← Authors

Alan L. Yuille

94 papers · 2006–2025 · 6 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (22) 🐝 Cross-Pollinator (12) πŸƒ Academic Marathon (19) 🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (13) 🏠 Conference Loyalist (56) πŸ† Keyword Champion 🌱 Topic Pioneer 🀝 Dynamic Duo (12) πŸ‘₯ Mega-Team (53) πŸ”¬ Deep Specialist (21) 🧬 Topic Evolution πŸš€ Conference Pioneer ⚑ Prolific Year (11) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (70) πŸ”₯ Unstoppable (9) πŸ’Ž Century Club (94) ❓ The Questioner (2)

Conferences

CVPR (56) NIPS (21) ICCV (11) AAAI (2) ECCV (2) MICCAI (2)

Top co-authors

Lingxi Xie (12) Cihang Xie (9) Yuyin Zhou (7) Yutong Bai (7) Wei Shen (7) Liang-Chieh Chen (7) Zongwei Zhou (6) Adam Kortylewski (6) George Papandreou (5) Jieneng Chen (5)

Keywords

convolutional neural network (18) semantic segmentation (14) image segmentation (9) image classification (7) medical imaging (7) conditional random field (6) representation learning (6) human pose estimation (6) object detection (6) bayesian inference (5) unsupervised learning (5) computed tomography (5) computer vision (4) transfer learning (4) 3d pose estimation (4) adversarial attack (4) semi-supervised learning (4) dictionary learning (4) few-shot learning (3) action recognition (3)

Papers

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