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Aggregated Residual Transformations for Deep Neural Networks

16 November 2016

Piotr Dollár

Papers citing "Aggregated Residual Transformations for Deep Neural Networks"

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Title
CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models Amy Rafferty Rishi Ramaesh Ajitha Rajan MedIm AAML 149 0 0 04 Feb 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 154 0 0 28 Jan 2025
Patent Figure Classification using Large Vision-language Models Sushil Awale Eric Müller-Budack Ralph Ewerth 66 0 0 22 Jan 2025
A margin-based replacement for cross-entropy loss Michael W. Spratling Heiko H. Schütt 160 0 0 21 Jan 2025
Enhancing Adversarial Transferability via Component-Wise Transformation Hangyu Liu Bo Peng Pengxiang Ding Donglin Wang Donglin Wang AAML 96 0 0 21 Jan 2025
Advancing Oyster Phenotype Segmentation with Multi-Network Ensemble and Multi-Scale mechanism Wenli Yang Yanyu Chen Andrew Trotter Byeong Kang 66 1 0 20 Jan 2025
Classifier Ensemble for Efficient Uncertainty Calibration of Deep Neural Networks for Image Classification Michael Schulze Nikolas Ebert Laurenz Reichardt Oliver Wasenmüller UQCV 112 0 0 20 Jan 2025
MOGNET: A Mux-residual quantized Network leveraging Online-Generated weights Van Thien Nguyen William Guicquero Gilles Sicard MQ 163 1 0 17 Jan 2025
TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging L. Ruzicka Bernhard Kohn Clemens Heitzinger 217 0 0 10 Jan 2025
Hyper-3DG: Text-to-3D Gaussian Generation via Hypergraph Donglin Di Jiahui Yang Chaofan Luo Zhou Xue Wei Chen Xun Yang Yue Gao 3DGS 138 11 0 10 Jan 2025
CAMs as Shapley Value-based Explainers Huaiguang Cai FAtt 90 1 0 09 Jan 2025
Hierarchical Light Transformer Ensembles for Multimodal Trajectory Forecasting Adrien Lafage Mathieu Barbier Gianni Franchi David Filliat 90 4 0 08 Jan 2025
Vim-F: Visual State Space Model Benefiting from Learning in the Frequency Domain Juntao Zhang Kun Bian Peng Cheng You Zhou Jianning Liu Wenbo An Jun Zhou Kun Shao Mamba 130 3 0 08 Jan 2025
Normalizing Batch Normalization for Long-Tailed Recognition Yuxiang Bao Guoliang Kang Linlin Yang Xiaoyue Duan Bo Zhao Baochang Zhang MQ 111 0 0 06 Jan 2025
Facial Attractiveness Prediction in Live Streaming: A New Benchmark and Multi-modal Method Haoyang Li Xiaoyu Ren Hongjiu Yu Huiyu Duan Kai Li Ying Chen Libo Wang Xiongkuo Min Guangtao Zhai Xu Liu CVBM 172 0 0 05 Jan 2025
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 324 734 0 31 Dec 2024
RobustBlack: Challenging Black-Box Adversarial Attacks on State-of-the-Art Defenses Mohamed Djilani Salah Ghamizi Maxime Cordy 160 1 0 31 Dec 2024
UNet--: Memory-Efficient and Feature-Enhanced Network Architecture based on U-Net with Reduced Skip-Connections Lingxiao Yin Wei Tao Dongyue Zhao Tadayuki Ito Kinya Osa Masami Kato Tse-Wei Chen 87 0 0 24 Dec 2024
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks Yaming Zhang Chenqiang Gao Fangcen Liu Junjie Guo Lan Wang Xinggan Peng Deyu Meng 201 0 0 21 Dec 2024
A comprehensive GeoAI review: Progress, Challenges and Outlooks Anasse Boutayeb Iyad Lahsen-cherif Ahmed El Khadimi 109 0 0 16 Dec 2024
On Distilling the Displacement Knowledge for Few-Shot Class-Incremental Learning Pengfei Fang Yongchun Qin H. Xue CLL 144 0 0 15 Dec 2024
A Decade of Deep Learning: A Survey on The Magnificent Seven Dilshod Azizov Muhammad Arslan Manzoor Velibor Bojkovic Yingxu Wang Ziyi Wang ... Liang Li Siwei Liu Yu Zhong Wei Liu Shangsong Liang OOD AI4TS MedIm 177 0 0 13 Dec 2024
Pre-trained Multiple Latent Variable Generative Models are good defenders against Adversarial Attacks Dario Serez Marco Cristani Alessio Del Bue Vittorio Murino Pietro Morerio AAML 167 0 0 04 Dec 2024
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods Jiamian Hu Yuanyuan Hong Yihua Chen He Wang Moriaki Yasuhara 131 1 0 03 Dec 2024
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior Yi Yu Yufei Wang Wenhan Yang Lanqing Guo Shijian Lu Ling-yu Duan Yap-Peng Tan Alex C. Kot AAML 142 9 0 02 Dec 2024
Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices Awais Khan Ijaz Ul Haq K. Malik 133 0 0 29 Nov 2024
Pretrained Reversible Generation as Unsupervised Visual Representation Learning Rongkun Xue Jinouwen Zhang Yazhe Niu Dazhong Shen Bingqi Ma Yu Liu Jing Yang 199 0 0 29 Nov 2024
ANDHRA Bandersnatch: Training Neural Networks to Predict Parallel Realities Venkata Satya Sai Ajay Daliparthi 92 0 0 28 Nov 2024
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network Haoyang He Jing Zhang Yuxuan Cai Hongxu Chen Xiaobin Hu Zhenye Gan Yun Wang Chengjie Wang Yunsheng Wu Lei Xie Mamba 155 7 0 24 Nov 2024
Symmetric Perception and Ordinal Regression for Detecting Scoliosis Natural Image Xiaojia Zhu Rui Chen Xiaoqi Guo Z. Shao Yuhu Dai Ming Zhang Chuandong Lang 113 0 0 24 Nov 2024
Corner2Net: Detecting Objects as Cascade Corners Chenglong Liu Jintao Liu Haorao Wei Jinze Yang Liangyu Xu Yuchen Guo Lu Fang 97 0 0 24 Nov 2024
Enhancing Thermal MOT: A Novel Box Association Method Leveraging Thermal Identity and Motion Similarity Wassim El Ahmar Dhanvin Kolhatkar F. Nowruzi R. Laganière 137 0 0 20 Nov 2024
CLIC: Contrastive Learning Framework for Unsupervised Image Complexity Representation Shipeng Liu Liang Zhao Dengfeng Chen SSL 245 1 0 19 Nov 2024
SL-YOLO: A Stronger and Lighter Drone Target Detection Model Defan Chen Luchan Zhang ObjD 253 2 0 18 Nov 2024
D-Cube: Exploiting Hyper-Features of Diffusion Model for Robust Medical Classification Minhee Jang Juheon Son Thanaporn Viriyasaranon Junho Kim Jang-Hwan Choi MedIm 122 0 0 17 Nov 2024
Deep Learning for Micro-Scale Crack Detection on Imbalanced Datasets Using Key Point Localization Fatahlla Moreh Yusuf Hasan Bilal Zahid Hussain Mohammad Ammar Sven Tomforde 28 0 0 15 Nov 2024
An Architectural Approach to Enhance Deep Long-Tailed Learning Yuhan Pan Yanan Sun Wei Gong 84 1 0 09 Nov 2024
TransUNext: towards a more advanced U-shaped framework for automatic vessel segmentation in the fundus image Xiang Li Mingsi Liu Lixin Duan ViT MedIm 137 0 0 05 Nov 2024
MBDRes-U-Net: Multi-Scale Lightweight Brain Tumor Segmentation Network Longfeng Shen Yanqi Hou Jiacong Chen Liangjin Diao Yaxi Duan 44 0 0 04 Nov 2024
DSDE: Using Proportion Estimation to Improve Model Selection for Out-of-Distribution Detection Jingyao Geng Yuan Zhang Jiaqi Huang Feng Xue Falong Tan Chuanlong Xie Shumei Zhang OODD 100 1 0 03 Nov 2024
On the Impact of White-box Deployment Strategies for Edge AI on Latency and Model Performance Jaskirat Singh Bram Adams Ahmed E. Hassan VLM 144 0 0 01 Nov 2024
TrAct: Making First-layer Pre-Activations Trainable Felix Petersen Christian Borgelt Stefano Ermon 68 0 0 31 Oct 2024
Mitigating Gradient Overlap in Deep Residual Networks with Gradient Normalization for Improved Non-Convex Optimization Juyoung Yun 44 3 0 28 Oct 2024
Deep Learning-Based Fatigue Cracks Detection in Bridge Girders using Feature Pyramid Networks Jiawei Zhang Jun Li Reachsak Ly Yunyi Liu Jiangpeng Shu 49 5 0 28 Oct 2024
FusedInf: Efficient Swapping of DNN Models for On-Demand Serverless Inference Services on the Edge Sifat Ut Taki Arthi Padmanabhan Spyridon Mastorakis 46 0 0 28 Oct 2024
Improving Generalization in Visual Reasoning via Self-Ensemble Tien-Huy Nguyen Quang-Khai Tran Anh-Tuan Quang-Hoang VLM LRM 128 6 0 28 Oct 2024
A Comparative Study of Multiple Deep Learning Algorithms for Efficient Localization of Bone Joints in the Upper Limbs of Human Body Soumalya Bose Soham Basu Indranil Bera Sambit Mallick Snigdha Paul Saumodip Das Swarnendu Sil Swarnava Ghosh Anindya Sen 16 0 0 28 Oct 2024
Unlocking Comics: The AI4VA Dataset for Visual Understanding Peter Grönquist Deblina Bhattacharjee Bahar Aydemir Baran Ozaydin Tong Zhang Mathieu Salzmann Sabine Süsstrunk 36 1 0 27 Oct 2024
On Occlusions in Video Action Detection: Benchmark Datasets And Training Recipes Rajat Modi Vibhav Vineet Yogesh S Rawat 86 2 0 25 Oct 2024
Scale Propagation Network for Generalizable Depth Completion Haotian Wang Meng Yang Xinhu Zheng Gang Hua 99 2 0 24 Oct 2024