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Martial Hebert

55 papers · 2005–2025 · 12 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (20) πŸ—ΊοΈ Taxonomy Completionist (88) 🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (11) 🏠 Conference Loyalist (20) πŸ† Grand Slam πŸ† Keyword Champion (2) 🀝 Dynamic Duo (18) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution ⚑ Prolific Year (8) πŸ—ƒοΈ Keyword Collector (240) πŸš€ Conference Pioneer πŸ’Ž Century Club (55) πŸ”₯ Unstoppable (14) πŸ“ˆ Trend Setter

Conferences

CVPR (20) ICCV (14) NIPS (6) RSS (4) ECCV (2) ICLR (2) WACV (2) AAAI (1) AISTATS (1) CORL (1) ICML (1) IJCAI (1)

Top co-authors

Yu-Xiong Wang (18) Zhipeng Bao (9) Abhinav Gupta (9) Ishan Misra (5) Jean Ponce (5) Pavel Tokmakov (5) Arun Venkatraman (4) J. Andrew Bagnell (4) Shuhong Zheng (4) Matthew Trager (4)

Keywords

few-shot learning (7) convolutional neural network (6) semantic segmentation (6) unsupervised learning (5) scene understanding (5) transfer learning (5) representation learning (4) multi-view geometry (4) depth estimation (3) object detection (3) 3d reconstruction (3) multi-task learning (3) image classification (3) image synthesis (2) 3d scene understanding (2) structure from motion (2) motion segmentation (2) self-supervised learning (2) computer vision (2) structured prediction (2)

Papers

Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models ICLR 2025
ReferEverything: Towards Segmenting Everything We Can Speak of in Videos ICCV 2025
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding NIPS 2024
Beyond RGB: Scene-Property Synthesis With Neural Radiance Fields WACV 2023
Multi-task View Synthesis with Neural Radiance Fields ICCV 2023
Object Discovery From Motion-Guided Tokens CVPR 2023
Generative Modeling for Multi-task Visual Learning ICML 2022
Deep Projective Rotation Estimation through Relative Supervision CORL 2022
Learning Continuous Implicit Representation for Near-Periodic Patterns ECCV 2022
Discovering Objects That Can Move CVPR 2022
Approximate Differentiable Rendering with Algebraic Surfaces ECCV 2022
Bowtie Networks: Generative Modeling for Joint Few-Shot Recognition and Novel-View Synthesis ICLR 2021
Learning To Hallucinate Examples From Extrinsic and Intrinsic Supervision ICCV 2021
Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions WACV 2020
Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry CVPR 2019
Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing AAAI 2019
Multispectral Imaging for Fine-Grained Recognition of Powders on Complex Backgrounds CVPR 2019
Meta-Learning to Detect Rare Objects ICCV 2019
Learning Compositional Representations for Few-Shot Recognition ICCV 2019
Image Deformation Meta-Networks for One-Shot Learning CVPR 2019
A Structured Model for Action Detection CVPR 2019
Deep Material-Aware Cross-Spectral Stereo Matching CVPR 2018
Learning by Asking Questions CVPR 2018
Low-Shot Learning From Imaginary Data CVPR 2018
From Red Wine to Red Tomato: Composition With Context CVPR 2017
Predictive-State Decoders: Encoding the Future into Recurrent Networks NIPS 2017
Gradient Boosting on Stochastic Data Streams AISTATS 2017
Learning to Model the Tail NIPS 2017
General Models for Rational Cameras and the Case of Two-Slit Projections CVPR 2017
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection ICCV 2017
The Pose Knows: Video Forecasting by Generating Pose Futures ICCV 2017
Growing a Brain: Fine-Tuning by Increasing Model Capacity CVPR 2017
Consistency of Silhouettes and Their Duals CVPR 2016
Learning from Small Sample Sets by Combining Unsupervised Meta-Training with CNNs NIPS 2016
Inference Machines for Nonparametric Filter Learning IJCAI 2016
Cross-Stitch Networks for Multi-Task Learning CVPR 2016
Autonomy Infused Teleoperation with Application to BCI Manipulation RSS 2015
Watch and Learn: Semi-Supervised Learning for Object Detectors From Video CVPR 2015
The Joint Image Handbook ICCV 2015
Single Image 3D Without a Single 3D Image ICCV 2015
Dense Optical Flow Prediction From a Static Image ICCV 2015
Predicting Multiple Structured Visual Interpretations ICCV 2015
Inferring 3D Layout of Building Facades From a Single Image CVPR 2015
Model Recommendation: Generating Object Detectors From Few Samples CVPR 2015
Trinocular Geometry Revisited CVPR 2014
Patch to the Future: Unsupervised Visual Prediction CVPR 2014
Predicting Failures of Vision Systems CVPR 2014
Style-Aware Mid-level Representation for Discovering Visual Connections in Space and Time ICCV 2013
Data-Driven 3D Primitives for Single Image Understanding ICCV 2013
3DNN: Viewpoint Invariant 3D Geometry Matching for Scene Understanding ICCV 2013
Contextual Sequence Prediction with Application to Control Library Optimization RSS 2012
Estimating Spatial Layout of Rooms using Volumetric Reasoning about Objects and Surfaces NIPS 2010
An Integer Projected Fixed Point Method for Graph Matching and MAP Inference NIPS 2009
Data Structure for Efficient Processing in 3-D RSS 2005
Active Learning For Outdoor Obstacle Detection RSS 2005