WACV 2024

846 papers

Multimodal Deep Learning for Remote Stress Estimation Using CCT-LSTM

Sayyedjavad Ziaratnia, Tipporn Laohakangvalvit, Midori Sugaya, Peeraya Sripian

MITFAS: Mutual Information Based Temporal Feature Alignment and Sampling for Aerial Video Action Recognition

Ruiqi Xian, Xijun Wang, Dinesh Manocha

Fully-Automatic Reflection Removal for 360-Degree Images

Jonghyuk Park, Hyeona Kim, Eunpil Park, Jae-Young Sim

Rethinking Knowledge Distillation With Raw Features for Semantic Segmentation

Tao Liu, Chenshu Chen, Xi Yang, Wenming Tan

Mining and Unifying Heterogeneous Contrastive Relations for Weakly-Supervised Actor-Action Segmentation

Bin Duan, Hao Tang, Changchang Sun, Ye Zhu, Yan Yan

Improved Techniques for Quantizing Deep Networks With Adaptive Bit-Widths

Ximeng Sun, Rameswar Panda, Chun-Fu Richard Chen, Naigang Wang, Bowen Pan

On Manipulating Scene Text in the Wild With Diffusion Models

Joshua Santoso, Christian Simon, Williem

Removing the Quality Tax in Controllable Face Generation

Yiwen Huang, Zhiqiu Yu, Xinjie Yi, Yue Wang, James Tompkin

Spectroformer: Multi-Domain Query Cascaded Transformer Network for Underwater Image Enhancement

Raqib Khan, Priyanka Mishra, Nancy Mehta, Shruti S. Phutke, Santosh Kumar vipparthi

Unsupervised Exemplar-Based Image-to-Image Translation and Cascaded Vision Transformers for Tagged and Untagged Cardiac Cine MRI Registration

Meng Ye, Mikael Kanski, Dong Yang, Leon Axel, Dimitris Metaxas

Learning Visual Body-Shape-Aware Embeddings for Fashion Compatibility

Kaicheng Pang, Xingxing Zou, Waikeung Wong

Shape-Guided Diffusion With Inside-Outside Attention

Dong Huk Park, Grace Luo, Clayton Toste, Samaneh Azadi, Xihui Liu

POISE: Pose Guided Human Silhouette Extraction Under Occlusions

Arindam Dutta, Rohit Lal, Dripta S. Raychaudhuri, Calvin-Khang Ta, Amit K. Roy-Chowdhury

MuSHRoom: Multi-Sensor Hybrid Room Dataset for Joint 3D Reconstruction and Novel View Synthesis

Xuqian Ren, Wenjia Wang, Dingding Cai, Tuuli Tuominen, Juho Kannala

Incorporating Physics Principles for Precise Human Motion Prediction

Yufei Zhang, Jeffrey O. Kephart, Qiang Ji

Appearance-Based Curriculum for Semi-Supervised Learning With Multi-Angle Unlabeled Data

Yuki Tanaka, Shuhei M. Yoshida, Takashi Shibata, Makoto Terao, Takayuki Okatani

Complementary-Contradictory Feature Regularization Against Multimodal Overfitting

Antonio Tejero-De-Pablos

POP-VQA - Privacy Preserving, On-Device, Personalized Visual Question Answering

Pragya Paramita Sahu, Abhishek Raut, Jagdish Singh Samant, Mahesh Gorijala, Vignesh Lakshminarayanan

SimA: Simple Softmax-Free Attention for Vision Transformers

Soroush Abbasi Koohpayegani, Hamed Pirsiavash

Zero-Shot Building Attribute Extraction From Large-Scale Vision and Language Models

Fei Pan, Sangryul Jeon, Brian Wang, Frank Mckenna, Stella X. Yu

MixtureGrowth: Growing Neural Networks by Recombining Learned Parameters

Chau Pham, Piotr Teterwak, Soren Nelson, Bryan A. Plummer

PhISH-Net: Physics Inspired System for High Resolution Underwater Image Enhancement

Aditya Chandrasekar, Manogna Sreenivas, Soma Biswas

Occlusion Sensitivity Analysis With Augmentation Subspace Perturbation in Deep Feature Space

Pedro H. V. Valois, Koichiro Niinuma, Kazuhiro Fukui

A Coarse-To-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection

Anas Al-lahham, Nurbek Tastan, Muhammad Zaigham Zaheer, Karthik Nandakumar

RADIO: Reference-Agnostic Dubbing Video Synthesis

Dongyeun Lee, Chaewon Kim, Sangjoon Yu, Jaejun Yoo, Gyeong-Moon Park

Generation of Upright Panoramic Image From Non-Upright Panoramic Image

Jingguo Liu, Heyu Chen, Shigang Li, Jianfeng Li

Leveraging Synthetic Data To Learn Video Stabilization Under Adverse Conditions

Abdulrahman Kerim, Washington L. S. Ramos, Leandro Soriano Marcolino, Erickson R. Nascimento, Richard Jiang

Group-Wise Contrastive Bottleneck for Weakly-Supervised Visual Representation Learning

Boon Peng Yap, Beng Koon Ng

Residual Graph Convolutional Network for Bird's-Eye-View Semantic Segmentation

Qiuxiao Chen, Xiaojun Qi

ParticleNeRF: A Particle-Based Encoding for Online Neural Radiance Fields

Jad Abou-Chakra, Feras Dayoub, Niko Sunderhauf

MICS: Midpoint Interpolation To Learn Compact and Separated Representations for Few-Shot Class-Incremental Learning

Solang Kim, Yuho Jeong, Joon Sung Park, Sung Whan Yoon

Temporally-Consistent Video Semantic Segmentation With Bidirectional Occlusion-Guided Feature Propagation

Razieh Kaviani Baghbaderani, Yuanxin Li, Shuangquan Wang, Hairong Qi

Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation

Joshua Niemeijer, Manuel Schwonberg, Jan-Aike Termöhlen, Nico M. Schmidt, Tim Fingscheidt

Learning-Based Spotlight Position Optimization for Non-Line-of-Sight Human Localization and Posture Classification

Sreenithy Chandran, Tatsuya Yatagawa, Hiroyuki Kubo, Suren Jayasuriya

3D Human Pose Estimation With Two-Step Mixed-Training Strategy

Yingfeng Wang, Zhengwei Wang, Muyu Li, Hong Yan

Toward Planet-Wide Traffic Camera Calibration

Khiem Vuong, Robert Tamburo, Srinivasa G. Narasimhan

PrivObfNet: A Weakly Supervised Semantic Segmentation Model for Data Protection

ChiatPin Tay, Vigneshwaran Subbaraju, Thivya Kandappu

Beyond Classification: Definition and Density-Based Estimation of Calibration in Object Detection

Teodora Popordanoska, Aleksei Tiulpin, Matthew B. Blaschko

LInKs "Lifting Independent Keypoints" - Partial Pose Lifting for Occlusion Handling With Improved Accuracy in 2D-3D Human Pose Estimation

Peter Hardy, Hansung Kim

C-CLIP: Contrastive Image-Text Encoders To Close the Descriptive-Commentative Gap

William Theisen, Walter J. Scheirer

Randomized Adversarial Style Perturbations for Domain Generalization

Taehoon Kim, Bohyung Han

Automated Camera Calibration via Homography Estimation With GNNs

Giacomo D'Amicantonio, Egor Bondarev, Peter H.N. de With

Movie Genre Classification by Language Augmentation and Shot Sampling

Zhongping Zhang, Yiwen Gu, Bryan A. Plummer, xin miao, Jiayi Liu

A Hybrid Graph Network for Complex Activity Detection in Video

Salman Khan, Izzeddin Teeti, Andrew Bradley, Mohamed Elhoseiny, Fabio Cuzzolin

Learning Low-Rank Latent Spaces With Simple Deterministic Autoencoder: Theoretical and Empirical Insights

Alokendu Mazumder, Tirthajit Baruah, Bhartendu Kumar, Rishab Sharma, Vishwajeet Pattanaik

Simple Post-Training Robustness Using Test Time Augmentations and Random Forest

Gilad Cohen, Raja Giryes

ClusterFix: A Cluster-Based Debiasing Approach Without Protected-Group Supervision

Giacomo Capitani, Federico Bolelli, Angelo Porrello, SIMONE CALDERARA, Elisa Ficarra

CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning

Zhaoheng Zheng, Haidong Zhu, Ram Nevatia

Volumetric Disentanglement for 3D Scene Manipulation

Sagie Benaim, Frederik Warburg, Peter Ebert Christensen, Serge Belongie

Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane

Kun Han, Shanlin Sun, Thanh-Tung Le, Xiangyi Yan, Haoyu Ma

SDNet: An Extremely Efficient Portrait Matting Model via Self-Distillation

Ziwen Li, Bo Xu, Jiake Xie, Yong Tang, Cheng Lu

Exploiting CLIP for Zero-Shot HOI Detection Requires Knowledge Distillation at Multiple Levels

Bo Wan, Tinne Tuytelaars

Prototype Learning for Explainable Brain Age Prediction

Linde S. Hesse, Nicola K. Dinsdale, Ana I. L. Namburete

Permutation-Aware Activity Segmentation via Unsupervised Frame-To-Segment Alignment

Quoc-Huy Tran, Ahmed Mehmood, Muhammad Ahmed, Muhammad Naufil, Anas Zafar

C2AIR: Consolidated Compact Aerial Image Haze Removal

Ashutosh Kulkarni, Shruti S. Phutke, Santosh Kumar vipparthi, Subrahmanyam Murala

Real-Time Weakly Supervised Video Anomaly Detection

Hamza Karim, Keval Doshi, Yasin Yilmaz

Visual Narratives: Large-Scale Hierarchical Classification of Art-Historical Images

Matthias Springstein, Stefanie Schneider, Javad Rahnama, Julian Stalter, Maximilian Kristen

Classifying Cable Tendency With Semantic Segmentation by Utilizing Real and Simulated RGB Data

Pei-Chun Chien, Powei Liao, Eiji Fukuzawa, Jun Ohya

Deep Subdomain Alignment for Cross-Domain Image Classification

Yewei Zhao, Hu Han, Shiguang Shan, Xilin Chen

Towards Accurate Disease Segmentation in Plant Images: A Comprehensive Dataset Creation and Network Evaluation

Komuravelli Prashanth, Jaladi Sri Harsha, Sivapuram Arun Kumar, Jaladi Srilekha

Domain Generalization by Rejecting Extreme Augmentations

Masih Aminbeidokhti, Fidel A. Guerrero Peña, Heitor Rapela Medeiros, Thomas Dubail, Eric Granger

Towards Realistic Generative 3D Face Models

Aashish Rai, Hiresh Gupta, Ayush Pandey, Francisco Vicente Carrasco, Shingo Jason Takagi

Uncertainty-Weighted Loss Functions for Improved Adversarial Attacks on Semantic Segmentation

Kira Maag, Asja Fischer

Source-Guided Similarity Preservation for Online Person Re-Identification

Hamza Rami, Jhony H. Giraldo, Nicolas Winckler, Stéphane Lathuilière

CLIPAG: Towards Generator-Free Text-to-Image Generation

Roy Ganz, Michael Elad

Separable Self and Mixed Attention Transformers for Efficient Object Tracking

Goutam Yelluru Gopal, Maria A. Amer

How Do Deepfakes Move? Motion Magnification for Deepfake Source Detection

Ilke Demir, Umur Aybars Çiftçi

Seeing Stars: Learned Star Localization for Narrow-Field Astrometry

Violet Felt, Justin Fletcher

DREAM: Visual Decoding From Reversing Human Visual System

Weihao Xia, Raoul de Charette, Cengiz Oztireli, Jing-Hao Xue

BPKD: Boundary Privileged Knowledge Distillation for Semantic Segmentation

Liyang Liu, Zihan Wang, Minh Hieu Phan, Bowen Zhang, Jinchao Ge

Tracking Skiers From the Top to the Bottom

Matteo Dunnhofer, Luca Sordi, Niki Martinel, Christian Micheloni

Elusive Images: Beyond Coarse Analysis for Fine-Grained Recognition

Connor Anderson, Matt Gwilliam, Evelyn Gaskin, Ryan Farrell

TriPlaneNet: An Encoder for EG3D Inversion

Ananta R. Bhattarai, Matthias Nießner, Artem Sevastopolsky

HyperMix: Out-of-Distribution Detection and Classification in Few-Shot Settings

Nikhil Mehta, Kevin J. Liang, Jing Huang, Fu-Jen Chu, Li Yin

Optimizing Long-Term Robot Tracking With Multi-Platform Sensor Fusion

Giuliano Albanese, Arka Mitra, Jan-Nico Zaech, Yupeng Zhao, Ajad Chhatkuli

Guided Distillation for Semi-Supervised Instance Segmentation

Tariq Berrada, Camille Couprie, Karteek Alahari, Jakob Verbeek

Patch-Based Selection and Refinement for Early Object Detection

Tianyi Zhang, Kishore Kasichainula, Yaoxin Zhuo, baoxin Li, Jae-sun Seo

Self-Supervised Learning for Place Representation Generalization Across Appearance Changes

Mohamed Adel Musallam, Vincent Gaudillière, Djamila Aouada

TCP: Triplet Contrastive-Relationship Preserving for Class-Incremental Learning

Shiyao Li, Xuefei Ning, Shanghang Zhang, Lidong Guo, Tianchen Zhao

ProS: Facial Omni-Representation Learning via Prototype-Based Self-Distillation

Xing Di, Yiyu Zheng, Xiaoming Liu, Yu Cheng

D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles

Ashish Hooda, Neal Mangaokar, Ryan Feng, Kassem Fawaz, Somesh Jha

Context in Human Action Through Motion Complementarity

Eadom Dessalene, Michael Maynord, Cornelia Fermuller, Yiannis Aloimonos

Do VSR Models Generalize Beyond LRS3?

Yasser Abdelaziz Dahou Djilali, Sanath Narayan, Eustache LeBihan, Haithem Boussaid, Ebtesam Almazrouei

Multi-View 3D Object Reconstruction and Uncertainty Modelling With Neural Shape Prior

Ziwei Liao, Steven L. Waslander

3D Super-Resolution Model for Vehicle Flow Field Enrichment

Thanh Luan Trinh, Fangge Chen, Takuya Nanri, Kei Akasaka

Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation

JuneHyoung Kwon, Eunju Lee, Yunsung Cho, YoungBin Kim

Hard-Label Based Small Query Black-Box Adversarial Attack

Jeonghwan Park, Paul Miller, Niall McLaughlin

ProcSim: Proxy-Based Confidence for Robust Similarity Learning

Oriol Barbany, Xiaofan Lin, Muhammet Bastan, Arnab Dhua

Multitask Vision-Language Prompt Tuning

Sheng Shen, Shijia Yang, Tianjun Zhang, Bohan Zhai, Joseph E. Gonzalez

Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models

Minxing Zhang, Ning Yu, Rui Wen, Michael Backes, Yang Zhang

Unsupervised Domain Adaptation of MRI Skull-Stripping Trained on Adult Data to Newborns

Abbas Omidi, Aida Mohammadshahi, Neha Gianchandani, Regan King, Lara Leijser

Panelformer: Sewing Pattern Reconstruction From 2D Garment Images

Cheng-Hsiu Chen, Jheng-Wei Su, Min-Chun Hu, Chih-Yuan Yao, Hung-Kuo Chu

Domain Generalisation via Risk Distribution Matching

Toan Nguyen, Kien Do, Bao Duong, Thin Nguyen

Robust Eye Blink Detection Using Dual Embedding Video Vision Transformer

Jeongmin Hong, Joseph Shin, Juhee Choi, Minsam Ko

Fast Sun-Aligned Outdoor Scene Relighting Based on TensoRF

Yeonjin Chang, Yearim Kim, Seunghyeon Seo, Jung Yi, Nojun Kwak

Adversarial Likelihood Estimation With One-Way Flows

Omri Ben-Dov, Pravir Singh Gupta, Victoria Abrevaya, Michael J. Black, Partha Ghosh

Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation

Harsh Maheshwari, Yen-Cheng Liu, Zsolt Kira

Co-Speech Gesture Detection Through Multi-Phase Sequence Labeling

Esam Ghaleb, Ilya Burenko, Marlou Rasenberg, Wim Pouw, Peter Uhrig

What's Outside the Intersection? Fine-Grained Error Analysis for Semantic Segmentation Beyond IoU

Maximilian Bernhard, Roberto Amoroso, Yannic Kindermann, Lorenzo Baraldi, Rita Cucchiara

dacl10k: Benchmark for Semantic Bridge Damage Segmentation

Johannes Flotzinger, Philipp J. Rösch, Thomas Braml