CVPR 2020

1,466 papers

NETNet: Neighbor Erasing and Transferring Network for Better Single Shot Object Detection

Yazhao Li, Yanwei Pang, Jianbing Shen, Jiale Cao, Ling Shao

MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model

Han Fu, Rui Wu, Chenghao Liu, Jianling Sun

VQA With No Questions-Answers Training

Ben-Zion Vatashsky, Shimon Ullman

Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation

Myeongjin Kim, Hyeran Byun

What's Hidden in a Randomly Weighted Neural Network?

Vivek Ramanujan, Mitchell Wortsman, Aniruddha Kembhavi, Ali Farhadi, Mohammad Rastegari

Enhancing Generic Segmentation With Learned Region Representations

Or Isaacs, Oran Shayer, Michael Lindenbaum

NAS-FCOS: Fast Neural Architecture Search for Object Detection

Ning Wang, Yang Gao, Hao Chen, Peng Wang, Zhi Tian

Learning Temporal Co-Attention Models for Unsupervised Video Action Localization

Guoqiang Gong, Xinghan Wang, Yadong Mu, Qi Tian

Prime Sample Attention in Object Detection

Yuhang Cao, Kai Chen, Chen Change Loy, Dahua Lin

Background Data Resampling for Outlier-Aware Classification

Yi Li, Nuno Vasconcelos

Detection in Crowded Scenes: One Proposal, Multiple Predictions

Xuangeng Chu, Anlin Zheng, Xiangyu Zhang, Jian Sun

Don't Even Look Once: Synthesizing Features for Zero-Shot Detection

Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

Mixture Dense Regression for Object Detection and Human Pose Estimation

Ali Varamesh, Tinne Tuytelaars

Hierarchical Feature Embedding for Attribute Recognition

jie Yang, Jiarou Fan, Yiru Wang, Yige Wang, Weihao Gan

CentripetalNet: Pursuing High-Quality Keypoint Pairs for Object Detection

Zhiwei Dong, Guoxuan Li, Yue Liao, Fei Wang, Pengju Ren

Mask Encoding for Single Shot Instance Segmentation

Rufeng Zhang, Zhi Tian, Chunhua Shen, Mingyu You, Youliang Yan

Intelligent Home 3D: Automatic 3D-House Design From Linguistic Descriptions Only

Qi Chen, Qi Wu, Rui Tang, Yuhan Wang, Shuai Wang

STINet: Spatio-Temporal-Interactive Network for Pedestrian Detection and Trajectory Prediction

Zhishuai Zhang, Jiyang Gao, Junhua Mao, Yukai Liu, Dragomir Anguelov

Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval

Ayan Kumar Bhunia, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song

BBN: Bilateral-Branch Network With Cumulative Learning for Long-Tailed Visual Recognition

Boyan Zhou, Quan Cui, Xiu-Shen Wei, Zhao-Min Chen

Semi-Supervised Semantic Image Segmentation With Self-Correcting Networks

Mostafa S. Ibrahim, Arash Vahdat, Mani Ranjbar, William G. Macready

Beyond Short-Term Snippet: Video Relation Detection With Spatio-Temporal Global Context

Chenchen Liu, Yang Jin, Kehan Xu, Guoqiang Gong, Yadong Mu

Gold Seeker: Information Gain From Policy Distributions for Goal-Oriented Vision-and-Langauge Reasoning

Ehsan Abbasnejad, Iman Abbasnejad, Qi Wu, Javen Shi, Anton van den Hengel

Disentangling Physical Dynamics From Unknown Factors for Unsupervised Video Prediction

Vincent LE GUEN, Nicolas Thome

12-in-1: Multi-Task Vision and Language Representation Learning

Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee

MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning

Yuan Gao, Haoping Bai, Zequn Jie, Jiayi Ma, Kui Jia

Transform and Tell: Entity-Aware News Image Captioning

Alasdair Tran, Alexander Mathews, Lexing Xie

Dynamic Convolution: Attention Over Convolution Kernels

Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan

Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization

Ruyi Ji, Longyin Wen, Libo Zhang, Dawei Du, Yanjun Wu

Interactive Image Segmentation With First Click Attention

Zheng Lin, Zhao Zhang, Lin-Zhuo Chen, Ming-Ming Cheng, Shao-Ping Lu

Learning to Segment 3D Point Clouds in 2D Image Space

Yecheng Lyu, Xinming Huang, Ziming Zhang

MUXConv: Information Multiplexing in Convolutional Neural Networks

Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti

Dataless Model Selection With the Deep Frame Potential

Calvin Murdock, Simon Lucey

Learning Saliency Propagation for Semi-Supervised Instance Segmentation

Yanzhao Zhou, Xin Wang, Jianbin Jiao, Trevor Darrell, Fisher Yu

G-TAD: Sub-Graph Localization for Temporal Action Detection

Mengmeng Xu, Chen Zhao, David S. Rojas, Ali Thabet, Bernard Ghanem

MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation

Chaoyang He, Haishan Ye, Li Shen, Tong Zhang

Generating Accurate Pseudo-Labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations

Vishnu Suresh Lokhande, Songwong Tasneeyapant, Abhay Venkatesh, Sathya N. Ravi, Vikas Singh

Offset Bin Classification Network for Accurate Object Detection

Heqian Qiu, Hongliang Li, Qingbo Wu, Hengcan Shi

LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose Estimation

Keunhong Park, Arsalan Mousavian, Yu Xiang, Dieter Fox

SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization

Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Golnaz Ghiasi, Mingxing Tan

Exploring Bottom-Up and Top-Down Cues With Attentive Learning for Webly Supervised Object Detection

Zhonghua Wu, Qingyi Tao, Guosheng Lin, Jianfei Cai

Few-Shot Class-Incremental Learning

Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang, Songlin Dong, Xing Wei

Sparse Layered Graphs for Multi-Object Segmentation

Niels Jeppesen, Anders N. Christensen, Vedrana A. Dahl, Anders B. Dahl

What Makes Training Multi-Modal Classification Networks Hard?

Weiyao Wang, Du Tran, Matt Feiszli

Cross-Domain Detection via Graph-Induced Prototype Alignment

Minghao Xu, Hang Wang, Bingbing Ni, Qi Tian, Wenjun Zhang

Butterfly Transform: An Efficient FFT Based Neural Architecture Design

Keivan Alizadeh vahid, Anish Prabhu, Ali Farhadi, Mohammad Rastegari

Self-Supervised Learning of Video-Induced Visual Invariances

Michael Tschannen, Josip Djolonga, Marvin Ritter, Aravindh Mahendran, Neil Houlsby

Through Fog High-Resolution Imaging Using Millimeter Wave Radar

Junfeng Guan, Sohrab Madani, Suraj Jog, Saurabh Gupta, Haitham Hassanieh

VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized Representation

Jiyang Gao, Chen Sun, Hang Zhao, Yi Shen, Dragomir Anguelov

SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions

Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Tulio Ribeiro

MLCVNet: Multi-Level Context VoteNet for 3D Object Detection

Qian Xie, Yu-Kun Lai, Jing Wu, Zhoutao Wang, Yiming Zhang

Learning Memory-Guided Normality for Anomaly Detection

Hyunjong Park, Jongyoun Noh, Bumsub Ham

Optical Flow in Dense Foggy Scenes Using Semi-Supervised Learning

Wending Yan, Aashish Sharma, Robby T. Tan

MMTM: Multimodal Transfer Module for CNN Fusion

Hamid Reza Vaezi Joze, Amirreza Shaban, Michael L. Iuzzolino, Kazuhito Koishida

Robust Superpixel-Guided Attentional Adversarial Attack

Xiaoyi Dong, Jiangfan Han, Dongdong Chen, Jiayang Liu, Huanyu Bian

SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection

Ze Chen, Zhihang Fu, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua

Joint Semantic Segmentation and Boundary Detection Using Iterative Pyramid Contexts

Mingmin Zhen, Jinglu Wang, Lei Zhou, Shiwei Li, Tianwei Shen

Learning a Unified Sample Weighting Network for Object Detection

Qi Cai, Yingwei Pan, Yu Wang, Jingen Liu, Ting Yao

Cross-Modality Person Re-Identification With Shared-Specific Feature Transfer

Yan Lu, Yue Wu, Bin Liu, Tianzhu Zhang, Baopu Li

Label Distribution Learning on Auxiliary Label Space Graphs for Facial Expression Recognition

Shikai Chen, Jianfeng Wang, Yuedong Chen, Zhongchao Shi, Xin Geng

The Edge of Depth: Explicit Constraints Between Segmentation and Depth

Shengjie Zhu, Garrick Brazil, Xiaoming Liu

A Context-Aware Loss Function for Action Spotting in Soccer Videos

Anthony Cioppa, Adrien Deliege, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck

Sign Language Transformers: Joint End-to-End Sign Language Recognition and Translation

Necati Cihan Camgoz, Oscar Koller, Simon Hadfield, Richard Bowden

An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image Forensics

Quentin Bammey, Rafael Grompone von Gioi, Jean-Michel Morel

Adversarial Feature Hallucination Networks for Few-Shot Learning

Kai Li, Yulun Zhang, Kunpeng Li, Yun Fu

RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network

Bing Han, Gopalakrishnan Srinivasan, Kaushik Roy

Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS

Gabriel Bender, Hanxiao Liu, Bo Chen, Grace Chu, Shuyang Cheng

Understanding Adversarial Examples From the Mutual Influence of Images and Perturbations

Chaoning Zhang, Philipp Benz, Tooba Imtiaz, In So Kweon

EfficientDet: Scalable and Efficient Object Detection

Mingxing Tan, Ruoming Pang, Quoc V. Le

Camera On-Boarding for Person Re-Identification Using Hypothesis Transfer Learning

Sk Miraj Ahmed, Aske R. Lejbolle, Rameswar Panda, Amit K. Roy-Chowdhury

TITAN: Future Forecast Using Action Priors

Srikanth Malla, Behzad Dariush, Chiho Choi

Dense Regression Network for Video Grounding

Runhao Zeng, Haoming Xu, Wenbing Huang, Peihao Chen, Mingkui Tan

Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack

Zhezhi He, Adnan Siraj Rakin, Jingtao Li, Chaitali Chakrabarti, Deliang Fan

GaitPart: Temporal Part-Based Model for Gait Recognition

Chao Fan, Yunjie Peng, Chunshui Cao, Xu Liu, Saihui Hou

Semi-Supervised Semantic Segmentation With Cross-Consistency Training

Yassine Ouali, Celine Hudelot, Myriam Tami

Multi-Granularity Reference-Aided Attentive Feature Aggregation for Video-Based Person Re-Identification

Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen

Episode-Based Prototype Generating Network for Zero-Shot Learning

yunlong yu, Zhong Ji, Jungong Han, Zhongfei Zhang

Disp R-CNN: Stereo 3D Object Detection via Shape Prior Guided Instance Disparity Estimation

Jiaming Sun, Linghao Chen, Yiming Xie, Siyu Zhang, Qinhong Jiang

Distortion Agnostic Deep Watermarking

Xiyang Luo, Ruohan Zhan, Huiwen Chang, Feng Yang, Peyman Milanfar

Learning Multi-View Camera Relocalization With Graph Neural Networks

Fei Xue, Xin Wu, Shaojun Cai, Junqiu Wang

Adaptive Hierarchical Down-Sampling for Point Cloud Classification

Ehsan Nezhadarya, Ehsan Taghavi, Ryan Razani, Bingbing Liu, Jun Luo

Binarizing MobileNet via Evolution-Based Searching

Hai Phan, Zechun Liu, Dang Huynh, Marios Savvides, Kwang-Ting Cheng

Context Prior for Scene Segmentation

Changqian Yu, Jingbo Wang, Changxin Gao, Gang Yu, Chunhua Shen

Video Object Grounding Using Semantic Roles in Language Description

Arka Sadhu, Kan Chen, Ram Nevatia

One-Shot Adversarial Attacks on Visual Tracking With Dual Attention

Xuesong Chen, Xiyu Yan, Feng Zheng, Yong Jiang, Shu-Tao Xia

Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation

Zhonghao Wang, Mo Yu, Yunchao Wei, Rogerio Feris, Jinjun Xiong

Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection

Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Yong Jae Lee

Learning the Redundancy-Free Features for Generalized Zero-Shot Object Recognition

Zongyan Han, Zhenyong Fu, Jian Yang

SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings

Wenyu Han, Siyuan Xiang, Chenhui Liu, Ruoyu Wang, Chen Feng

Straight to the Point: Fast-Forwarding Videos via Reinforcement Learning Using Textual Data

Washington Ramos, Michel Silva, Edson Araujo, Leandro Soriano Marcolino, Erickson Nascimento

Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation

Sunghun Joung, Seungryong Kim, Hanjae Kim, Minsu Kim, Ig-Jae Kim

MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices

Bo Chen, Golnaz Ghiasi, Hanxiao Liu, Tsung-Yi Lin, Dmitry Kalenichenko

Robust Object Detection Under Occlusion With Context-Aware CompositionalNets

Angtian Wang, Yihong Sun, Adam Kortylewski, Alan L. Yuille

ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

Mohit Shridhar, Jesse Thomason, Daniel Gordon, Yonatan Bisk, Winson Han

Learning to Segment the Tail

Xinting Hu, Yi Jiang, Kaihua Tang, Jingyuan Chen, Chunyan Miao

Recognizing Objects From Any View With Object and Viewer-Centered Representations

Sainan Liu, Vincent Nguyen, Isaac Rehg, Zhuowen Tu

Joint Graph-Based Depth Refinement and Normal Estimation

Mattia Rossi, Mireille El Gheche, Andreas Kuhn, Pascal Frossard

DeepLPF: Deep Local Parametric Filters for Image Enhancement

Sean Moran, Pierre Marza, Steven McDonagh, Sarah Parisot, Gregory Slabaugh

Attentive Weights Generation for Few Shot Learning via Information Maximization

Yiluan Guo, Ngai-Man Cheung

AOWS: Adaptive and Optimal Network Width Search With Latency Constraints

Maxim Berman, Leonid Pishchulin, Ning Xu, Matthew B. Blaschko, Gérard Medioni