CVPR

DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback

Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran

Comments CVPR 2024. The feedback datasets are released at: https://huggingface.co/datasets/YangyiYY/LVLM_NLF

Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs

Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Tat-Seng Chua

Comments CVPR 2024

Privacy-Preserving Face Recognition Using Trainable Feature Subtraction

Yuxi Mi, Zhizhou Zhong, Yuge Huang, Jiazhen Ji, Jianqing Xu, Jun Wang, Shaoming Wang, Shouhong Ding, Shuigeng Zhou

Comments CVPR 2024

Friendly Sharpness-Aware Minimization

Tao Li, Pan Zhou, Zhengbao He, Xinwen Cheng, Xiaolin Huang

Comments CVPR 2024

DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions

Yunxiao Shi, Manish Kumar Singh, Hong Cai, Fatih Porikli

Comments Accepted at CVPR 2024

Interactive Continual Learning: Fast and Slow Thinking

Biqing Qi, Xingquan Chen, Junqi Gao, Dong Li, Jianxing Liu, Ligang Wu, Bowen Zhou

Comments Accepted to CVPR 2024

HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation

Ce Zhang, Simon Stepputtis, Joseph Campbell, Katia Sycara, Yaqi Xie

Comments Accepted by CVPR 2024. Project page: https://zhangce01.github.io/HiKER-SGG

Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning

Da-Wei Zhou, Hai-Long Sun, Han-Jia Ye, De-Chuan Zhan

Comments Accepted to CVPR 2024. Code is available at: https://github.com/sun-hailong/CVPR24-Ease

ReGenNet: Towards Human Action-Reaction Synthesis

Liang Xu, Yizhou Zhou, Yichao Yan, Xin Jin, Wenhan Zhu, Fengyun Rao, Xiaokang Yang, Wenjun Zeng

Comments Accepted by CVPR 2024, Project Page: https://liangxuy.github.io/ReGenNet/

Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery

Yuqi Zhang, Guanying Chen, Jiaxing Chen, Shuguang Cui

Comments CVPR 2024: https://zyqz97.github.io/Aerial_Lifting/

MCD: Diverse Large-Scale Multi-Campus Dataset for Robot Perception

Thien-Minh Nguyen, Shenghai Yuan, Thien Hoang Nguyen, Pengyu Yin, Haozhi Cao, Lihua Xie, Maciej Wozniak, Patric Jensfelt, Marko Thiel, Justin Ziegenbein, Noel Blunder

Comments Accepted by The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024

Robust Overfitting Does Matter: Test-Time Adversarial Purification With FGSM

Linyu Tang, Lei Zhang

Comments CVPR 2024

Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization

Yujia Liu, Chenxi Yang, Dingquan Li, Jianhao Ding, Tingting Jiang

Comments accepted by CVPR 2024

Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias

Wenyu Zhang, Qingmu Liu, Felix Ong Wei Cong, Mohamed Ragab, Chuan-Sheng Foo

Comments Accepted to CVPR 2024

SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream

Lin Zhu, Kangmin Jia, Yifan Zhao, Yunshan Qi, Lizhi Wang, Hua Huang

Comments Accepted by CVPR 2024

NetTrack: Tracking Highly Dynamic Objects with a Net

Guangze Zheng, Shijie Lin, Haobo Zuo, Changhong Fu, Jia Pan

Comments Accepted by CVPR 2024

DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation

Yuanchen Wu, Xichen Ye, Kequan Yang, Jide Li, Xiaoqiang Li

Comments Accepted to CVPR 2024

CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion

Xiaoyu Wu, Yang Hua, Chumeng Liang, Jiaru Zhang, Hao Wang, Tao Song, Haibing Guan

Comments Accepted by CVPR 2024

Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis

Yiyang Chen, Lunhao Duan, Shanshan Zhao, Changxing Ding, Dacheng Tao

Comments Accepted by CVPR 2024

Audio-Visual Segmentation via Unlabeled Frame Exploitation

Jinxiang Liu, Yikun Liu, Fei Zhang, Chen Ju, Ya Zhang, Yanfeng Wang

Comments Accepted by CVPR 2024

SemCity: Semantic Scene Generation with Triplane Diffusion

Jumin Lee, Sebin Lee, Changho Jo, Woobin Im, Juhyeong Seon, Sung-Eui Yoon

Comments Accepted to CVPR 2024

Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts

Jiawen Zhu, Guansong Pang

Comments Accepted to CVPR 2024; 17 pages; 5 figures

Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities

Yiyuan Zhang, Xiaohan Ding, Kaixiong Gong, Yixiao Ge, Ying Shan, Xiangyu Yue

Comments CVPR 2024. Code and models are available at https://github.com/AILab-CVC/M2PT

FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models

Shivangi Aneja, Justus Thies, Angela Dai, Matthias Nießner

Comments Paper Video: https://youtu.be/7Jf0kawrA3Q Project Page: https://shivangi-aneja.github.io/projects/facetalk/

Journal ref CVPR 2024

MaxQ: Multi-Axis Query for N:M Sparsity Network

Jingyang Xiang, Siqi Li, Junhao Chen, Zhuangzhi Chen, Tianxin Huang, Linpeng Peng, Yong Liu

Comments Accepted by the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR2024)

Towards More Unified In-context Visual Understanding

Dianmo Sheng, Dongdong Chen, Zhentao Tan, Qiankun Liu, Qi Chu, Jianmin Bao, Tao Gong, Bin Liu, Shengwei Xu, Nenghai Yu

Comments Accepted by CVPR 2024

Learning Triangular Distribution in Visual World

Ping Chen, Xingpeng Zhang, Chengtao Zhou, Dichao Fan, Peng Tu, Le Zhang, Yanlin Qian

Comments Accepet by CVPR 2024 (11 pages, 5 figures)

UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition

Xiaohan Ding, Yiyuan Zhang, Yixiao Ge, Sijie Zhao, Lin Song, Xiangyu Yue, Ying Shan

Comments CVPR 2024. Code, all the models, reproducible training scripts at https://github.com/AILab-CVC/UniRepLKNet

Implicit Event-RGBD Neural SLAM

Delin Qu, Chi Yan, Dong Wang, Jie Yin, Dan Xu, Bin Zhao, Xuelong Li

Comments Accept at CVPR 2024

Learning Degradation-Independent Representations for Camera ISP Pipelines

Yanhui Guo, Fangzhou Luo, Xiaolin Wu

Comments Accepted by CVPR 2024