, Richard Pito, Cheng Zhang, Ian Knopke, Sedef Akinli Kocak, Leonid Sigal, Yalda Mohsenzadeh
Multi-modal News Understanding with Professionally Labelled Videos (ReutersViLNews). CoRR (2024)
Bicheng Xu, Qi Yan, Renjie Liao, Lele Wang, Leonid Sigal
Joint Generative Modeling of Scene Graphs and Images via Diffusion Models. CoRR (2024)
Tanzila Rahman, Shweta Mahajan, Hsin-Ying Lee, Jian Ren, Sergey Tulyakov, Leonid Sigal
Visual Concept-driven Image Generation with Text-to-Image Diffusion Model. CoRR (2024)
Shih-Han Chou, James J. Little, Leonid Sigal
Implicit and Explicit Commonsense for Multi-sentence Video Captioning. CoRR (2023)
Gaurav Bhatt, Deepayan Das, Leonid Sigal, Vineeth N. Balasubramanian
Mitigating the Effect of Incidental Correlations on Part-based Learning. CoRR (2023)
Shweta Mahajan, Tanzila Rahman, Kwang Moo Yi, Leonid Sigal
Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models. CoRR (2023)
Aditya Chinchure, Pushkar Shukla, Gaurav Bhatt, Kiri Salij, Kartik Hosanagar, Leonid Sigal, Matthew A. Turk
TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models. CoRR (2023)
Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal
Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. ICCV (2023)
Yichen Guo, Mai Xu, Lai Jiang, Leonid Sigal, Yunjin Chen
DINN360: Deformable Invertible Neural Network for Latitude-aware 360° Image Rescaling. CVPR (2023)
Raghav Goyal, Wan-Cyuan Fan, Mennatullah Siam, Leonid Sigal
M3T: Multi-Scale Memory Matching for Video Object Segmentation and Tracking. CoRR (2023)
Gaurav Bhatt, Deepayan Das, Leonid Sigal, Vineeth N. Balasubramanian
Mitigating the Effect of Incidental Correlations on Part-based Learning. NeurIPS (2023)
Sahithya Ravi, Aditya Chinchure, Leonid Sigal, Renjie Liao, Vered Shwartz
VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge. WACV (2023)
Jiahui Huang, Leonid Sigal, Kwang Moo Yi, Oliver Wang, Joon-Young Lee
INVE: Interactive Neural Video Editing. CoRR (2023)
Qiuyue Fang, Tao Xu, Lai Jiang, Shengxi Li, Mai Xu, Yunjin Chen, Leonid Sigal
Optimizing DNN based quality assessment metric for image compression: A novel rate control method. ICME (2023)
Tanzila Rahman, Hsin-Ying Lee, Jian Ren, Sergey Tulyakov, Shweta Mahajan, Leonid Sigal
Make-A-Story: Visual Memory Conditioned Consistent Story Generation. CVPR (2023)
Siddhesh Khandelwal, Anirudth Nambirajan, Behjat Siddiquie, Jayan Eledath, Leonid Sigal
Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline. CoRR (2023)
Jiayun Luo, Siddhesh Khandelwal, Leonid Sigal, Boyang Li
Plug-and-Play, Dense-Label-Free Extraction of Open-Vocabulary Semantic Segmentation from Vision-Language Models. CoRR (2023)
Gaurav Bhatt, Deepayan Das, Leonid Sigal, Vineeth N. Balasubramanian
Weakly-supervised Spatially Grounded Concept Learner for Few-Shot Learning. BMVC (2023)
Tianyu Hua, Yonglong Tian, Sucheng Ren, Michalis Raptis, Hang Zhao, Leonid Sigal
Self-supervision through Random Segments with Autoregressive Coding (RandSAC). ICLR (2023)
Yanwei Fu, Xiaomei Wang, Hanze Dong, Yu-Gang Jiang, Meng Wang, Xiangyang Xue, Leonid Sigal
Vocabulary-informed Zero-shot and Open-set Learning. CoRR (2023)
Bicheng Xu, Renjie Liao, Leonid Sigal
Self-Supervised Relation Alignment for Scene Graph Generation. CoRR (2023)
Jinfan Yang, Nicholas Vining, S. Kheradmand, Nathan Carr, Leonid Sigal, Alla Sheffer
Subpixel Deblurring of Anti-Aliased Raster Clip-Art. Comput. Graph. Forum 42 (2) (2023)
Mohammed Suhail, Erika Lu, Zhengqi Li, Noah Snavely, Leonid Sigal, Forrester Cole
Omnimatte3D: Associating Objects and Their Effects in Unconstrained Monocular Video. CVPR (2023)
Raghav Goyal, Effrosyni Mavroudi, Xitong Yang, Sainbayar Sukhbaatar, Leonid Sigal, Matt Feiszli, Lorenzo Torresani, Du Tran
MINOTAUR: Multi-task Video Grounding From Multimodal Queries. CoRR (2023)
Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal
Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. CoRR (2023)
Mohammed Suhail, Carlos Esteves, Leonid Sigal, Ameesh Makadia
Generalizable Patch-Based Neural Rendering. ECCV (32) (2022)
Peyman Bateni, Leonid Sigal
Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices. CoRR (2022)
Tianyu Hua, Yonglong Tian, Sucheng Ren, Hang Zhao, Leonid Sigal
Self-supervision through Random Segments with Autoregressive Coding (RandSAC). CoRR (2022)
Siddhesh Khandelwal, Leonid Sigal
Iterative Scene Graph Generation. NeurIPS (2022)
Mohammed Suhail, Carlos Esteves, Leonid Sigal, Ameesh Makadia
Generalizable Patch-Based Neural Rendering. CoRR (2022)
Muchen Li, Jeffrey Yunfan Liu, Leonid Sigal, Renjie Liao
GraphPNAS: Learning Distribution of Good Neural Architectures via Deep Graph Generative Models. CoRR (2022)
Siddhesh Khandelwal, Leonid Sigal
Iterative Scene Graph Generation. CoRR (2022)
Mohammed Suhail, Carlos Esteves, Leonid Sigal, Ameesh Makadia
Light Field Neural Rendering. CVPR (2022)
Sahithya Ravi, Aditya Chinchure, Leonid Sigal, Renjie Liao, Vered Shwartz
VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge. CoRR (2022)
Tanzila Rahman, Hsin-Ying Lee, Jian Ren, Sergey Tulyakov, Shweta Mahajan, Leonid Sigal
Make-A-Story: Visual Memory Conditioned Consistent Story Generation. CoRR (2022)
Mir Rayat Imtiaz Hossain, Leonid Sigal, James J. Little
Semantically Enhanced Global Reasoning for Semantic Segmentation. CoRR (2022)
Shih-Han Chou, Zicong Fan, James J. Little, Leonid Sigal
Semi-supervised Grounding Alignment for Multi-modal Feature Learning. CRV (2022)
Peyman Bateni, Jarred Barber, Raghav Goyal, Vaden Masrani, Jan-Willem van de Meent, Leonid Sigal, Frank Wood
Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning. CoRR (2022)
Hanze Dong, Yanwei Fu, Sung Ju Hwang, Leonid Sigal, Xiangyang Xue
Learning the Compositional Domains for Generalized Zero-shot Learning. Comput. Vis. Image Underst. 221 (2022)
Jiahui Huang, Yuhe Jin, Kwang Moo Yi, Leonid Sigal
Layered Controllable Video Generation. ECCV (16) (2022)
Weidong Yin, Ziwei Liu, Leonid Sigal
Person-in-Context Synthesis with Compositional Structural Space. WACV (2021)
Raghav Goyal, Leonid Sigal
A Simple Baseline for Weakly-Supervised Human-centric Relation Detection. BMVC (2021)
Paolo Spagnolo, Hamid Aghajan, George Bebis, Shaogang Gong, Amy Loutfi, Leonid Sigal, Wei-Shi Zheng
Guest Editorial Introduction to the Special Issue on Large-Scale Visual Sensor Networks: Architectures and Applications. IEEE Trans. Circuits Syst. Video Technol. 31 (4) (2021)
Mohammed Suhail, Abhay Mittal, Behjat Siddiquie, Chris Broaddus, Jayan Eledath, Gérard G. Medioni, Leonid Sigal
Energy-Based Learning for Scene Graph Generation. CoRR (2021)
Lai Jiang, Mai Xu, Xiaofei Wang, Leonid Sigal
Saliency-Guided Image Translation. CVPR (2021)
Tanzila Rahman, Mengyu Yang, Leonid Sigal
TriBERT: Full-body Human-centric Audio-visual Representation Learning for Visual Sound Separation. CoRR (2021)
Tanzila Rahman, Mengyu Yang, Leonid Sigal
TriBERT: Human-centric Audio-visual Representation Learning. NeurIPS (2021)
Mohammed Suhail, Abhay Mittal, Behjat Siddiquie, Chris Broaddus, Jayan Eledath, Gérard G. Medioni, Leonid Sigal
Energy-Based Learning for Scene Graph Generation. CVPR (2021)
Lai Jiang, Mai Xu, Zulin Wang, Leonid Sigal
DeepVS2.0: A Saliency-Structured Deep Learning Method for Predicting Dynamic Visual Attention. Int. J. Comput. Vis. 129 (1) (2021)
Polina Zablotskaia, Edoardo A. Dominici, Leonid Sigal, Andreas M. Lehrmann
PROVIDE: a probabilistic framework for unsupervised video decomposition. UAI (2021)
Siddhesh Khandelwal, Mohammed Suhail, Leonid Sigal
Segmentation-grounded Scene Graph Generation. CoRR (2021)
Tanzila Rahman, Leonid Sigal
Weakly-supervised Audio-visual Sound Source Detection and Separation. CoRR (2021)
Muchen Li, Leonid Sigal
Referring Transformer: A One-step Approach to Multi-task Visual Grounding. CoRR (2021)
Siddhesh Khandelwal, Raghav Goyal, Leonid Sigal
UniT: Unified Knowledge Transfer for Any-Shot Object Detection and Segmentation. CVPR (2021)
Tanzila Rahman, Leonid Sigal
Weakly-Supervised Audio-Visual Sound Source Detection and Separation. ICME (2021)
Jing Wang, Jiahong Chen, Jianzhe Lin, Leonid Sigal, Clarence W. de Silva
Discriminative feature alignment: Improving transferability of unsupervised domain adaptation by Gaussian-guided latent alignment. Pattern Recognit. 116 (2021)
Tanzila Rahman, Shih-Han Chou, Leonid Sigal, Giuseppe Carenini
An Improved Attention for Visual Question Answering. CVPR Workshops (2021)
Jiahui Huang, Yuhe Jin, Kwang Moo Yi, Leonid Sigal
Layered Controllable Video Generation. CoRR (2021)
Siddhesh Khandelwal, Mohammed Suhail, Leonid Sigal
Segmentation-grounded Scene Graph Generation. ICCV (2021)
Muchen Li, Leonid Sigal
Referring Transformer: A One-step Approach to Multi-task Visual Grounding. NeurIPS (2021)
Mohammed Suhail, Carlos Esteves, Leonid Sigal, Ameesh Makadia
Light Field Neural Rendering. CoRR (2021)
Yuan Yao, Nico Schertler, Enrique Rosales, Helge Rhodin, Leonid Sigal, Alla Sheffer
Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction. CVPR (2020)
Ke Ma, Bo Zhao, Leonid Sigal
Attribute-guided image generation from layout. CoRR (2020)
Tanzila Rahman, Shih-Han Chou, Leonid Sigal, Giuseppe Carenini
An Improved Attention for Visual Question Answering. CoRR (2020)
Lai Jiang, Mai Xu, Shanyi Zhang, Leonid Sigal
DeepCT: A novel deep complex-valued network with learnable transform for video saliency prediction. Pattern Recognit. 102 (2020)
Yanwei Fu, Xiaomei Wang, Hanze Dong, Yu-Gang Jiang, Meng Wang, Xiangyang Xue, Leonid Sigal
Vocabulary-Informed Zero-Shot and Open-Set Learning. IEEE Trans. Pattern Anal. Mach. Intell. 42 (12) (2020)
Jing Wang, Jiahong Chen, Jianzhe Lin, Leonid Sigal, Clarence W. de Silva
Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment. CoRR (2020)
Ruizhi Deng, Yanshuai Cao, Bo Chang, Leonid Sigal, Greg Mori, Marcus A. Brubaker
Variational Hyper RNN for Sequence Modeling. CoRR (2020)
Bicheng Xu, Leonid Sigal
Consistent Multiple Sequence Decoding. CoRR (2020)
Siddhesh Khandelwal, Raghav Goyal, Leonid Sigal
Weakly-supervised Any-shot Object Detection. CoRR (2020)
Ke Ma, Bo Zhao, Leonid Sigal
Attribute-Guided Image Generation from Layout. BMVC (2020)
Weidong Yin, Ziwei Liu, Leonid Sigal
Person-in-Context Synthesiswith Compositional Structural Space. CoRR (2020)
Megha Nawhal, Mengyao Zhai, Andreas M. Lehrmann, Leonid Sigal, Greg Mori
Generating Videos of Zero-Shot Compositions of Actions and Objects. ECCV (12) (2020)
Edoardo Alberto Dominici, Nico Schertler, Jonathan Griffin, Shayan Hoshyari, Leonid Sigal, Alla Sheffer
PolyFit: perception-aligned vectorization of raster clip-art via intermediate polygonal fitting. ACM Trans. Graph. 39 (4) (2020)
Peyman Bateni, Raghav Goyal, Vaden Masrani, Frank Wood, Leonid Sigal
Improved Few-Shot Visual Classification. CVPR (2020)
Polina Zablotskaia, Edoardo A. Dominici, Leonid Sigal, Andreas M. Lehrmann
Unsupervised Video Decomposition using Spatio-temporal Iterative Inference. CoRR (2020)
Bo Zhao, Weidong Yin, Lili Meng, Leonid Sigal
Layout2image: Image Generation from Layout. Int. J. Comput. Vis. 128 (10) (2020)
Ng Annalyn, Maarten W. Bos, Leonid Sigal, Boyang Li
Predicting Personality from Book Preferences with User-Generated Content Labels. IEEE Trans. Affect. Comput. 11 (3) (2020)
Huijuan Xu, Boyang Li, Vasili Ramanishka, Leonid Sigal, Kate Saenko
Joint Event Detection and Description in Continuous Video Streams. WACV (2019)
Mohit Bajaj, Lanjun Wang, Leonid Sigal
G3raphGround: Graph-Based Language Grounding. ICCV (2019)
Akash Abdu Jyothi, Thibaut Durand, Jiawei He, Leonid Sigal, Greg Mori
LayoutVAE: Stochastic Scene Layout Generation from a Label Set. CoRR (2019)
Polina Zablotskaia, Aliaksandr Siarohin, Bo Zhao, Leonid Sigal
DwNet: Dense warp-based network for pose-guided human video generation. BMVC (2019)
Nazanin Mehrasa, Akash Abdu Jyothi, Thibaut Durand, Jiawei He, Leonid Sigal, Greg Mori
A Variational Auto-Encoder Model for Stochastic Point Processes. CVPR (2019)
Zicong Fan, Si Yi Meng, Leonid Sigal, James J. Little
OptiBox: Breaking the Limits of Proposals for Visual Grounding. CoRR (2019)
Megha Nawhal, Mengyao Zhai, Andreas M. Lehrmann, Leonid Sigal
Zero-Shot Generation of Human-Object Interaction Videos. CoRR (2019)
Yuan Yao, Nico Schertler, Enrique Rosales, Helge Rhodin, Leonid Sigal, Alla Sheffer
Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction. CoRR (2019)
Tanzila Rahman, Bicheng Xu, Leonid Sigal
Watch, Listen and Tell: Multi-modal Weakly Supervised Dense Event Captioning. CoRR (2019)
Bo Zhao, Lili Meng, Weidong Yin, Leonid Sigal
Image Generation From Layout. CVPR (2019)
Yuting Qiang, Yanwei Fu, Xiao Yu, Yanwen Guo, Zhi-Hua Zhou, Leonid Sigal
Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models. J. Comput. Sci. Technol. 34 (1) (2019)
Lili Meng, Bo Zhao, Bo Chang, Gao Huang, Wei Sun, Frederick Tung, Leonid Sigal
Interpretable Spatio-Temporal Attention for Video Action Recognition. ICCV Workshops (2019)
Polina Zablotskaia, Aliaksandr Siarohin, Bo Zhao, Leonid Sigal
DwNet: Dense warp-based network for pose-guided human video generation. CoRR (2019)
Pelin Dogan, Leonid Sigal, Markus H. Gross
Neural Sequential Phrase Grounding (SeqGROUND). CoRR (2019)
Huijuan Xu, Kun He, Bryan A. Plummer, Leonid Sigal, Stan Sclaroff, Kate Saenko
Multilevel Language and Vision Integration for Text-to-Clip Retrieval. AAAI (2019)
Pelin Dogan, Leonid Sigal, Markus H. Gross
Neural Sequential Phrase Grounding (SeqGROUND). CVPR (2019)
Huijuan Xu, Boyang Li, Vasili Ramanishka, Leonid Sigal, Kate Saenko
Joint Event Detection and Description in Continuous Video Streams. WACV Workshops (2019)
Peyman Bateni, Raghav Goyal, Vaden Masrani, Frank Wood, Leonid Sigal
Improved Few-Shot Visual Classification. CoRR (2019)
Zuxuan Wu, Larry Davis, Leonid Sigal
Weakly-Supervised Spatial Context Networks. WACV (2019)
Tanzila Rahman, Bicheng Xu, Leonid Sigal
Watch, Listen and Tell: Multi-Modal Weakly Supervised Dense Event Captioning. ICCV (2019)
Siddhesh Khandelwal, Leonid Sigal
AttentionRNN: A Structured Spatial Attention Mechanism. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

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Leonid Sigal