LS
Leonid Sigal
cs.CVcs.LGcs.AIcs.CLstat.MLcs.GRcs.HCcs.MMeess.IVArtificial Intelligence
On Valency
published · living versionsW_4s92x9ps·v1 · currentpublished
ScIntBench: Physical Interaction Plausibility in 3D Scene Generation
with Wendi Ying, Daochang Liu, Ajmal Saeed Mian
1 version
Preprints & journals
110 papers in the corpus · 2004–2026SCOPD: Sparse-Context On-Policy Self-Distillation for Efficient Vision-Language Models2609.34044v1 · Ahmadreza Jeddi, Enming Zhang, Jasper Gerigk et al.2026 · 0 citationsarXiv
DSeq-JEPA: Discriminative Sequential Joint-Embedding Predictive Architecture2511.17354v4 · Xiangteng He, Shunsuke Sakai, Shivam Chandhok et al.2025 · 0 citationsarXiv
Light Field Neural Rendering.37756168 · Suhail, Mohammed, Esteves, Carlos, Sigal, Leonid et al.2025 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(11):9523-9534
SPIKE-RL: Video-LLMs meet Bayesian Surprise2509.23433v1 · Sahithya Ravi, Aditya Chinchure, Raymond T. Ng et al.2025 · 0 citationsarXiv
RewardRank: Optimizing True Learning-to-Rank Utility2508.14180v2 · Gaurav Bhatt, Kiran Koshy Thekumparampil, Tanmay Gangwani et al.2025 · 0 citationsarXiv
In-Depth and In-Breadth: Pre-training Multimodal Language Models Customized for Comprehensive Chart Understanding2507.14298v1 · Wan-Cyuan Fan, Yen-Chun Chen, Mengchen Liu et al.2025 · 0 citationsarXiv
Test-Time Consistency in Vision Language Models2506.22395v1 · Shih-Han Chou, Shivam Chandhok, James J. Little et al.2025 · 0 citationsarXiv
CNN-extracted features generate synthetic fMRI responses to unseen images.40544636 · Delavari, Parsa, Sigal, Leonid, Oruc, Ipek2025 · 0 citationsVision research. 2025;234:108641
Learning What Matters: Prioritized Concept Learning via Relative Error-driven Sample Selection2506.01085v2 · Shivam Chandhok, Qian Yang, Oscar Manas et al.2025 · 0 citationsarXiv
Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models2505.17280v1 · Pushkar Shukla, Aditya Chinchure, Emily Diana et al.2025 · 0 citationsarXiv
Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks2505.05190v2 · Yixin Cheng, Hongcheng Guo, Yangming Li et al.2025 · 0 citationsarXiv
ADiff4TPP: Asynchronous Diffusion Models for Temporal Point Processes2504.20411v1 · Amartya Mukherjee, Ruizhi Deng, He Zhao et al.2025 · 1 citationarXiv
InvAD: Inversion-based Reconstruction-Free Anomaly Detection with Diffusion Models2504.05662v5 · Shunsuke Sakai, Xiangteng He, Chunzhi Gu et al.2025 · 0 citationsarXiv
The Power of One: A Single Example is All it Takes for Segmentation in VLMs2503.10779v1 · Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal et al.2025 · 0 citationsarXiv
BiasConnect: Investigating Bias Interactions in Text-to-Image Models2503.09763v1 · Pushkar Shukla, Aditya Chinchure, Emily Diana et al.2025 · 0 citationsarXiv
Leveraging Online Olympiad-Level Math Problems for LLMs Training and Contamination-Resistant Evaluation2501.14275v2 · Sadegh Mahdavi, Muchen Li, Kaiwen Liu et al.2025 · 0 citationsarXiv
MMFactory: A Universal Solution Search Engine for Vision-Language Tasks2412.18072v1 · Wan-Cyuan Fan, Tanzila Rahman, Leonid Sigal2024 · 0 citationsarXiv
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context2412.14301v1 · Jing Wang, Wonho Bae, Jiahong Chen et al.2024 · 1 citationarXiv
Prompt2Perturb (P2P): Text-Guided Diffusion-Based Adversarial Attacks on Breast Ultrasound Images2412.09910v1 · Yasamin Medghalchi, Moein Heidari, Clayton Allard et al.2024 · 2 citationsarXiv
The ART of Composition: Attention-Regularized Training for Compositional Visual Grounding2412.08110v3 · Jiayun Luo, Mir Rayat Imtiaz Hossain, Pritam Sarkar et al.2024 · 0 citationsarXiv
Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events2412.05725v2 · Aditya Chinchure, Sahithya Ravi, Raymond Ng et al.2024 · 2 citationsarXiv
Factorized Video Autoencoders for Efficient Generative Modelling2412.04452v2 · Mohammed Suhail, Carlos Esteves, Leonid Sigal et al.2024 · 0 citationsarXiv
Extending Video Masked Autoencoders to 128 frames2411.13683v1 · Nitesh Bharadwaj Gundavarapu, Luke Friedman, Raghav Goyal et al.2024 · 1 citationarXiv
MM-R: On (In-)Consistency of Vision-Language Models (VLMs)2410.04778v2 · Shih-Han Chou, Shivam Chandhok, James J. Little et al.2024 · 3 citationsarXiv
HyperSOR: Context-Aware Graph Hypernetwork for Salient Object Ranking.38381637 · Qiao, Minglang, Xu, Mai, Jiang, Lai et al.2024 · 47 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(9):5873-5889
On Pre-training of Multimodal Language Models Customized for Chart Understanding2407.14506v3 · Wan-Cyuan Fan, Yen-Chun Chen, Mengchen Liu et al.2024 · 1 citationarXiv
Representing Animatable Avatar via Factorized Neural Fields2406.00637v1 · Chunjin Song, Zhijie Wu, Bastian Wandt et al.2024 · 1 citationarXiv
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach2404.11732v1 · Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal et al.2024 · 20 citationsarXiv
Preventing Catastrophic Forgetting through Memory Networks in Continuous Detection2403.14797v2 · Gaurav Bhatt, James Ross, Leonid Sigal2024 · 5 citationsEuropean Conference on Computer Vision, 2024
Visual Concept-driven Image Generation with Text-to-Image Diffusion Model2402.11487v3 · Tanzila Rahman, Shweta Mahajan, Hsin-Ying Lee et al.2024 · 4 citationsarXiv
Joint Generative Modeling of Grounded Scene Graphs and Images via Diffusion Models2401.01130v2 · Bicheng Xu, Qi Yan, Renjie Liao et al.2024 · 1 citationarXiv
Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models2312.12416v1 · Shweta Mahajan, Tanzila Rahman, Kwang Moo Yi et al.2023 · 21 citationsarXiv
TAM-VT: Transformation-Aware Multi-scale Video Transformer for Segmentation and Tracking2312.08514v2 · Raghav Goyal, Wan-Cyuan Fan, Mennatullah Siam et al.2023 · 4 citationsarXiv
TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models2312.01261v2 · Aditya Chinchure, Pushkar Shukla, Gaurav Bhatt et al.2023 · 13 citationsarXiv
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models2311.17095v4 · Jiayun Luo, Siddhesh Khandelwal, Leonid Sigal et al.2023 · 20 citationsarXiv
Mitigating the Effect of Incidental Correlations on Part-based Learning2310.00377v1 · Gaurav Bhatt, Deepayan Das, Leonid Sigal et al.2023 · 0 citationsarXiv
Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching2307.14071v1 · Junpeng Jing, Jiankun Li, Pengfei Xiong et al.2023 · 36 citationsarXiv
INVE: Interactive Neural Video Editing2307.07663v1 · Jiahui Huang, Leonid Sigal, Kwang Moo Yi et al.2023 · 2 citationsarXiv
Implicit and Explicit Commonsense for Multi-sentence Video Captioning2303.07545v2 · Shih-Han Chou, James J. Little, Leonid Sigal2023 · 6 citationsarXiv
MINOTAUR: Multi-task Video Grounding From Multimodal Queries2302.08063v2 · Raghav Goyal, Effrosyni Mavroudi, Xitong Yang et al.2023 · 3 citationsarXiv
Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline2302.07319v1 · Siddhesh Khandelwal, Anirudth Nambirajan, Behjat Siddiquie et al.2023 · 4 citationsarXiv
Self-Supervised Relation Alignment for Scene Graph Generation2302.01403v2 · Bicheng Xu, Renjie Liao, Leonid Sigal2023 · 3 citationsarXiv
Framework-agnostic Semantically-aware Global Reasoning for Segmentation2212.03338v2 · Mir Rayat Imtiaz Hossain, Leonid Sigal, James J. Little2022 · 3 citations2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, 2024, pp. 988-998
GraphPNAS: Learning Distribution of Good Neural Architectures via Deep Graph Generative Models2211.15155v1 · Muchen Li, Jeffrey Yunfan Liu, Leonid Sigal et al.2022 · 0 citationsarXiv
Make-A-Story: Visual Memory Conditioned Consistent Story Generation2211.13319v3 · Tanzila Rahman, Hsin-Ying Lee, Jian Ren et al.2022 · 50 citationsarXiv
VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge2210.13626v1 · Sahithya Ravi, Aditya Chinchure, Leonid Sigal et al.2022 · 49 citationsarXiv
Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices2210.01791v1 · Peyman Bateni, Leonid Sigal2022 · 5 citationsarXiv
Iterative Scene Graph Generation2207.13440v1 · Siddhesh Khandelwal, Leonid Sigal2022 · 31 citationsarXiv
Generalizable Patch-Based Neural Rendering2207.10662v2 · Mohammed Suhail, Carlos Esteves, Leonid Sigal et al.2022 · 88 citationsarXiv
Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning2201.05151v2 · Peyman Bateni, Jarred Barber, Raghav Goyal et al.2022 · 10 citationsarXiv
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