WACV 2021

406 papers

Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning

Kangning Liu, Shuhang Gu, Andres Romero, Radu Timofte

Fine-Grained Foreground Retrieval via Teacher-Student Learning

Zongze Wu, Dani Lischinski, Eli Shechtman

Dynamic Plane Convolutional Occupancy Networks

Stefan Lionar, Daniil Emtsev, Dusan Svilarkovic, Songyou Peng

Deep Active Learning for Joint Classification & Segmentation With Weak Annotator

Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

Class Anchor Clustering: A Loss for Distance-Based Open Set Recognition

Dimity Miller, Niko Sunderhauf, Michael Milford, Feras Dayoub

Data-Free Knowledge Distillation for Object Detection

Akshay Chawla, Hongxu Yin, Pavlo Molchanov, Jose Alvarez

ADA-AT/DT: An Adversarial Approach for Cross-Domain and Cross-Task Knowledge Transfer

Ruchika Chavhan, Ankit Jha, Biplab Banerjee, Subhasis Chaudhuri

Confidence-Driven Hierarchical Classification of Cultivated Plant Stresses

Logan Frank, Christopher Wiegman, Jim Davis, Scott Shearer

Style Transfer by Rigid Alignment in Neural Net Feature Space

Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán

RGPNet: A Real-Time General Purpose Semantic Segmentation

Elahe Arani, Shabbir Marzban, Andrei Pata, Bahram Zonooz

A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset

Domenick Poster, Matthew Thielke, Robert Nguyen, Srinivasan Rajaraman, Xing Di

HealTech - A System for Predicting Patient Hospitalization Risk and Wound Progression in Old Patients

Subba Reddy Oota, Vijay Rowtula, Shahid Mohammed, Jeffrey Galitz, Minghsun Liu

Keypoint-Aligned Embeddings for Image Retrieval and Re-Identification

Olga Moskvyak, Frederic Maire, Feras Dayoub, Mahsa Baktashmotlagh

SWAG: Superpixels Weighted by Average Gradients for Explanations of CNNs

Thomas Hartley, Kirill Sidorov, Christopher Willis, David Marshall

Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention

Bin Duan, Hao Tang, Wei Wang, Ziliang Zong, Guowei Yang

Seeing Through Your Skin: Recognizing Objects With a Novel Visuotactile Sensor

Francois R. Hogan, Michael Jenkin, Sahand Rezaei-Shoshtari, Yogesh Girdhar, David Meger

Learning Data Augmentation With Online Bilevel Optimization for Image Classification

Saypraseuth Mounsaveng, Issam Laradji, Ismail Ben Ayed, David Vázquez, Marco Pedersoli

On the Generalization of Learning-Based 3D Reconstruction

Miguel Angel Bautista, Walter Talbott, Shuangfei Zhai, Nitish Srivastava, Joshua M. Susskind

Scale Equivariance Improves Siamese Tracking

Ivan Sosnovik, Artem Moskalev, Arnold W.M. Smeulders

Automatic Quantification of Plant Disease From Field Image Data Using Deep Learning

Kanish Garg, Swati Bhugra, Brejesh Lall

Dual-Stream Fusion Network for Spatiotemporal Video Super-Resolution

Min-Yuan Tseng, Yen-Chung Chen, Yi-Lun Lee, Wei-Sheng Lai, Yi-Hsuan Tsai

Noisy Concurrent Training for Efficient Learning Under Label Noise

Fahad Sarfraz, Elahe Arani, Bahram Zonooz

Representation Learning From Videos In-the-Wild: An Object-Centric Approach

Rob Romijnders, Aravindh Mahendran, Michael Tschannen, Josip Djolonga, Marvin Ritter

LoGAN: Latent Graph Co-Attention Network for Weakly-Supervised Video Moment Retrieval

Reuben Tan, Huijuan Xu, Kate Saenko, Bryan A. Plummer

Synthetic Expressions Are Better Than Real for Learning to Detect Facial Actions

Koichiro Niinuma, Itir Onal Ertugrul, Jeffrey F. Cohn, László A. Jeni

3DPoseLite: A Compact 3D Pose Estimation Using Node Embeddings

Meghal Dani, Karan Narain, Ramya Hebbalaguppe

Spatially Aware Metadata for Raw Reconstruction

Abhijith Punnappurath, Michael S. Brown

RarePlanes: Synthetic Data Takes Flight

Jacob Shermeyer, Thomas Hossler, Adam Van Etten, Daniel Hogan, Ryan Lewis

Illumination Normalization by Partially Impossible Encoder-Decoder Cost Function

Steve Dias Da Cruz, Bertram Taetz, Thomas Stifter, Didier Stricker

Learn Like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification

Jerry Wei, Arief Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky

Phase-Wise Parameter Aggregation for Improving SGD Optimization

Takumi Kobayashi

Identity Unbiased Deception Detection by 2D-to-3D Face Reconstruction

Le Minh Ngo, Wei Wang, Burak Mandira, Sezer Karaoglu, Henri Bouma

Domain Impression: A Source Data Free Domain Adaptation Method

Vinod K. Kurmi, Venkatesh K. Subramanian, Vinay P. Namboodiri

Self-Supervised 4D Spatio-Temporal Feature Learning via Order Prediction of Sequential Point Cloud Clips

Haiyan Wang, Liang Yang, Xuejian Rong, Jinglun Feng, YingLi Tian

End-to-End Learning Improves Static Object Geo-Localization From Video

Mohamed Chaabane, Lionel Gueguen, Ameni Trabelsi, Ross Beveridge, Stephen O'Hara

Painting Outside As Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement With Progressive Step Learning

Kyunghun Kim, Yeohun Yun, Keon-Woo Kang, Kyeongbo Kong, Siyeong Lee

Towards Zero-Shot Learning With Fewer Seen Class Examples

Vinay Kumar Verma, Ashish Mishra, Anubha Pandey, Hema A. Murthy, Piyush Rai

The Devil Is in the Boundary: Exploiting Boundary Representation for Basis-Based Instance Segmentation

Myungchul Kim, Sanghyun Woo, Dahun Kim, In So Kweon

Two-Hand Global 3D Pose Estimation Using Monocular RGB

Fanqing Lin, Connor Wilhelm, Tony Martinez

Transductive Zero-Shot Learning by Decoupled Feature Generation

Federico Marmoreo, Jacopo Cavazza, Vittorio Murino

Audio- and Gaze-Driven Facial Animation of Codec Avatars

Alexander Richard, Colin Lea, Shugao Ma, Jürgen Gall, Fernando De la Torre

LT-GAN: Self-Supervised GAN With Latent Transformation Detection

Parth Patel, Nupur Kumari, Mayank Singh, Balaji Krishnamurthy

Triangle-Net: Towards Robustness in Point Cloud Learning

Chenxi Xiao, Juan Wachs

Large Image Datasets: A Pyrrhic Win for Computer Vision?

Abeba Birhane, Vinay Uday Prabhu

Enhancing Diversity in Teacher-Student Networks via Asymmetric Branches for Unsupervised Person Re-Identification

Hao Chen, Benoit Lagadec, francois bremond

Efficient Attention: Attention With Linear Complexities

Zhuoran Shen, Mingyuan Zhang, Haiyu Zhao, Shuai Yi, hongsheng Li

Hand Pose Guided 3D Pooling for Word-Level Sign Language Recognition

Al Amin Hosain, Panneer Selvam Santhalingam, Parth Pathak, Huzefa Rangwala, Jana Kosecka

GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction

Chengxin Wang, Shaofeng Cai, Gary Tan

Generating Physically Sound Training Data for Image Recognition of Additively Manufactured Parts

Tobias Nickchen, Stefan Heindorf, Gregor Engels

DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation

Jia-Hong Huang, C.-H. Huck Yang, Fangyu Liu, Meng Tian, Yi-Chieh Liu

Cross-Domain Latent Modulation for Variational Transfer Learning

Jinyong Hou, Jeremiah D. Deng, Stephen Cranefield, Xuejie Ding

Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing

Aditya Mehta, Harsh Sinha, Murari Mandal, Pratik Narang

Breaking Shortcuts by Masking for Robust Visual Reasoning

Keren Ye, Mingda Zhang, Adriana Kovashka

CAP: Context-Aware Pruning for Semantic Segmentation

Wei He, Meiqing Wu, Mingfu Liang, Siew-Kei Lam

EAGLE-Eye: Extreme-Pose Action Grader Using Detail Bird's-Eye View

Mahdiar Nekoui, Fidel Omar Tito Cruz, Li Cheng

Viewpoint-Agnostic Image Rendering

Hiroaki Aizawa, Hirokatsu Kataoka, Yutaka Satoh, Kunihito Kato

CenterFusion: Center-Based Radar and Camera Fusion for 3D Object Detection

Ramin Nabati, Hairong Qi

Self-Distillation for Few-Shot Image Captioning

Xianyu Chen, Ming Jiang, Qi Zhao

Class-Agnostic Object Detection

Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan

Learning Fast Converging, Effective Conditional Generative Adversarial Networks With a Mirrored Auxiliary Classifier

Zi Wang

Hyperrealistic Image Inpainting With Hypergraphs

Gourav Wadhwa, Abhinav Dhall, Subrahmanyam Murala, Usman Tariq

Subject Guided Eye Image Synthesis With Application to Gaze Redirection

Harsimran Kaur, Roberto Manduchi

Fair Comparison: Quantifying Variance in Results for Fine-Grained Visual Categorization

Matthew Gwilliam, Adam Teuscher, Connor Anderson, Ryan Farrell

DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction

Rodrigo Santa Cruz, Leo Lebrat, Pierrick Bourgeat, Clinton Fookes, Jurgen Fripp

StacMR: Scene-Text Aware Cross-Modal Retrieval

Andres Mafla, Rafael S. Rezende, Lluis Gomez, Diane Larlus, Dimosthenis Karatzas

Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks by Limiting Spiking Activity via Attention-Guided Compression

Souvik Kundu, Gourav Datta, Massoud Pedram, Peter A. Beerel

Can Selfless Learning Improve Accuracy of a Single Classification Task?

Soumya Roy, Bharat Bhusan Sau

InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning

Kwot Sin Lee, Ngoc-Trung Tran, Ngai-Man Cheung

Weakly Supervised Deep Reinforcement Learning for Video Summarization With Semantically Meaningful Reward

Zutong Li, Lei Yang

Class-Wise Metric Scaling for Improved Few-Shot Classification

Ge Liu, Linglan Zhao, Wei Li, Dashan Guo, Xiangzhong Fang

Driving Among Flatmobiles: Bird-Eye-View Occupancy Grids From a Monocular Camera for Holistic Trajectory Planning

Abdelhak Loukkal, Yves Grandvalet, Tom Drummond, You Li

A Multi-Class Hinge Loss for Conditional GANs

Ilya Kavalerov, Wojciech Czaja, Rama Chellappa

MPRNet: Multi-Path Residual Network for Lightweight Image Super Resolution

Armin Mehri, Parichehr B. Ardakani, Angel D. Sappa

3D Dense Geometry-Guided Facial Expression Synthesis by Adversarial Learning

Rumeysa Bodur, Binod Bhattarai, Tae-kyun Kim

TranstextNet: Transducing Text for Recognizing Unseen Visual Relationships

Gal S. Kenigsfield, Ran El-Yaniv

Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes

Loc Trinh, Michael Tsang, Sirisha Rambhatla, Yan Liu

Ensembling Low Precision Models for Binary Biomedical Image Segmentation

Tianyu Ma, Hang Zhang, Hanley Ong, Amar Vora, Thanh D. Nguyen

Coarse- and Fine-Grained Attention Network With Background-Aware Loss for Crowd Density Map Estimation

Liangzi Rong, Chunping Li

End-to-End Lane Shape Prediction With Transformers

Ruijin Liu, Zejian Yuan, Tie Liu, Zhiliang Xiong

Splatty- a Unified Image Demosaicing and Rectification Method

Pranav Verma, Dominique E. Meyer, Hanyang Xu, Falko Kuester

MART: Motion-Aware Recurrent Neural Network for Robust Visual Tracking

Heng Fan, Haibin Ling

A Deep Temporal Fusion Framework for Scene Flow Using a Learnable Motion Model and Occlusions

Rene Schuster, Christian Unger, Didier Stricker

Set Augmented Triplet Loss for Video Person Re-Identification

Pengfei Fang, Pan Ji, Lars Petersson, Mehrtash Harandi

Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection

Gongjie Zhang, Kaiwen Cui, Tzu-Yi Hung, Shijian Lu

Constrained Weight Optimization for Learning Without Activation Normalization

Daiki Ikami, Go Irie, Takashi Shibata

Real-Time Uncertainty Estimation in Computer Vision via Uncertainty-Aware Distribution Distillation

Yichen Shen, Zhilu Zhang, Mert R. Sabuncu, Lin Sun

Noise as a Resource for Learning in Knowledge Distillation

Elahe Arani, Fahad Sarfraz, Bahram Zonooz

Conditional Link Prediction of Category-Implicit Keypoint Detection

Ellen Yi-Ge, Rui Fan, Zechun Liu, Zhiqiang Shen

Active Latent Space Shape Model: A Bayesian Treatment of Shape Model Adaptation With an Application to Psoriatic Arthritis Radiographs

Adwaye Rambojun, William Tillett, Tony Shardlow, Neill D. F. Campbell

SChISM: Semantic Clustering via Image Sequence Merging for Images of Human-Decomposition

Sara Mousavi, Dylan Lee, Tatianna Griffin, Kelley Cross, Dawnie Steadman

Unsupervised Meta-Domain Adaptation for Fashion Retrieval

Vivek Sharma, Naila Murray, Diane Larlus, Saquib Sarfraz, Rainer Stiefelhagen

Distillation Multiple Choice Learning for Multimodal Action Recognition

Nuno Cruz Garcia, Sarah Adel Bargal, Vitaly Ablavsky, Pietro Morerio, Vittorio Murino

Dense-Resolution Network for Point Cloud Classification and Segmentation

Shi Qiu, Saeed Anwar, Nick Barnes

SALAD: Self-Assessment Learning for Action Detection

Guillaume Vaudaux-Ruth, Adrien CHAN-HON-TONG, Catherine Achard

Multi-Task Knowledge Distillation for Eye Disease Prediction

Sahil Chelaramani, Manish Gupta, Vipul Agarwal, Prashant Gupta, Ranya Habash

ResNet or DenseNet? Introducing Dense Shortcuts to ResNet

Chaoning Zhang, Philipp Benz, Dawit Mureja Argaw, Seokju Lee, Junsik Kim

Do Not Forget to Attend to Uncertainty While Mitigating Catastrophic Forgetting

Vinod K. Kurmi, Badri N. Patro, Venkatesh K. Subramanian, Vinay P. Namboodiri

Recovering Trajectories of Unmarked Joints in 3D Human Actions Using Latent Space Optimization

Suhas Lohit, Rushil Anirudh, Pavan Turaga

MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos

Xiaoyu Zhu, Junwei Liang, Alexander Hauptmann

Adaptive Multiplane Image Generation From a Single Internet Picture

Diogo C. Luvizon, Gustavo Sutter P. Carvalho, Andreza A. dos Santos, Jhonatas S. Conceicao, Jose L. Flores-Campana