Leonid Sigal

74 papers · 2007–2026 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) 🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (7) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (19) 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (8) 🏠 Conference Loyalist (30) 🔬 Deep Specialist (13) 🧬 Topic Evolution 🏆 Keyword Champion (3) 🌱 Topic Pioneer 🏆 Grand Slam ⚡ Prolific Year (8) 🗃️ Keyword Collector (356) ❓ The Questioner (2) 💎 Century Club (74) 📈 Trend Setter 🔥 Unstoppable (14) 🚀 Conference Pioneer

Conferences

CVPR (30) NIPS (12) ICCV (9) ECCV (7) WACV (6) ACL (2) EMNLP (2) ICLR (2) ICML (2) AAAI (1) UAI (1)

Top co-authors

Mohammed Suhail (6) Greg Mori (6) Siddhesh Khandelwal (5) Tanzila Rahman (4) Raghav Goyal (4) Andreas Lehrmann (4) Aditya Chinchure (4) Michalis Raptis (4) Gunhee Kim (4) Renjie Liao (4)

Keywords

object detection (10) weakly supervised learning (6) few-shot learning (5) video understanding (5) multimodal learning (5) zero-shot learning (5) action recognition (4) scene graph generation (4) neural network (4) image generation (4) semantic segmentation (4) weakly-supervised learning (3) relation prediction (3) latent variable model (3) visual reasoning (3) attention mechanism (3) image segmentation (3) multi-modal learning (3) temporal modeling (3) visual grounding (3)

Papers

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