WACV 2024

846 papers

PatchRefineNet: Improving Binary Segmentation by Incorporating Signals From Optimal Patch-Wise Binarization

Savinay Nagendra, Daniel Kifer

Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning

Xiang Song, Kuang Shu, Songlin Dong, Jie Cheng, Xing Wei

CXR-IRGen: An Integrated Vision and Language Model for the Generation of Clinically Accurate Chest X-Ray Image-Report Pairs

Junjie Shentu, Noura Al Moubayed

Continual Learning of Unsupervised Monocular Depth From Videos

Hemang Chawla, Arnav Varma, Elahe Arani, Bahram Zonooz

FPGAN-Control: A Controllable Fingerprint Generator for Training With Synthetic Data

Alon Shoshan, Nadav Bhonker, Emanuel Ben Baruch, Ori Nizan, Igor Kviatkovsky

Arbitrary-Resolution and Arbitrary-Scale Face Super-Resolution With Implicit Representation Networks

Yi Ting Tsai, Yu Wei Chen, Hong-Han Shuai, Ching-Chun Huang

Triplet Attention Transformer for Spatiotemporal Predictive Learning

Xuesong Nie, Xi Chen, Haoyuan Jin, Zhihang Zhu, Yunfeng Yan

Feed-Forward Latent Domain Adaptation

Ondrej Bohdal, Da Li, Shell Xu Hu, Timothy Hospedales

VMFormer: End-to-End Video Matting With Transformer

Jiachen Li, Vidit Goel, Marianna Ohanyan, Shant Navasardyan, Yunchao Wei

Best of Both Worlds: Learning Arbitrary-Scale Blind Super-Resolution via Dual Degradation Representations and Cycle-Consistency

Shao-Yu Weng, Hsuan Yuan, Yu-Syuan Xu, Ching-Chun Huang, Wei-Chen Chiu

SphereCraft: A Dataset for Spherical Keypoint Detection, Matching and Camera Pose Estimation

Christiano Gava, Yunmin Cho, Federico Raue, Sebastian Palacio, Alain Pagani

You Can Run but Not Hide: Improving Gait Recognition With Intrinsic Occlusion Type Awareness

Ayush Gupta, Rama Chellappa

MarsLS-Net: Martian Landslides Segmentation Network and Benchmark Dataset

Sidike Paheding, Abel A. Reyes, A. Rajaneesh, K.S. Sajinkumar, Thomas Oommen

A Generic and Flexible Regularization Framework for NeRFs

Thibaud Ehret, Roger Mari, Gabriele Facciolo

Generalizing to Unseen Domains in Diabetic Retinopathy Classification

Chamuditha Jayanga Galappaththige, Gayal Kuruppu, Muhammad Haris Khan

SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection

Jian Song, Hongruixuan Chen, Naoto Yokoya

What's in the Flow? Exploiting Temporal Motion Cues for Unsupervised Generic Event Boundary Detection

Sourabh Vasant Gothe, Vibhav Agarwal, Sourav Ghosh, Jayesh Rajkumar Vachhani, Pranay Kashyap

Concept-Centric Transformers: Enhancing Model Interpretability Through Object-Centric Concept Learning Within a Shared Global Workspace

Jinyung Hong, Keun Hee Park, Theodore P. Pavlic

IKEA Ego 3D Dataset: Understanding Furniture Assembly Actions From Ego-View 3D Point Clouds

Yizhak Ben-Shabat, Jonathan Paul, Eviatar Segev, Oren Shrout, Stephen Gould

Back to Optimization: Diffusion-Based Zero-Shot 3D Human Pose Estimation

Zhongyu Jiang, Zhuoran Zhou, Lei Li, Wenhao Chai, Cheng-Yen Yang

PsyMo: A Dataset for Estimating Self-Reported Psychological Traits From Gait

Adrian Cosma, Emilian Radoi

Neural Textured Deformable Meshes for Robust Analysis-by-Synthesis

Angtian Wang, Wufei Ma, Alan Yuille, Adam Kortylewski

Revisiting Pixel-Level Contrastive Pre-Training on Scene Images

Zongshang Pang, Yuta Nakashima, Mayu Otani, Hajime Nagahara

Revolutionize the Oceanic Drone RGB Imagery With Pioneering Sun Glint Detection and Removal Techniques

Jiangying Qin, Ming Li, Jie Zhao, Jiageng Zhong, Hanqi Zhang

Lightweight Thermal Super-Resolution and Object Detection for Robust Perception in Adverse Weather Conditions

Pranjay Shyam, HyunJin Yoo

3D-Aware Talking-Head Video Motion Transfer

Haomiao Ni, Jiachen Liu, Yuan Xue, Sharon X. Huang

RGB-X Object Detection via Scene-Specific Fusion Modules

Sri Aditya Deevi, Connor Lee, Lu Gan, Sushruth Nagesh, Gaurav Pandey

Tracking Tiny Insects in Cluttered Natural Environments Using Refinable Recurrent Neural Networks

Lars Haalck, Sebastian Thiele, Benjamin Risse

Label-Free Synthetic Pretraining of Object Detectors

Hei Law, Jia Deng

Hierarchical Text Spotter for Joint Text Spotting and Layout Analysis

Shangbang Long, Siyang Qin, Yasuhisa Fujii, Alessandro Bissacco, Michalis Raptis

High-Fidelity Zero-Shot Texture Anomaly Localization Using Feature Correspondence Analysis

Andrei-Timotei Ardelean, Tim Weyrich

Unsupervised Co-Generation of Foreground-Background Segmentation From Text-to-Image Synthesis

Yeruru Asrar Ahmed, Anurag Mittal

Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders

Srijan Das, Tanmay Jain, Dominick Reilly, Pranav Balaji, Soumyajit Karmakar

Preserving Image Properties Through Initializations in Diffusion Models

Jeffrey Zhang, Shao-Yu Chang, Kedan Li, David Forsyth

Interaction Region Visual Transformer for Egocentric Action Anticipation

Debaditya Roy, Ramanathan Rajendiran, Basura Fernando

Diffuse and Restore: A Region-Adaptive Diffusion Model for Identity-Preserving Blind Face Restoration

Maitreya Suin, Nithin Gopalakrishnan Nair, Chun Pong Lau, Vishal M. Patel, Rama Chellappa

I-AI: A Controllable & Interpretable AI System for Decoding Radiologists' Intense Focus for Accurate CXR Diagnoses

Trong Thang Pham, Jacob Brecheisen, Anh Nguyen, Hien Nguyen, Ngan Le

Query-Guided Attention in Vision Transformers for Localizing Objects Using a Single Sketch

Aditay Tripathi, Anand Mishra, Anirban Chakraborty

Semi-Supervised Semantic Depth Estimation Using Symbiotic Transformer and NearFarMix Augmentation

Md Awsafur Rahman, Shaikh Anowarul Fattah

360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View

Zhifeng Teng, Jiaming Zhang, Kailun Yang, Kunyu Peng, Hao Shi

Implicit Neural Image Stitching With Enhanced and Blended Feature Reconstruction

Minsu Kim, Jaewon Lee, Byeonghun Lee, Sunghoon Im, Kyong Hwan Jin

From Denoising Training To Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation

Ruxue Wen, Hangjie Yuan, Dong Ni, Wenbo Xiao, Yaoyao Wu

Prompting Classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation

Balamurali Murugesan, Rukhshanda Hussain, Rajarshi Bhattacharya, Ismail Ben Ayed, Jose Dolz

Assist Is Just As Important as the Goal: Image Resurfacing To Aid Model's Robust Prediction

Abhijith Sharma, Phil Munz, Apurva Narayan

Interpretable Object Recognition by Semantic Prototype Analysis

Qiyang Wan, Ruiping Wang, Xilin Chen

Controlling Virtual Try-On Pipeline Through Rendering Policies

Kedan Li, Jeffrey Zhang, Shao-Yu Chang, David Forsyth

Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images

yan yang, Liyuan Pan, Liu Liu, Eric A. Stone

Task-Oriented Human-Object Interactions Generation With Implicit Neural Representations

Quanzhou Li, Jingbo Wang, Chen Change Loy, Bo Dai

S3AD: Semi-Supervised Small Apple Detection in Orchard Environments

Robert Johanson, Christian Wilms, Ole Johannsen, Simone Frintrop

Monocular 3D Object Detection With LiDAR Guided Semi Supervised Active Learning

Aral Hekimoglu, Michael Schmidt, Alvaro Marcos-Ramiro

CARE: Counterfactual-Based Algorithmic Recourse for Explainable Pose Correction

Bhat Dittakavi, Bharathi Callepalli, Aleti Vardhan, Sai Vikas Desai, Vineeth N. Balasubramanian

RSMPNet: Relationship Guided Semantic Map Prediction

Jingwen Sun, Jing Wu, Ze Ji, Yu-Kun Lai

Automated Monitoring of Ear Biting in Pigs by Tracking Individuals and Events

Anicetus Odo, Niall McLaughlin, Ilias Kyriazakis

Graph Neural Networks for End-to-End Information Extraction From Handwritten Documents

Yessine Khanfir, Marwa Dhiaf, Emna Ghodhbani, Ahmed Cheikh Rouhou, Yousri Kessentini

Defending Object Detection Models Against Image Distortions

Mark Ofori-Oduro, Maria Amer

Simple Token-Level Confidence Improves Caption Correctness

Suzanne Petryk, Spencer Whitehead, Joseph E. Gonzalez, Trevor Darrell, Anna Rohrbach

Few-Shot Event Classification in Images Using Knowledge Graphs for Prompting

Golsa Tahmasebzadeh, Matthias Springstein, Ralph Ewerth, Eric Muller-Budack

SciOL and MuLMS-Img: Introducing a Large-Scale Multimodal Scientific Dataset and Models for Image-Text Tasks in the Scientific Domain

Tim Tarsi, Heike Adel, Jan Hendrik Metzen, Dan Zhang, Matteo Finco

Gradient-Guided Knowledge Distillation for Object Detectors

Qizhen Lan, Qing Tian

Glance To Count: Learning To Rank With Anchors for Weakly-Supervised Crowd Counting

Zheng Xiong, Liangyu Chai, Wenxi Liu, Yongtuo Liu, Sucheng Ren

Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics

Meiling Fang, Naser Damer

The Growing Strawberries Dataset: Tracking Multiple Objects With Biological Development Over an Extended Period

Junhan Wen, Camiel R. Verschoor, Chengming Feng, Irina-Mona Epure, Thomas Abeel

Ordinal Classification With Distance Regularization for Robust Brain Age Prediction

Jay Shah, Md Mahfuzur Rahman Siddiquee, Yi Su, Teresa Wu, baoxin Li

Image Denoising and the Generative Accumulation of Photons

Alexander Krull, Hector Basevi, Benjamin Salmon, Andre Zeug, Franziska Müller

Zero-Shot Video Moment Retrieval From Frozen Vision-Language Models

Dezhao Luo, Jiabo Huang, Shaogang Gong, Hailin Jin, Yang Liu

PDA-RWSR: Pixel-Wise Degradation Adaptive Real-World Super-Resolution

Andreas Aakerberg, Majed El Helou, Kamal Nasrollahi, Thomas Moeslund

CHAI: Craters in Historical Aerial Images

Marvin Burges, Sebastian Zambanini, Philipp Pirker

Semantic Fusion Augmentation and Semantic Boundary Detection: A Novel Approach to Multi-Target Video Moment Retrieval

Cheng Huang, Yi-Lun Wu, Hong-Han Shuai, Ching-Chun Huang

Gradient Coreset for Federated Learning

Durga Sivasubramanian, Lokesh Nagalapatti, Rishabh Iyer, Ganesh Ramakrishnan

Analyzing the Domain Shift Immunity of Deep Homography Estimation

Mingzhen Shao, Tolga Tasdizen, Sarang Joshi

Lightweight Portrait Matting via Regional Attention and Refinement

Yatao Zhong, Ilya Zharkov

Beyond RGB: A Real World Dataset for Multispectral Imaging in Mobile Devices

Ortal Glatt, Yotam Ater, Woo-Shik Kim, Shira Werman, Oded Berby

HaGRID -- HAnd Gesture Recognition Image Dataset

Alexander Kapitanov, Karina Kvanchiani, Alexander Nagaev, Roman Kraynov, Andrei Makhliarchuk

GTP-ViT: Efficient Vision Transformers via Graph-Based Token Propagation

Xuwei Xu, Sen Wang, Yudong Chen, Yanping Zheng, Zhewei Wei

Stereo Conversion With Disparity-Aware Warping, Compositing and Inpainting

Lukas Mehl, Andrés Bruhn, Markus Gross, Christopher Schroers

Learning To Generate Training Datasets for Robust Semantic Segmentation

Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Andrei Bursuc

Learnable Cube-Based Video Encryption for Privacy-Preserving Action Recognition

Yuchi Ishikawa, Masayoshi Kondo, Hirokatsu Kataoka

CATS: Combined Activation and Temporal Suppression for Efficient Network Inference

Zeqi Zhu, Arash Pourtaherian, Luc Waeijen, Ibrahim Batuhan Akkaya, Egor Bondarev

Controllable Text-to-Image Synthesis for Multi-Modality MR Images

Kyuri Kim, Yoonho Na, Sung-Joon Ye, Jimin Lee, Sung Soo Ahn

Towards Better Structured Pruning Saliency by Reorganizing Convolution

Xinglong Sun, Humphrey Shi

Gradual Source Domain Expansion for Unsupervised Domain Adaptation

Thomas Westfechtel, Hao-Wei Yeh, Dexuan Zhang, Tatsuya Harada

Unsupervised Model-Based Learning for Simultaneous Video Deflickering and Deblotching

Anuj Fulari, Satish Mulleti, Ajit Rajwade

Effective Restoration of Source Knowledge in Continual Test Time Adaptation

Fahim Faisal Niloy, Sk Miraj Ahmed, Dripta S. Raychaudhuri, Samet Oymak, Amit K. Roy-Chowdhury

INCODE: Implicit Neural Conditioning With Prior Knowledge Embeddings

Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci

Embodied Human Activity Recognition

Sha Hu, Yu Gong, Greg Mori

GRIT: GAN Residuals for Paired Image-to-Image Translation

Saksham Suri, Moustafa Meshry, Larry S. Davis, Abhinav Shrivastava

Robust Learning via Conditional Prevalence Adjustment

Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu

SequenceMatch: Revisiting the Design of Weak-Strong Augmentations for Semi-Supervised Learning

Khanh-Binh Nguyen

Hyb-NeRF: A Multiresolution Hybrid Encoding for Neural Radiance Fields

Yifan Wang, Yi Gong, Yuan Zeng

CPSeg: Finer-Grained Image Semantic Segmentation via Chain-of-Thought Language Prompting

Lei Li

Constrained Probabilistic Mask Learning for Task-Specific Undersampled MRI Reconstruction

Tobias Weber, Michael Ingrisch, Bernd Bischl, David Rügamer

Self-Supervised Representation Learning With Cross-Context Learning Between Global and Hypercolumn Features

Zheng Gao, Chen Feng, Ioannis Patras

Content-Aware Image Color Editing With Auxiliary Color Restoration Tasks

Yixuan Ren, Jing Shi, Zhifei Zhang, Yifei Fan, Zhe Lin

Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-Free Continual Learning

Filip Szatkowski, Mateusz Pyla, Marcin Przewięźlikowski, Sebastian Cygert, Bartłomiej Twardowski

MACP: Efficient Model Adaptation for Cooperative Perception

Yunsheng Ma, Juanwu Lu, Can Cui, Sicheng Zhao, Xu Cao

Favoring One Among Equals - Not a Good Idea: Many-to-One Matching for Robust Transformer Based Pedestrian Detection

K.N. Ajay Shastry, K. Ravi Sri Teja, Aditya Nigam, Chetan Arora

Are Natural Domain Foundation Models Useful for Medical Image Classification?

Joana Palés Huix, Adithya Raju Ganeshan, Johan Fredin Haslum, Magnus Söderberg, Christos Matsoukas

ReConPatch: Contrastive Patch Representation Learning for Industrial Anomaly Detection

Jeeho Hyun, Sangyun Kim, Giyoung Jeon, Seung Hwan Kim, Kyunghoon Bae

CCMR: High Resolution Optical Flow Estimation via Coarse-To-Fine Context-Guided Motion Reasoning

Azin Jahedi, Maximilian Luz, Marc Rivinius, Andrés Bruhn

Rethinking Visibility in Human Pose Estimation: Occluded Pose Reasoning via Transformers

Pengzhan Sun, Kerui Gu, Yunsong Wang, Linlin Yang, Angela Yao