WACV

EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies

Kilian Batzner, Lars Heckler, Rebecca König

Comments Accepted as Oral to WACV 2024

Journal ref Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, pp. 128-138

Kaizen: Practical Self-supervised Continual Learning with Continual Fine-tuning

Chi Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar, Cecilia Mascolo, Akhil Mathur

Comments Presented at IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024. The code for this work is available at https://github.com/dr-bell/kaizen

Journal ref Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, pp. 2841-2850

Feed-Forward Latent Domain Adaptation

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

Comments Accepted at WACV 2024. Project page: https://ondrejbohdal.github.io/cxda

Bridging the Gap between Multi-focus and Multi-modal: A Focused Integration Framework for Multi-modal Image Fusion

Xilai Li, Xiaosong Li, Tao Ye, Xiaoqi Cheng, Wuyang Liu, Haishu Tan

Comments Accepted to IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024

Variational Transfer Learning using Cross-Domain Latent Modulation

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

Comments Under review. Extended version of a previous WACV paper (arXiv:2012.11727). 13 pages, 8 figures

Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution

Xin Yuan, Jinoo Baek, Keyang Xu, Omer Tov, Hongliang Fei

Comments WACV'24 workshop

Efficient Attention: Attention with Linear Complexities

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

Comments To appear at WACV 2021

Neural Echos: Depthwise Convolutional Filters Replicate Biological Receptive Fields

Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu

Journal ref Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (2024) 8216-8225

Enhancing Surveillance Camera FOV Quality via Semantic Line Detection and Classification with Deep Hough Transform

Andrew C. Freeman, Wenjing Shi, Bin Hwang

Comments Appeared in the WACV 2024 Workshop on Image/Video/Audio Quality in Computer Vision and Generative AI

Increasing biases can be more efficient than increasing weights

Carlo Metta, Marco Fantozzi, Andrea Papini, Gianluca Amato, Matteo Bergamaschi, Silvia Giulia Galfrè, Alessandro Marchetti, Michelangelo Vegliò, Maurizio Parton, Francesco Morandin

Comments Major rewriting. Supersedes v1 and v2. Focusing on the fact that not all parameters are born equal: biases can be more important than weights. Accordingly, new title and new abstract, and many more experiments on fully connected architectures. This is the extended version of the paper published at WACV 2024

Diffusion models meet image counter-forensics

Matías Tailanian, Marina Gardella, Álvaro Pardo, Pablo Musé

Journal ref Tailanián, M., Gardella, M., Pardo, A., & Musé, P. (2024). Diffusion models meet image counter-forensics. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (pp. 3925-3935)

Online Class-Incremental Learning For Real-World Food Image Classification

Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu

Comments Accepted at IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024)

PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud

Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen

Comments Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2023: 1298-1307

Journal ref Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2023: 1298-1307

Gradient Coreset for Federated Learning

Durga Sivasubramanian, Lokesh Nagalapatti, Rishabh Iyer, Ganesh Ramakrishnan

Comments Accepted at WACV-24

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

Comments WACV 2024

Improving the Detection of Small Oriented Objects in Aerial Images

Chandler Timm C. Doloriel, Rhandley D. Cajote

Comments C. T. C. Doloriel and R. D. Cajote, "Improving the Detection of Small Oriented Objects in Aerial Images," 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), Waikoloa, HI, USA, 2023, pp. 176-185, doi: 10.1109/WACVW58289.2023.00023

Interaction Region Visual Transformer for Egocentric Action Anticipation

Debaditya Roy, Ramanathan Rajendiran, Basura Fernando

Comments Top of the public leaderboard on EK100 Action Anticipation https://codalab.lisn.upsaclay.fr/competitions/702#results. Accepted at IEEE/CVF WACV 2024

D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment

Lin Zhang, Linghan Xu, Saman Motamed, Shayok Chakraborty, Fernando De la Torre

Comments Accepted Poster at WACV 2024

Modality-Aware Representation Learning for Zero-shot Sketch-based Image Retrieval

Eunyi Lyou, Doyeon Lee, Jooeun Kim, Joonseok Lee

Comments Accepted at WACV 2024

ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection

Jeeho Hyun, Sangyun Kim, Giyoung Jeon, Seung Hwan Kim, Kyunghoon Bae, Byung Jun Kang

Comments Accepted on WACV 2024

SOAP: Cross-sensor Domain Adaptation for 3D Object Detection Using Stationary Object Aggregation Pseudo-labelling

Chengjie Huang, Vahdat Abdelzad, Sean Sedwards, Krzysztof Czarnecki

Comments Accepted by WACV 2024

Efficient Selective Audio Masked Multimodal Bottleneck Transformer for Audio-Video Classification

Wentao Zhu

Comments Accepted by WACV 2024; well-formatted PDF is in https://drive.google.com/file/d/1qvW52lamsvNGMCqPS7q8g8L4NaR_LlbR/view?usp=sharing. arXiv admin note: text overlap with arXiv:2401.04023

Efficient Multiscale Multimodal Bottleneck Transformer for Audio-Video Classification

Wentao Zhu

Comments Accepted by WACV 2024; well-formatted PDF is in https://drive.google.com/file/d/10Zo_ydJZFAm7YsxHDgTjhyc4dEJbW_dk/view?usp=sharing

Controllable Image Synthesis of Industrial Data Using Stable Diffusion

Gabriele Valvano, Antonino Agostino, Giovanni De Magistris, Antonino Graziano, Giacomo Veneri

Journal ref Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, pp. 5354-5363

DiffBody: Diffusion-based Pose and Shape Editing of Human Images

Yuta Okuyama, Yuki Endo, Yoshihiro Kanamori

Comments Accepted to WACV 2024, project page: https://www.cgg.cs.tsukuba.ac.jp/~okuyama/pub/diffbody/

TPC-ViT: Token Propagation Controller for Efficient Vision Transformer

Wentao Zhu

Comments Accepted by the main conference of WACV 2024; well-formatted PDF is in https://drive.google.com/file/d/1Id3oEdYv3OWing1qojQMyjvhZO-gG-Dm/view?usp=sharing ; supplementary is in https://drive.google.com/file/d/15LhYlBdCXtompA0_TLAp_ZJb4_sq2N5V/view?usp=sharing

Assessing Neural Network Robustness via Adversarial Pivotal Tuning

Peter Ebert Christensen, Vésteinn Snæbjarnarson, Andrea Dittadi, Serge Belongie, Sagie Benaim

Comments Major changes include new experiments in Table 1 on page 5 and Table 2-4 on page 6, new figure 5 on page 8. Paper accepted at WACV (oral)

OptFlow: Fast Optimization-based Scene Flow Estimation without Supervision

Rahul Ahuja, Chris Baker, Wilko Schwarting

Comments Accepted at the proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024

SCoRD: Subject-Conditional Relation Detection with Text-Augmented Data

Ziyan Yang, Kushal Kafle, Zhe Lin, Scott Cohen, Zhihong Ding, Vicente Ordonez

Comments WACV 2024

PressureVision++: Estimating Fingertip Pressure from Diverse RGB Images

Patrick Grady, Jeremy A. Collins, Chengcheng Tang, Christopher D. Twigg, Kunal Aneja, James Hays, Charles C. Kemp

Comments WACV 2024