Yuille, Alan

145 publications

TMLR 2026 ReVision: Refining Video Diffusion with Explicit 3D Motion Modeling Qihao Liu, Ju He, Qihang Yu, Liang-Chieh Chen, Alan Yuille

ICCV 2025 3DSRBench: A Comprehensive 3D Spatial Reasoning Benchmark Wufei Ma, Haoyu Chen, Guofeng Zhang, Yu-Cheng Chou, Jieneng Chen, Celso de Melo, Alan Yuille

TMLR 2025 ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning Sucheng Ren, Hongru Zhu, Chen Wei, Yijiang Li, Alan Yuille, Cihang Xie

CVPR 2025 Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency Feng Wang, Timing Yang, Yaodong Yu, Sucheng Ren, Guoyizhe Wei, Angtian Wang, Wei Shao, Yuyin Zhou, Alan Yuille, Cihang Xie

NeurIPS 2025 Are Pixel-Wise Metrics Reliable for Computerized Tomography Reconstruction? Tianyu Lin, Xinran Li, Chuntung Zhuang, Qi Chen, Yuanhao Cai, Kai Ding, Alan Yuille, Zongwei Zhou

ICLR 2025 Autoregressive Pretraining with Mamba in Vision Sucheng Ren, Xianhang Li, Haoqin Tu, Feng Wang, Fangxun Shu, Lei Zhang, Jieru Mei, Linjie Yang, Peng Wang, Heng Wang, Alan Yuille, Cihang Xie

ICCV 2025 Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-Stage Image-to-3D Generation and Reconstruction Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan Yuille

ICCV 2025 Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation Sucheng Ren, Qihang Yu, Ju He, Xiaohui Shen, Alan Yuille, Liang-Chieh Chen

ICLR 2025 Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering Xingrui Wang, Wufei Ma, Angtian Wang, Shuo Chen, Adam Kortylewski, Alan Yuille

WACV 2025 EasyRet3D: Uncalibrated Multi-View Multi-Human 3D Reconstruction and Tracking Junjie Oscar Yin, Ting Li, Jiahao Wang, Yi Zhang, Alan Yuille

ICML 2025 FlowAR: Scale-Wise Autoregressive Image Generation Meets Flow Matching Sucheng Ren, Qihang Yu, Ju He, Xiaohui Shen, Alan Yuille, Liang-Chieh Chen

CVPR 2025 Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution Qihao Liu, Xi Yin, Alan Yuille, Andrew Brown, Mannat Singh

TMLR 2025 Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction Using Depth-Enhanced Diffusion Priors Soumava Paul, Prakhar Kaushik, Alan Yuille

ICLR 2025 GenEx: Generating an Explorable World TaiMing Lu, Tianmin Shu, Alan Yuille, Daniel Khashabi, Jieneng Chen

CVPR 2025 Mamba-Reg: Vision Mamba Also Needs Registers Feng Wang, Jiahao Wang, Sucheng Ren, Guoyizhe Wei, Jieru Mei, Wei Shao, Yuyin Zhou, Alan Yuille, Cihang Xie

ICCV 2025 Medical World Model Yijun Yang, Zhao-Yang Wang, Qiuping Liu, Shuwen Sun, Kang Wang, Rama Chellappa, Zongwei Zhou, Alan Yuille, Lei Zhu, Yu-Dong Zhang, Jieneng Chen

NeurIPS 2025 OmniVCus: Feedforward Subject-Driven Video Customization with Multimodal Control Conditions Yuanhao Cai, He Zhang, Xi Chen, Jinbo Xing, Yiwei Hu, Yuqian Zhou, Kai Zhang, Zhifei Zhang, Soo Ye Kim, Tianyu Wang, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan Yuille

NeurIPS 2025 PanTS: The Pancreatic Tumor Segmentation Dataset Wenxuan Li, Xinze Zhou, Qi Chen, Tianyu Lin, Pedro R. A. S. Bassi, Xiaoxi Chen, Chen Ye, Zheren Zhu, Kai Ding, Heng Li, Kang Wang, Yang Yang, Yucheng Tang, Daguang Xu, Alan Yuille, Zongwei Zhou

ICLRW 2025 PartInstruct: Part-Level Instruction Following for Fine-Grained Robot Manipulation Yifan Yin, Zhengtao Han, Shivam Aarya, Shuhang Xu, Jianxin Wang, Jiawei Peng, Angtian Wang, Alan Yuille, Tianmin Shu

ICCV 2025 RadGPT: Constructing 3D Image-Text Tumor Datasets Pedro R.A.S. Bassi, Mehmet Can Yavuz, Ibrahim Ethem Hamamci, Sezgin Er, Xiaoxi Chen, Wenxuan Li, Bjoern Menze, Sergio Decherchi, Andrea Cavalli, Kang Wang, Yang Yang, Alan Yuille, Zongwei Zhou

TMLR 2025 SPFormer: Enhancing Vision Transformer with Superpixel Representation Jieru Mei, Liang-Chieh Chen, Alan Yuille, Cihang Xie

ICCV 2025 Scaling 3D Compositional Models for Robust Classification and Pose Estimation Xiaoding Yuan, Guofeng Zhang, Prakhar Kaushik, Artur Jesslen, Adam Kortylewski, Alan Yuille

ICML 2025 Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens and More Feng Wang, Yaodong Yu, Wei Shao, Yuyin Zhou, Alan Yuille, Cihang Xie

ICCV 2025 Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data Qi Chen, Xinze Zhou, Chen Liu, Hao Chen, Wenxuan Li, Zekun Jiang, Ziyan Huang, Yuxuan Zhao, Dexin Yu, Junjun He, Yefeng Zheng, Ling Shao, Alan Yuille, Zongwei Zhou

CVPR 2025 Spatial457: A Diagnostic Benchmark for 6d Spatial Reasoning of Large Mutimodal Models Xingrui Wang, Wufei Ma, Tiezheng Zhang, Celso M de Melo, Jieneng Chen, Alan Yuille

CVPR 2025 SpatialLLM: A Compound 3D-Informed Design Towards Spatially-Intelligent Large Multimodal Models Wufei Ma, Luoxin Ye, Celso M de Melo, Alan Yuille, Jieneng Chen

NeurIPS 2025 SpatialReasoner: Towards Explicit and Generalizable 3D Spatial Reasoning Wufei Ma, Yu-Cheng Chou, Qihao Liu, Xingrui Wang, Celso M de Melo, Jianwen Xie, Alan Yuille

ICCV 2025 VideoAuteur: Towards Long Narrative Video Generation Junfei Xiao, Feng Cheng, Lu Qi, Liangke Gui, Yang Zhao, Shanchuan Lin, Jiepeng Cen, Zhibei Ma, Alan Yuille, Lu Jiang

NeurIPS 2025 Vision‑Language‑Vision Auto‑Encoder: Scalable Knowledge Distillation from Diffusion Models Tiezheng Zhang, Yitong Li, Yu-Cheng Chou, Jieneng Chen, Alan Yuille, Chen Wei, Junfei Xiao

CVPR 2024 A Bayesian Approach to OOD Robustness in Image Classification Prakhar Kaushik, Adam Kortylewski, Alan Yuille

ECCV 2024 A Semantic Space Is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties Junfei Xiao, Ziqi Zhou, Wenxuan Li, Shiyi Lan, Jieru Mei, Zhiding Yu, Bingchen Zhao, Alan Yuille, Yuyin Zhou, Cihang Xie

TMLR 2024 A Simple Video Segmenter by Tracking Objects Along Axial Trajectories Ju He, Qihang Yu, Inkyu Shin, Xueqing Deng, Alan Yuille, Xiaohui Shen, Liang-Chieh Chen

CVPR 2024 Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-Modal Language Models Shitian Zhao, Zhuowan Li, Yadong Lu, Alan Yuille, Yan Wang

CVPR 2024 DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data Qihao Liu, Yi Zhang, Song Bai, Adam Kortylewski, Alan Yuille

CVPR 2024 De-Diffusion Makes Text a Strong Cross-Modal Interface Chen Wei, Chenxi Liu, Siyuan Qiao, Zhishuai Zhang, Alan Yuille, Jiahui Yu

ICLR 2024 Discovering Failure Modes of Text-Guided Diffusion Models via Adversarial Search Qihao Liu, Adam Kortylewski, Yutong Bai, Song Bai, Alan Yuille

NeurIPS 2024 Efficient Large Multi-Modal Models via Visual Context Compression Jieneng Chen, Luoxin Ye, Ju He, Zhao-Yang Wang, Daniel Khashabi, Alan Yuille

TMLR 2024 FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning Peiran Xu, Zeyu Wang, Jieru Mei, Liangqiong Qu, Alan Yuille, Cihang Xie, Yuyin Zhou

ECCV 2024 From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation Yunfei Xie, Cihang Xie, Alan Yuille, Jieru Mei

ICLR 2024 Generating Images with 3D Annotations Using Diffusion Models Wufei Ma, Qihao Liu, Jiahao Wang, Angtian Wang, Xiaoding Yuan, Yi Zhang, Zihao Xiao, Guofeng Zhang, Beijia Lu, Ruxiao Duan, Yongrui Qi, Adam Kortylewski, Yaoyao Liu, Alan Yuille

NeurIPS 2024 HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting Yuanhao Cai, Zihao Xiao, Yixun Liang, Minghan Qin, Yulun Zhang, Xiaokang Yang, Yaoyao Liu, Alan Yuille

ICLR 2024 How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li, Alan Yuille, Zongwei Zhou

ECCV 2024 IG Captioner: Information Gain Captioners Are Strong Zero-Shot Classifiers Chenglin Yang, Siyuan Qiao, Yuan Cao, Yu Zhang, Tao Zhu, Alan Yuille, Jiahui Yu

NeurIPS 2024 ImageNet3D: Towards General-Purpose Object-Level 3D Understanding Wufei Ma, Guofeng Zhang, Qihao Liu, Guanning Zeng, Adam Kortylewski, Yaoyao Liu, Alan Yuille

ECCV 2024 NOVUM: Neural Object Volumes for Robust Object Classification Artur Jesslen, Guofeng Zhang, Angtian Wang, Wufei Ma, Alan Yuille, Adam Kortylewski

WACV 2024 Neural Textured Deformable Meshes for Robust Analysis-by-Synthesis Angtian Wang, Wufei Ma, Alan Yuille, Adam Kortylewski

ECCV 2024 Radiative Gaussian Splatting for Efficient X-Ray Novel View Synthesis Yuanhao Cai, Yixun Liang, Jiahao Wang, Angtian Wang, Yulun Zhang, Xiaokang Yang, Zongwei Zhou, Alan Yuille

ICML 2024 Rejuvenating Image-GPT as Strong Visual Representation Learners Sucheng Ren, Zeyu Wang, Hongru Zhu, Junfei Xiao, Alan Yuille, Cihang Xie

ECCV 2024 Rethinking Video-Text Understanding: Retrieval from Counterfactually Augmented Data Wufei Ma, Kai Li, Zhongshi Jiang, Moustafa Meshry, Qihao Liu, Huiyu Wang, Christian Haene, Alan Yuille

WACV 2024 Robust Category-Level 3D Pose Estimation from Diffusion-Enhanced Synthetic Data Jiahao Yang, Wufei Ma, Angtian Wang, Xiaoding Yuan, Alan Yuille, Adam Kortylewski

ECCV 2024 SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference Feng Wang, Jieru Mei, Alan Yuille

ICLR 2024 Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation Prakhar Kaushik, Aayush Mishra, Adam Kortylewski, Alan Yuille

CVPR 2024 Structure-Aware Sparse-View X-Ray 3D Reconstruction Yuanhao Cai, Jiahao Wang, Alan Yuille, Zongwei Zhou, Angtian Wang

CVPR 2024 Towards Generalizable Tumor Synthesis Qi Chen, Xiaoxi Chen, Haorui Song, Zhiwei Xiong, Alan Yuille, Chen Wei, Zongwei Zhou

TMLR 2024 Unleashing the Power of Visual Prompting at the Pixel Level Junyang Wu, Xianhang Li, Chen Wei, Huiyu Wang, Alan Yuille, Yuyin Zhou, Cihang Xie

CVPR 2024 ViTamin: Designing Scalable Vision Models in the Vision-Language Era Jieneng Chen, Qihang Yu, Xiaohui Shen, Alan Yuille, Liang-Chieh Chen

ECCV 2024 iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Tom Fischer, Yaoyao Liu, Artur Jesslen, Noor Ahmed, Prakhar Kaushik, Angtian Wang, Alan Yuille, Adam Kortylewski, Eddy Ilg

ICCV 2023 3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation Yi Zhang, Pengliang Ji, Angtian Wang, Jieru Mei, Adam Kortylewski, Alan Yuille

ICCV 2023 Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape Jiacong Xu, Yi Zhang, Jiawei Peng, Wufei Ma, Artur Jesslen, Pengliang Ji, Qixin Hu, Jiehua Zhang, Qihao Liu, Jiahao Wang, Wei Ji, Chen Wang, Xiaoding Yuan, Prakhar Kaushik, Guofeng Zhang, Jie Liu, Yushan Xie, Yawen Cui, Alan Yuille, Adam Kortylewski

ICCV 2023 CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection Jie Liu, Yixiao Zhang, Jie-Neng Chen, Junfei Xiao, Yongyi Lu, Bennett A Landman, Yixuan Yuan, Alan Yuille, Yucheng Tang, Zongwei Zhou

WACV 2023 CORL: Compositional Representation Learning for Few-Shot Classification Ju He, Adam Kortylewski, Alan Yuille

ICCV 2023 CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans Jieneng Chen, Yingda Xia, Jiawen Yao, Ke Yan, Jianpeng Zhang, Le Lu, Fakai Wang, Bo Zhou, Mingyan Qiu, Qihang Yu, Mingze Yuan, Wei Fang, Yuxing Tang, Minfeng Xu, Jian Zhou, Yuqian Zhao, Qifeng Wang, Xianghua Ye, Xiaoli Yin, Yu Shi, Xin Chen, Jingren Zhou, Alan Yuille, Zaiyi Liu, Ling Zhang

WACV 2023 CoKe: Contrastive Learning for Robust Keypoint Detection Yutong Bai, Angtian Wang, Adam Kortylewski, Alan Yuille

WACV 2023 Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification Junfei Xiao, Yutong Bai, Alan Yuille, Zongwei Zhou

ICCV 2023 Diffusion Models as Masked Autoencoders Chen Wei, Karttikeya Mangalam, Po-Yao Huang, Yanghao Li, Haoqi Fan, Hu Xu, Huiyu Wang, Cihang Xie, Alan Yuille, Christoph Feichtenhofer

ICLR 2023 MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models Chenglin Yang, Siyuan Qiao, Qihang Yu, Xiaoding Yuan, Yukun Zhu, Alan Yuille, Hartwig Adam, Liang-Chieh Chen

ICCV 2023 SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-Training Yuanze Lin, Chen Wei, Huiyu Wang, Alan Yuille, Cihang Xie

MIDL 2023 Unsupervised Domain Adaptation Through Shape Modeling for Medical Image Segmentation Yuan Yao, Fengze Liu, Zongwei Zhou, Yan Wang, Wei Shen, Alan Yuille, Yongyi Lu

ICLR 2023 VoGE: A Differentiable Volume Renderer Using Gaussian Ellipsoids for Analysis-by-Synthesis Angtian Wang, Peng Wang, Jian Sun, Adam Kortylewski, Alan Yuille

ICLR 2023 Which Layer Is Learning Faster? a Systematic Exploration of Layer-Wise Convergence Rate for Deep Neural Networks Yixiong Chen, Alan Yuille, Zongwei Zhou

CVPR 2022 A Simple Data Mixing Prior for Improving Self-Supervised Learning Sucheng Ren, Huiyu Wang, Zhengqi Gao, Shengfeng He, Alan Yuille, Yuyin Zhou, Cihang Xie

CVPR 2022 Amodal Segmentation Through Out-of-Task and Out-of-Distribution Generalization with a Bayesian Model Yihong Sun, Adam Kortylewski, Alan Yuille

CVPR 2022 CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation Qihang Yu, Huiyu Wang, Dahun Kim, Siyuan Qiao, Maxwell Collins, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

ECCV 2022 CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation Feng Wang, Huiyu Wang, Chen Wei, Alan Yuille, Wei Shen

ECCV 2022 Coarse-to-Fine Incremental Few-Shot Learning Xiang Xiang, Yuwen Tan, Qian Wan, Jing Ma, Alan Yuille, Gregory D. Hager

ECCV 2022 Context-Enhanced Stereo Transformer Weiyu Guo, Zhaoshuo Li, Yongkui Yang, Zheng Wang, Russell H. Taylor, Mathias Unberath, Alan Yuille, Yingwei Li

CVPR 2022 DeepFusion: LiDAR-Camera Deep Fusion for Multi-Modal 3D Object Detection Yingwei Li, Adams Wei Yu, Tianjian Meng, Ben Caine, Jiquan Ngiam, Daiyi Peng, Junyang Shen, Yifeng Lu, Denny Zhou, Quoc V. Le, Alan Yuille, Mingxing Tan

ECCV 2022 Explicit Occlusion Reasoning for Multi-Person 3D Human Pose Estimation Qihao Liu, Yi Zhang, Song Bai, Alan Yuille

ICLR 2022 Fast AdvProp Jieru Mei, Yucheng Han, Yutong Bai, Yixiao Zhang, Yingwei Li, Xianhang Li, Alan Yuille, Cihang Xie

ICLR 2022 Image BERT Pre-Training with Online Tokenizer Jinghao Zhou, Chen Wei, Huiyu Wang, Wei Shen, Cihang Xie, Alan Yuille, Tao Kong

ECCV 2022 In Defense of Image Pre-Training for Spatiotemporal Recognition Xianhang Li, Huiyu Wang, Chen Wei, Jieru Mei, Alan Yuille, Yuyin Zhou, Cihang Xie

ECCV 2022 In Defense of Online Models for Video Instance Segmentation Junfeng Wu, Qihao Liu, Yi Jiang, Song Bai, Alan Yuille, Xiang Bai

ECCV 2022 K-Means Mask Transformer Qihang Yu, Huiyu Wang, Siyuan Qiao, Maxwell Collins, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

CVPR 2022 Learning Part Segmentation Through Unsupervised Domain Adaptation from Synthetic Vehicles Qing Liu, Adam Kortylewski, Zhishuai Zhang, Zizhang Li, Mengqi Guo, Qihao Liu, Xiaoding Yuan, Jiteng Mu, Weichao Qiu, Alan Yuille

CoRL 2022 Learning Road Scene-Level Representations via Semantic Region Prediction Zihao Xiao, Alan Yuille, Yi-Ting Chen

CVPR 2022 Learning from Temporal Gradient for Semi-Supervised Action Recognition Junfei Xiao, Longlong Jing, Lin Zhang, Ju He, Qi She, Zongwei Zhou, Alan Yuille, Yingwei Li

CVPR 2022 Lite Vision Transformer with Enhanced Self-Attention Chenglin Yang, Yilin Wang, Jianming Zhang, He Zhang, Zijun Wei, Zhe Lin, Alan Yuille

CVPR 2022 Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei, Haoqi Fan, Saining Xie, Chao-Yuan Wu, Alan Yuille, Christoph Feichtenhofer

ICMLW 2022 OOD-CV: A Benchmark for Robustness to Individual Nuisances in Real-World Out-of-Distribution Shifts Bingchen Zhao, Shaozuo Yu, Wufei Ma, Mingxin Yu, Shenxiao Mei, Angtian Wang, Ju He, Alan Yuille, Adam Kortylewski

ECCV 2022 OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images Bingchen Zhao, Shaozuo Yu, Wufei Ma, Mingxin Yu, Shenxiao Mei, Angtian Wang, Ju He, Alan Yuille, Adam Kortylewski

ECCV 2022 PartImageNet: A Large, High-Quality Dataset of Parts Ju He, Shuo Yang, Shaokang Yang, Adam Kortylewski, Xiaoding Yuan, Jie-Neng Chen, Shuai Liu, Cheng Yang, Qihang Yu, Alan Yuille

CVPR 2022 Point-Level Region Contrast for Object Detection Pre-Training Yutong Bai, Xinlei Chen, Alexander Kirillov, Alan Yuille, Alexander C. Berg

ECCV 2022 Robust Category-Level 6d Pose Estimation with Coarse-to-Fine Rendering of Neural Features Wufei Ma, Angtian Wang, Alan Yuille, Adam Kortylewski

CVPR 2022 Simulated Adversarial Testing of Face Recognition Models Nataniel Ruiz, Adam Kortylewski, Weichao Qiu, Cihang Xie, Sarah Adel Bargal, Alan Yuille, Stan Sclaroff

CVPR 2022 SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering Vipul Gupta, Zhuowan Li, Adam Kortylewski, Chenyu Zhang, Yingwei Li, Alan Yuille

CVPR 2022 TransMix: Attend to Mix for Vision Transformers Jie-Neng Chen, Shuyang Sun, Ju He, Philip H.S. Torr, Alan Yuille, Song Bai

NeurIPSW 2022 Volumetric Neural Human for Robust Pose Optimization via Analysis-by-Synthesis Pengliang Ji, Angtian Wang, Yi Zhang, Adam Kortylewski, Alan Yuille

ICCV 2021 A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation Jiteng Mu, Weichao Qiu, Adam Kortylewski, Alan Yuille, Nuno Vasconcelos, Xiaolong Wang

ICLR 2021 CO2: Consistent Contrast for Unsupervised Visual Representation Learning Chen Wei, Huiyu Wang, Wei Shen, Alan Yuille

CVPR 2021 CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning Chen Wei, Kihyuk Sohn, Clayton Mellina, Alan Yuille, Fan Yang

ICCV 2021 Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images Zhuowan Li, Elias Stengel-Eskin, Yixiao Zhang, Cihang Xie, Quan Hung Tran, Benjamin Van Durme, Alan Yuille

CVPR 2021 Deeply Shape-Guided Cascade for Instance Segmentation Hao Ding, Siyuan Qiao, Alan Yuille, Wei Shen

CVPR 2021 DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution Siyuan Qiao, Liang-Chieh Chen, Alan Yuille

ICCV 2021 Exploring Simple 3D Multi-Object Tracking for Autonomous Driving Chenxu Luo, Xiaodong Yang, Alan Yuille

CVPR 2021 MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

CVPR 2021 Mask Guided Matting via Progressive Refinement Network Qihang Yu, Jianming Zhang, He Zhang, Yilin Wang, Zhe Lin, Ning Xu, Yutong Bai, Alan Yuille

ICLR 2021 NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose Estimation Angtian Wang, Adam Kortylewski, Alan Yuille

CVPR 2021 Progressive Stage-Wise Learning for Unsupervised Feature Representation Enhancement Zefan Li, Chenxi Liu, Alan Yuille, Bingbing Ni, Wenjun Zhang, Wen Gao

CVPR 2021 Robust Instance Segmentation Through Reasoning About Multi-Object Occlusion Xiaoding Yuan, Adam Kortylewski, Yihong Sun, Alan Yuille

CVPR 2021 Self-Supervised Pillar Motion Learning for Autonomous Driving Chenxu Luo, Xiaodong Yang, Alan Yuille

ICLR 2021 Shape-Texture Debiased Neural Network Training Yingwei Li, Qihang Yu, Mingxing Tan, Jieru Mei, Peng Tang, Wei Shen, Alan Yuille, Cihang Xie

NeurIPSW 2021 Understanding Catastrophic Forgetting and Remembering in Continual Learning with Optimal Relevance Mapping Prakhar Kaushik, Adam Kortylewski, Alex Gain, Alan Yuille

CVPR 2021 VIP-DeepLab: Learning Visual Perception with Depth-Aware Video Panoptic Segmentation Siyuan Qiao, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

CVPR 2021 Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency Qing Liu, Vignesh Ramanathan, Dhruv Mahajan, Alan Yuille, Zhenheng Yang

WACV 2020 3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training Yingda Xia, Fengze Liu, Dong Yang, Jinzheng Cai, Lequan Yu, Zhuotun Zhu, Daguang Xu, Alan Yuille, Holger Roth

WACV 2020 Adversarial Examples for Edge Detection: They Exist, and They Transfer Christian Cosgrove, Alan Yuille

ECCV 2020 Are Labels Necessary for Neural Architecture Search? Chenxi Liu, Piotr Dollár, Kaiming He, Ross Girshick, Alan Yuille, Saining Xie

ICLR 2020 AtomNAS: Fine-Grained End-to-End Neural Architecture Search Jieru Mei, Yingwei Li, Xiaochen Lian, Xiaojie Jin, Linjie Yang, Alan Yuille, Jianchao Yang

ECCV 2020 Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang, Yukun Zhu, Bradley Green, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

WACV 2020 Combining Compositional Models and Deep Networks for Robust Object Classification Under Occlusion Adam Kortylewski, Qing Liu, Huiyu Wang, Zhishuai Zhang, Alan Yuille

ICLR 2020 Intriguing Properties of Adversarial Training at Scale Cihang Xie, Alan Yuille

ECCV 2020 JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-Scale Pathological CT Scans Fengze Liu, Jinzheng Cai, Yuankai Huo, Chi-Tung Cheng, Ashwin Raju, Dakai Jin, Jing Xiao, Alan Yuille, Le Lu, ChienHung Liao, Adam P. Harrison

ECCV 2020 Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots Qi Chen, Lin Sun, Zhixin Wang, Kui Jia, Alan Yuille

ECCV 2020 PatchAttack: A Black-Box Texture-Based Attack with Reinforcement Learning Chenglin Yang, Adam Kortylewski, Cihang Xie, Yinzhi Cao, Alan Yuille

ECCV 2020 Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses Yingwei Li, Song Bai, Cihang Xie, Zhenyu Liao, Xiaohui Shen, Alan Yuille

WACV 2020 Resisting Large Data Variations via Introspective Transformation Network Yunhan Zhao, Ye Tian, Charless Fowlkes, Wei Shen, Alan Yuille

WACV 2020 Robust Face Detection via Learning Small Faces on Hard Images Zhishuai Zhang, Wei Shen, Siyuan Qiao, Yan Wang, Bo Wang, Alan Yuille

ICLRW 2019 Structured Prediction Using cGANs with Fusion Discriminator Faisal Mahmood, Wenhao Xu, Nicholas J. Durr, Jeremiah W. Johnson, Alan Yuille

ECCV 2018 Deep Co-Training for Semi-Supervised Image Recognition Siyuan Qiao, Wei Shen, Zhishuai Zhang, Bo Wang, Alan Yuille

ICML 2018 Gradually Updated Neural Networks for Large-Scale Image Recognition Siyuan Qiao, Zhishuai Zhang, Wei Shen, Bo Wang, Alan Yuille

ICLR 2018 Mitigating Adversarial Effects Through Randomization Cihang Xie, Jianyu Wang, Zhishuai Zhang, Zhou Ren, Alan Yuille

ECCV 2018 Progressive Neural Architecture Search Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens, Wei Hua, Li-Jia Li, Li Fei-Fei, Alan Yuille, Jonathan Huang, Kevin Murphy

ECCV 2018 Weakly Supervised Region Proposal Network and Object Detection Peng Tang, Xinggang Wang, Angtian Wang, Yongluan Yan, Wenyu Liu, Junzhou Huang, Alan Yuille

ICCV 2017 Adversarial Examples for Semantic Segmentation and Object Detection Cihang Xie, Jianyu Wang, Zhishuai Zhang, Yuyin Zhou, Lingxi Xie, Alan Yuille

ICCV 2017 Genetic CNN Lingxi Xie, Alan Yuille

ICCV 2017 Multi-Stage Multi-Recursive-Input Fully Convolutional Networks for Neuronal Boundary Detection Wei Shen, Bin Wang, Yuan Jiang, Yan Wang, Alan Yuille

ICCV 2017 Recurrent Multimodal Interaction for Referring Image Segmentation Chenxi Liu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Alan Yuille

ICCV 2017 SORT: Second-Order Response Transform for Visual Recognition Yan Wang, Lingxi Xie, Chenxi Liu, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Qi Tian, Alan Yuille

ICCV 2017 ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond Siyuan Qiao, Wei Shen, Weichao Qiu, Chenxi Liu, Alan Yuille

JMLR 2016 Complexity of Representation and Inference in Compositional Models with Part Sharing Alan Yuille, Roozbeh Mottaghi

ICML 2015 Learning Deep Structured Models Liang-Chieh Chen, Alexander Schwing, Alan Yuille, Raquel Urtasun

CVPR 2014 Detect What You Can: Detecting and Representing Objects Using Holistic Models and Body Parts Xianjie Chen, Roozbeh Mottaghi, Xiaobai Liu, Sanja Fidler, Raquel Urtasun, Alan Yuille

CVPR 2014 The Role of Context for Object Detection and Semantic Segmentation in the Wild Roozbeh Mottaghi, Xianjie Chen, Xiaobai Liu, Nam-Gyu Cho, Seong-Whan Lee, Sanja Fidler, Raquel Urtasun, Alan Yuille

CVPR 2013 Bottom-up Segmentation for Top-Down Detection Sanja Fidler, Roozbeh Mottaghi, Alan Yuille, Raquel Urtasun

CVPR 2013 Boundary Detection Benchmarking: Beyond F-Measures Xiaodi Hou, Alan Yuille, Christof Koch