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Research Publications
Our publications by year
Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives
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BoDiffusion: Diffusing Sparse Observations for Full-Body Human MotionSynthesis
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STRIDE: Street View-based Environmental Feature Detection and Pedestrian Collision Prediction
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Piglet: Pixel-level grounding of language expressions with transformers
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FeST: Learning Spatio-Temporal Priors for Fetal Brain MRI Segmentation
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Matis: Masked-attention transformers for surgical instrument segmentation
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SEPAL: Spatial Gene Expression Prediction from Local Graphs
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Guarding the Guardians: Automated Analysis of Online Child Sexual Abuse
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JOB-VS: JOINT BRAIN-VESSEL SEGMENTATION IN TOF-MRA IMAGES
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Towards Holistic Surgical Scene Understanding
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Towards Assessing and Characterizing the Semantic Robustness of Face Recognition
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QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation–Analysis of Ranking Metrics and Benchmarking Results
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SURGICAL INSTRUMENT GROUNDING FOR ROBOT-ASSISTED INTERVENTIONS
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MIcro-surgical anastomose workflow recognition challenge report
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EGO4D: AROUND THE WORLD IN 3,000 HOURS OF EGOCENTRIC VIDEO
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PANOPTIC NARRATIVE GROUNDING
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A HIERARCHICAL ASSESSMENT OF ADVERSARIAL SEVERITY
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ENHANCING ADVERSARIAL ROBUSTNESS VIA TEST-TIME TRANSFORMATION ENSEMBLING
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GENERALIZED REAL-WORLD SUPER-RESOLUTION THROUGH ADVERSARIAL ROBUSTNESS
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TOWARDS ROBUST GENERAL MEDICAL IMAGE SEGMENTATION
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SAMA: SPATIALLY-AWARE MULTIMODAL NETWORK WITH ATTENTION FOR EARLY LUNG CANCER DIAGNOSIS
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MAIN: Multi-Attention Instance Network for Video Segmentation
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Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge
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The medical segmentation decathlon
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Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge
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PHARMANET: PHARMACEUTICAL DISCOVERY WITH DEEP RECURRENT NEURAL NETWORKS
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LUCAS: LUNG CANCER SCREENING WITH MULTIMODAL BIOMARKERS
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ULTRAGAN: ULTRASOUND ENHANCEMENT THROUGH ADVERSARIAL GENERATION
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ADVPC: TRANSFERABLE ADVERSARIAL PERTURBATIONS ON 3D POINT CLOUDS
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SMART POOLING: AI POWERED COVID-19 TESTING
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SIMBA: Specific Identity Markers for Bone Age Assessment
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ISINET: AN INSTANCE-BASED APPROACH FOR SURGICAL INSTRUMENT SEGMENTATION
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AUTOMATED LUNG CANCER DIAGNOSIS USING THREE-DIMENSIONAL CONVOLUTIONAL NEURAL NETWORKS
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ACTIVE SPEAKERS IN CONTEXT
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ROBUST MEDICAL INSTRUMENT SEGMENTATION CHALLENGE 2019
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GABOR LAYERS ENHANCE NETWORK ROBUSTNES
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AN EMPIRICAL STUDY ON GLOBAL BONE AGE ASSESSMENT
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HAND POSE ESTIMATION FOR PEDIATRIC BONE AGE ASSESSMENT
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LEARNING TO SEGMENT BRAIN TUMORS
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SMIT: STOCHASTIC MULTI-LABEL IMAGE-TO-IMAGE TRANSLATION
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FINDING FOUR-LEAF CLOVERS: A BENCHMARK FOR FINE-GRAINED OBJECT LOCALIZATION
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DYNAMIC MULTIMODAL INSTANCE SEGMENTATION GUIDED BY NATURAL LANGUAGE QUERIES
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MULTI-VIEW DYNAMIC FACIAL ACTION UNIT DETECTION
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LIGHT-SHEET ENHANCED RESOLUTION OF LIGHT FIELD MICROSCOPY FOR RAPID IMAGING OF LARGE VOLUMES
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AUTOMATIC DIABETIC RETINOPATHY CLASSIFICATION
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BONE AGE DETECTION VIA CARPOGRAM ANALYSIS USING CONVOLUTIONAL NEURAL NETWORKS
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VOLUMETRIC MULTIMODALITY NEURAL NETWORK FOR BRAIN TUMOR SEGMENTATION
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RECOGNITION OF SKIN MELANOMA THROUGH DERMOSCOPIC IMAGE ANALYSIS
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AUTOMATED DETECTION OF LUNG NODULES WITH THREE-DIMENSIONAL CONVOLUTIONAL NEURAL NETWORKS
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LEARNING TO SEGMENT MOUSE EMBRYO CELLS
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THE 2017 DAVIS CHALLENGE ON VIDEO OBJECT SEGMENTATION
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BRAIN TUMOR SEGMENTATION AND PARSING ON MRIS USING MULTIRESOLUTION NEURAL NETWORKS
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CONVOLUTIONAL ORIENTED BOUNDARIES: FROM IMAGE SEGMENTATION TO HIGH-LEVEL TASKS
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OBJECT INSTANCE SEGMENTATION AND FINE-GRAINED LOCALIZATION USING HYPERCOLUMNS
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MULTISCALE COMBINATORIAL GROUPING FOR IMAGE SEGMENTATION AND OBJECT PROPOSAL GENERATION
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DEEP RETINAL IMAGE UNDERSTANDING
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ANALYSIS OF PHOW REPRESENTATIONS FOR ALZHEIMER DISEASE CLASSIFICATION ON BRAIN STRUCTURAL MRI
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CONVOLUTIONAL ORIENTED BOUNDARIES
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THE THREE R’S OF COMPUTER VISION: RECOGNITION, RECONSTRUCTION AND REORGANIZATION
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HYPERCOLUMNS FOR OBJECT SEGMENTATION AND FINE-GRAINED LOCALIZATION
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ALIGNING 3D MODELS TO RGB-D IMAGES OF CLUTTERED SCENES
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LEARNING TO SEGMENT MOVING OBJECTS IN VIDEOS
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INDOOR SCENE UNDERSTANDING WITH RGB-D IMAGES: BOTTOM-UP SEGMENTATION, OBJECT DETECTION AND SEMANTIC SEGMENTATION
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GROUPING-BASED LOW-RANK TRAJECTORY COMPLETION AND 3D RECONSTRUCTION
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LEARNING RICH FEATURES FROM RGB-D IMAGES FOR OBJECT DETECTION AND SEGMENTATION
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SIMULTANEOUS DETECTION AND SEGMENTATION
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AUTOMATED PARTICLE CORRESPONDENCE AND ACCURATE TILT-AXIS DETECTION IN TILTED-IMAGE PAIRS
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MULTISCALE COMBINATORIAL GROUPING
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A DISCRIMINANT MULTI-SCALE HISTOPATHOLOGY DESCRIPTOR USING DICTIONARY LEARNING
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VOLUMETRIC SEMANTIC SEGMENTATION USING PYRAMID CONTEXT FEATURES
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OPTIMAL AND FAST ROTATIONAL ALIGNMENT OF VOLUMES WITH MISSING DATA IN FOURIER SPACE
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PERCEPTUAL ORGANIZATION AND RECOGNITION OF INDOOR SCENES FROM RGBD IMAGES
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ARTICULATED POSE ESTIMATION USING DISCRIMINATIVE ARMLET CLASSIFIERS
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ELECTRON MICROSCOPY OF BIOTINYLATED PROTEIN COMPLEXES BOUND TO STREPTAVIDIN MONOLAYER CRYSTALS
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AUTOMATED TUBERCULOSIS DIAGNOSIS USING FLUORESCENCE IMAGES FROM A MOBILE MICROSCOPE
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SEMANTIC SEGMENTATION USING REGIONS AND PARTS
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SEMANTIC CONTOURS FROM INVERSE DETECTORS
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OCCLUSION BOUNDARY DETECTION AND FIGURE/GROUND ASSIGNMENT FROM OPTICAL FLOW
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CONTOUR DETECTION AND HIERARCHICAL IMAGE SEGMENTATION
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EXPERIMENTAL EVALUATION OF SUPPORT VECTOR MACHINE-BASED AND CORRELATION-BASED APPROACHES TO AUTOMATIC PARTICLE SELECTION
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FINDING SEMANTIC STRUCTURES IN IMAGE HIERARCHIES USING LAPLACIAN GRAPH ENERGY
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CONTEXT BY REGION ANCESTRY
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FROM CONTOURS TO REGIONS: AN EMPIRICAL EVALUATION
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RECOGNITION USING REGIONS
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USING CONTOURS TO DETECT AND LOCALIZE JUNCTIONS IN NATURAL IMAGES
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CONSTRAINED IMAGE SEGMENTATION FROM HIERARCHICAL BOUNDARIES
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BOUNDARY EXTRACTION IN NATURAL IMAGES USING ULTRAMETRIC CONTOUR MAPS
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A METRIC APPROACH TO VECTOR-VALUED IMAGE SEGMENTATION
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UNE APPROCHE METRIQUE POUR LA SEGMENTATION D’IMAGES
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SEGMENTATION D’IMAGES COULEUR PAR PARTITIONS DE VORONOI
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SEGMENTATION D’IMAGES VECTORIELLES PAR PARTITIONS DE VORONOI GENERALISEES
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ENERGY PARTITIONS AND IMAGE SEGMENTATION
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GENERALIZED VORONOI TESSELLATIONS FOR VECTOR-VALUED IMAGE SEGMENTATION
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THE EXTREMA EDGES
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PATH VARIATION AND IMAGE SEGMENTATION
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PARTITIONS D’ENERGIE ET SEGMENTATION D’IMAGES
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