Leonid Sigal

Test-Time Consistency in Vision Language Models WACV 2026 Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models EMNLP 2025 ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement EMNLP 2025 Prompt2Perturb (P2P): Text-Guided Diffusion-Based Adversarial Attack on Breast Ultrasound Images CVPR 2025 LatentHOI: On the Generalizable Hand Object Motion Generation with Latent Hand Diffusion. CVPR 2025 TAM-VT: Transformation-Aware Multi-Scale Video Transformer for Segmentation and Tracking WACV 2025 Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events CVPR 2025 Response Wide Shut? Surprising Observations in Basic Vision Language Model Capabilities ACL 2025 MM-R3: On (In-)Consistency of Vision-Language Models (VLMs) ACL 2025 Leveraging Online Olympiad-Level Math Problems for LLMs Training and Contamination-Resistant Evaluation ICML 2025 Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks ICML 2025 Locality Sensitive Avatars From Video ICLR 2025 Framework-Agnostic Semantically-Aware Global Reasoning for Segmentation WACV 2024 Preventing Catastrophic Forgetting through Memory Networks in Continuous Detection ECCV 2024 Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach CVPR 2024 Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models CVPR 2024 Self-Supervised Relation Alignment for Scene Graph Generation WACV 2024 TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models ECCV 2024 Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models CVPR 2024 Extending Video Masked Autoencoders to 128 frames NIPS 2024 Mitigating the Effect of Incidental Correlations on Part-based Learning NIPS 2023 VLC-BERT: Visual Question Answering With Contextualized Commonsense Knowledge WACV 2023 Self-supervision through Random Segments with Autoregressive Coding (RandSAC) ICLR 2023 Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching ICCV 2023 Make-a-Story: Visual Memory Conditioned Consistent Story Generation CVPR 2023 Omnimatte3D: Associating Objects and Their Effects in Unconstrained Monocular Video CVPR 2023 DINN360: Deformable Invertible Neural Network for Latitude-Aware 360deg Image Rescaling CVPR 2023 Iterative Scene Graph Generation NIPS 2022 Layered Controllable Video Generation ECCV 2022 Light Field Neural Rendering CVPR 2022 Generalizable Patch-Based Neural Rendering ECCV 2022 Segmentation-Grounded Scene Graph Generation ICCV 2021 Referring Transformer: A One-step Approach to Multi-task Visual Grounding NIPS 2021 Energy-Based Learning for Scene Graph Generation CVPR 2021 UniT: Unified Knowledge Transfer for Any-Shot Object Detection and Segmentation CVPR 2021 PROVIDE: a probabilistic framework for unsupervised video decomposition UAI 2021 TriBERT: Human-centric Audio-visual Representation Learning NIPS 2021 Person-in-Context Synthesis With Compositional Structural Space WACV 2021 Saliency-Guided Image Translation CVPR 2021 Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction CVPR 2020 Generating Videos of Zero-Shot Compositions of Actions and Objects ECCV 2020 Improved Few-Shot Visual Classification CVPR 2020 Neural Sequential Phrase Grounding (SeqGROUND) CVPR 2019 Multilevel Language and Vision Integration for Text-to-Clip Retrieval AAAI 2019 A Variational Auto-Encoder Model for Stochastic Point Processes CVPR 2019 Image Generation From Layout CVPR 2019 AttentionRNN: A Structured Spatial Attention Mechanism ICCV 2019 G3raphGround: Graph-Based Language Grounding ICCV 2019 Watch, Listen and Tell: Multi-Modal Weakly Supervised Dense Event Captioning ICCV 2019 LayoutVAE: Stochastic Scene Layout Generation From a Label Set ICCV 2019 Mixture-Kernel Graph Attention Network for Situation Recognition ICCV 2019 Show Me a Story: Towards Coherent Neural Story Illustration CVPR 2018 A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH) CVPR 2018 Middle-Out Decoding NIPS 2018 Probabilistic Video Generation using Holistic Attribute Control ECCV 2018 Modular Generative Adversarial Networks ECCV 2018 Weakly-Supervised Visual Grounding of Phrases With Linguistic Structures CVPR 2017 Visual Reference Resolution using Attention Memory for Visual Dialog NIPS 2017 Non-parametric Structured Output Networks NIPS 2017 Semi-Supervised Vocabulary-Informed Learning CVPR 2016 Learning Activity Progression in LSTMs for Activity Detection and Early Detection CVPR 2016 Harnessing Object and Scene Semantics for Large-Scale Video Understanding CVPR 2016 Ranking and Retrieval of Image Sequences From Multiple Paragraph Queries CVPR 2015 Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015 Joint Photo Stream and Blog Post Summarization and Exploration CVPR 2015 Space-Time Tree Ensemble for Action Recognition CVPR 2015 Storyline Representation of Egocentric Videos With an Applications to Story-Based Search ICCV 2015 Joint Summarization of Large-scale Collections of Web Images and Videos for Storyline Reconstruction CVPR 2014 A Unified Semantic Embedding: Relating Taxonomies and Attributes NIPS 2014 Poselet Key-Framing: A Model for Human Activity Recognition CVPR 2013 From Subcategories to Visual Composites: A Multi-level Framework for Object Detection ICCV 2013 Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization NIPS 2013 Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines NIPS 2011 Combined discriminative and generative articulated pose and non-rigid shape estimation NIPS 2007