Alan L. Yuille

CoCa-CXR: Contrastive Captioners Learn Strong Temporal Structures for Chest X-Ray Vision-Language Understanding MICCAI 2025 Learning Segmentation from Radiology Reports MICCAI 2025 Sequential Modeling Enables Scalable Learning for Large Vision Models CVPR 2024 Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? NIPS 2024 Compositor: Bottom-Up Clustering and Compositing for Robust Part and Object Segmentation CVPR 2023 PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation CVPR 2023 InstMove: Instance Motion for Object-Centric Video Segmentation CVPR 2023 Masked Autoencoders Enable Efficient Knowledge Distillers CVPR 2023 SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection CVPR 2023 Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023 Label-Free Liver Tumor Segmentation CVPR 2023 AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks NIPS 2023 Multispectral Video Semantic Segmentation: A Benchmark Dataset and Baseline CVPR 2023 3D-Aware Visual Question Answering about Parts, Poses and Occlusions NIPS 2023 Glance-and-Gaze Vision Transformer NIPS 2021 Are Transformers more robust than CNNs? NIPS 2021 Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose NIPS 2021 Learning From Synthetic Animals CVPR 2020 Neural Architecture Search for Lightweight Non-Local Networks CVPR 2020 Compositional Convolutional Neural Networks: A Deep Architecture With Innate Robustness to Partial Occlusion CVPR 2020 Universal Physical Camouflage Attacks on Object Detectors CVPR 2020 Context-Aware Group Captioning via Self-Attention and Contrastive Features CVPR 2020 Adversarial Examples Improve Image Recognition CVPR 2020 Deep Distance Transform for Tubular Structure Segmentation in CT Scans CVPR 2020 C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation CVPR 2020 Every View Counts: Cross-View Consistency in 3D Object Detection with Hybrid-Cylindrical-Spherical Voxelization NIPS 2020 Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation ECCV 2020 Robust Object Detection Under Occlusion With Context-Aware CompositionalNets CVPR 2020 Prior-Aware Neural Network for Partially-Supervised Multi-Organ Segmentation ICCV 2019 An Alarm System for Segmentation Algorithm Based on Shape Model ICCV 2019 Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization CVPR 2019 Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation CVPR 2019 Feature Denoising for Improving Adversarial Robustness CVPR 2019 Semantic Part Detection via Matching: Learning to Generalize to Novel Viewpoints From Limited Training Data ICCV 2019 Grouped Spatial-Temporal Aggregation for Efficient Action Recognition ICCV 2019 Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval ICCV 2019 Training Deep Neural Networks in Generations: A More Tolerant Teacher Educates Better Students AAAI 2019 Learning Basis Representation to Refine 3D Human Pose Estimations AAAI 2019 Adversarial Attacks Beyond the Image Space CVPR 2019 CRAVES: Controlling Robotic Arm With a Vision-Based Economic System CVPR 2019 CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions CVPR 2019 NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction CVPR 2019 Snapshot Distillation: Teacher-Student Optimization in One Generation CVPR 2019 Improving Transferability of Adversarial Examples With Input Diversity CVPR 2019 ELASTIC: Improving CNNs With Dynamic Scaling Policies CVPR 2019 Elastic Boundary Projection for 3D Medical Image Segmentation CVPR 2019 Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning CVPR 2019 Few-Shot Image Recognition by Predicting Parameters From Activations CVPR 2018 DeepVoting: A Robust and Explainable Deep Network for Semantic Part Detection Under Partial Occlusion CVPR 2018 Deep Regression Forests for Age Estimation CVPR 2018 Single-Shot Object Detection With Enriched Semantics CVPR 2018 Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation CVPR 2018 Multi-Scale Spatially-Asymmetric Recalibration for Image Classification ECCV 2018 Exploiting Symmetry and/or Manhattan Properties for 3D Object Structure Estimation From Single and Multiple Images CVPR 2017 Joint Multi-Person Pose Estimation and Semantic Part Segmentation CVPR 2017 Label Distribution Learning Forests NIPS 2017 Multi-Context Attention for Human Pose Estimation CVPR 2017 Mining 3D Key-Pose-Motifs for Action Recognition CVPR 2016 InterActive: Inter-Layer Activeness Propagation CVPR 2016 SURGE: Surface Regularized Geometry Estimation from a Single Image NIPS 2016 Training and Evaluating Multimodal Word Embeddings with Large-scale Web Annotated Images NIPS 2016 Generation and Comprehension of Unambiguous Object Descriptions CVPR 2016 Semantic Image Segmentation With Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform CVPR 2016 Attention to Scale: Scale-Aware Semantic Image Segmentation CVPR 2016 Weakly- and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation ICCV 2015 Joint Object and Part Segmentation Using Deep Learned Potentials ICCV 2015 One Shot Learning via Compositions of Meaningful Patches ICCV 2015 Modeling Deformable Gradient Compositions for Single-Image Super-Resolution CVPR 2015 Parsing Occluded People by Flexible Compositions CVPR 2015 Towards Unified Depth and Semantic Prediction From a Single Image CVPR 2015 Semantic Part Segmentation Using Compositional Model Combining Shape and Appearance CVPR 2015 Region-Based Temporally Consistent Video Post-Processing CVPR 2015 Learning Like a Child: Fast Novel Visual Concept Learning From Sentence Descriptions of Images ICCV 2015 Scene-Domain Active Part Models for Object Representation ICCV 2015 Robust Estimation of 3D Human Poses from a Single Image CVPR 2014 Beat the MTurkers: Automatic Image Labeling from Weak 3D Supervision CVPR 2014 Single Image Super-resolution using Deformable Patches CVPR 2014 Modeling Image Patches with a Generic Dictionary of Mini-Epitomes CVPR 2014 The Secrets of Salient Object Segmentation CVPR 2014 Learning From Weakly Supervised Data by The Expectation Loss SVM (e-SVM) algorithm NIPS 2014 Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations NIPS 2014 An Approach to Pose-Based Action Recognition CVPR 2013 Robust Estimation of Nonrigid Transformation for Point Set Registration CVPR 2013 Learning a Dictionary of Shape Epitomes with Applications to Image Labeling ICCV 2013 Robust Region Grouping via Internal Patch Statistics CVPR 2013 Gaussian sampling by local perturbations NIPS 2010 Functional form of motion priors in human motion perception NIPS 2010 A unified model of short-range and long-range motion perception NIPS 2010 Modeling the spacing effect in sequential category learning NIPS 2009 Model selection and velocity estimation using novel priors for motion patterns NIPS 2008 Recursive Segmentation and Recognition Templates for 2D Parsing NIPS 2008 The Noisy-Logical Distribution and its Application to Causal Inference NIPS 2007 Rapid Inference on a Novel AND/OR graph for Object Detection, Segmentation and Parsing NIPS 2007 Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing NIPS 2006