Label Distribution Learning Forests

Wei Shen, Kai Zhao, Yilu Guo +1

Parsing Semantic Parts of Cars Using Graphical Models and Segment Appearance Consistency

Wenhao Lu, Xiaochen Lian, Alan Yuille

Recurrent Multimodal Interaction for Referring Image Segmentation

Chenxi Liu, Zhe Lin, Xiaohui Shen +3

Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images

Junhua Mao, Wei Xu, Yi Yang +3

Deep Regression Forests for Age Estimation

Wei Shen, Yilu Guo, Yan Wang +3

Parsing Occluded People by Flexible Compositions

Xianjie Chen, Alan Yuille

Robust Face Detection via Learning Small Faces on Hard Images

Zhishuai Zhang, Wei Shen, Siyuan Qiao +3

Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation

Chenxi Liu, Liang-Chieh Chen, Florian Schroff +4

InterActive: Inter-Layer Activeness Propagation

Lingxi Xie, Liang Zheng, Jingdong Wang +2

SORT: Second-Order Response Transform for Visual Recognition

Yan Wang, Lingxi Xie, Chenxi Liu +3

A Meta-Theory of Boundary Detection Benchmarks

Xiaodi Hou, Alan Yuille, Christof Koch

OriNet: A Fully Convolutional Network for 3D Human Pose Estimation

Chenxu Luo, Xiao Chu, Alan Yuille

Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding

Roozbeh Mottaghi, Sanja Fidler, Alan Yuille +2

Multi-Instance Visual-Semantic Embedding

Zhou Ren, Hailin Jin, Zhe Lin +2

The DLR Hierarchy of Approximate Inference

Michal Rosen-Zvi, Michael I. Jordan, Alan Yuille

DOC: Deep OCclusion Estimation From a Single Image

Peng Wang, Alan Yuille

ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond

Siyuan Qiao, Wei Shen, Weichao Qiu +2

UnrealCV: Connecting Computer Vision to Unreal Engine

Weichao Qiu, Alan Yuille

Adversarial Attacks and Defences Competition

Alexey Kurakin, Ian Goodfellow, Samy Bengio +20

Deep Co-Training for Semi-Supervised Image Recognition

Siyuan Qiao, Wei Shen, Zhishuai Zhang +2

Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization

Siyuan Qiao, Zhe Lin, Jianming Zhang +1

Few-Shot Image Recognition by Predicting Parameters from Activations

Siyuan Qiao, Chenxi Liu, Wei Shen +1

Detect What You Can: Detecting and Representing Objects using Holistic Models and Body Parts

Xianjie Chen, Roozbeh Mottaghi, Xiaobai Liu +3

Multi-stage Multi-recursive-input Fully Convolutional Networks for Neuronal Boundary Detection

Wei Shen, Bin Wang, Yuan Jiang +2

Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding

Chenxu Luo, Zhenheng Yang, Peng Wang +4

Generation and Comprehension of Unambiguous Object Descriptions

Junhua Mao, Jonathan Huang, Alexander Toshev +3

Training and Evaluating Multimodal Word Embeddings with Large-scale Web Annotated Images

Junhua Mao, Jiajing Xu, Yushi Jing +1

Fidelity-Naturalness Evaluation of Single Image Super Resolution

Xuan Dong, Yu Zhu, Weixin Li +3

Adversarial Examples for Semantic Segmentation and Object Detection

Cihang Xie, Jianyu Wang, Zhishuai Zhang +3

Efficient variational inference in large-scale Bayesian compressed sensing

George Papandreou, Alan Yuille

Attention Correctness in Neural Image Captioning

Chenxi Liu, Junhua Mao, Fei Sha +1

CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions

Runtao Liu, Chenxi Liu, Yutong Bai +1

Joint Multi-Person Pose Estimation and Semantic Part Segmentation

Fangting Xia, Peng Wang, Xianjie Chen +1

Symmetric Non-Rigid Structure from Motion for Category-Specific Object Structure Estimation

Yuan Gao, Alan Yuille

Geometric Neural Phrase Pooling: Modeling the Spatial Co-occurrence of Neurons

Lingxi Xie, Qi Tian, John Flynn +2

PCL: Proposal Cluster Learning for Weakly Supervised Object Detection

Peng Tang, Xinggang Wang, Song Bai +4

Few-shot Learning by Exploiting Visual Concepts within CNNs

Boyang Deng, Qing Liu, Siyuan Qiao +1

Feature Denoising for Improving Adversarial Robustness

Cihang Xie, Yuxin Wu, Laurens van der Maaten +2

Joint Object and Part Segmentation using Deep Learned Potentials

Peng Wang, Xiaohui Shen, Zhe Lin +3

Detecting Semantic Parts on Partially Occluded Objects

Jianyu Wang, Cihang Xie, Zhishuai Zhang +3

Unsupervised learning of object semantic parts from internal states of CNNs by population encoding

Jianyu Wang, Zhishuai Zhang, Cihang Xie +2

V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation

Zhuotun Zhu, Chenxi Liu, Dong Yang +2

The paper introduces V‑NAS, a differentiable neural architecture search method that automatically selects 2D, 3D, or pseudo‑3D convolutions for each layer to improve volumetric med…

ELASTIC: Improving CNNs with Dynamic Scaling Policies

Huiyu Wang, Aniruddha Kembhavi, Ali Farhadi +2

Genetic CNN

Lingxi Xie, Alan Yuille

Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations

Xianjie Chen, Alan Yuille

DeepSkeleton: Learning Multi-task Scale-associated Deep Side Outputs for Object Skeleton Extraction in Natural Images

Wei Shen, Kai Zhao, Yuan Jiang +3

UnrealStereo: Controlling Hazardous Factors to Analyze Stereo Vision

Yi Zhang, Weichao Qiu, Qi Chen +2

Visual Concepts and Compositional Voting

Jianyu Wang, Zhishuai Zhang, Cihang Xie +5

Progressive Neural Architecture Search

Chenxi Liu, Barret Zoph, Maxim Neumann +7

Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)

Junhua Mao, Wei Xu, Yi Yang +3

Transfer of View-manifold Learning to Similarity Perception of Novel Objects

Xingyu Lin, Hao Wang, Zhihao Li +3

Ground-truth dataset and baseline evaluations for image base-detail separation algorithms

Xuan Dong, Boyan Bonev, Weixin Li +3

Structured Prediction using cGANs with Fusion Discriminator

Faisal Mahmood, Wenhao Xu, Nicholas J. Durr +2

Mitigating Adversarial Effects Through Randomization

Cihang Xie, Jianyu Wang, Zhishuai Zhang +2

Pose-Guided Human Parsing with Deep Learned Features

Fangting Xia, Jun Zhu, Peng Wang +1

Rethinking Monocular Depth Estimation with Adversarial Training

Richard Chen, Faisal Mahmood, Alan Yuille +1

Improving Transferability of Adversarial Examples with Input Diversity

Cihang Xie, Zhishuai Zhang, Yuyin Zhou +4

MAT: A Multimodal Attentive Translator for Image Captioning

Chang Liu, Fuchun Sun, Changhu Wang +2

Deep Collaborative Learning for Visual Recognition

Yan Wang, Lingxi Xie, Ya Zhang +2

Semantic Part Segmentation using Compositional Model combining Shape and Appearance

Jianyu Wang, Alan Yuille

Robustness of Object Recognition under Extreme Occlusion in Humans and Computational Models

Hongru Zhu, Peng Tang, Jeongho Park +2

Gradually Updated Neural Networks for Large-Scale Image Recognition

Siyuan Qiao, Zhishuai Zhang, Wei Shen +2

SampleAhead: Online Classifier-Sampler Communication for Learning from Synthesized Data

Qi Chen, Weichao Qiu, Yi Zhang +2

Knowledge Distillation in Generations: More Tolerant Teachers Educate Better Students

Chenglin Yang, Lingxi Xie, Siyuan Qiao +1

Scene Graph Parsing as Dependency Parsing

Yu-Siang Wang, Chenxi Liu, Xiaohui Zeng +1