Scene_Classification

Scene_Classification

• 2022-06-27 Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework    Rahil Parikh, Harshavardhan Sundar, Ming Sun, Chao Wang, Spyros Matsoukas arXiv_AI arXiv_AI  Scene_Classification  Regularization  Classification  PDF
• 2022-06-24 Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification    Byeonggeun Kim, Seunghan Yang, Jangho Kim, Hyunsin Park, Juntae Lee, Simyung Chang arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  CNN  PDF
• 2022-06-24 BYOL-S: Learning Self-supervised Speech Representations by Bootstrapping    Gasser Elbanna, Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Karl El Hajal, Milos Cernak arXiv_SD arXiv_SD  Transformer  Embedding  Scene_Classification  Speech  Self-Supervised  Pose  Classification  Detection  CNN  PDF
• 2022-06-21 Joint Analysis of Acoustic Scenes and Sound Events Based on Multitask Learning with Dynamic Weight Adaptation    Kayo Nada, Keisuke Imoto, Takao Tsuchiya arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Detection  PDF
• 2022-06-20 Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network    Lam Pham, Khoa Tran, Dat Ngo, Jasmin Lampert, Alexander Schindler arXiv_CV arXiv_CV  Transfer_Learning  Scene_Classification  Pose  Classification  Deep_Learning  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2022-06-16 DCASE 2022: Comparative Analysis Of CNNs For Acoustic Scene Classification Under Low-Complexity Considerations    Josep Zaragoza-Paredes, Javier Naranjo-Alcazar, Valery Naranjo, Pedro Zuccarello arXiv_SD arXiv_SD  Scene_Classification  Classification  Inference  Prediction  Matching  PDF
• 2022-06-13 Low-complexity deep learning frameworks for acoustic scene classification    Lam Pham, Dat Ngo, Anahid Jalali, Alexander Schindler arXiv_SD arXiv_SD  Scene_Classification  Pose  Action  Classification  Deep_Learning  PDF
• 2022-06-02 Self-supervised Learning of Audio Representations from Audio-Visual Data using Spatial Alignment    Shanshan Wang, Archontis Politis, Annamaria Mesaros, Tuomas Virtanen arXiv_SD arXiv_SD  Recognition  Scene_Classification  Represenation_Learning  Self-Supervised  Pose  Action_Recognition  Action  Classification  Detection  Object_Detection  PDF
• 2022-05-27 Learning Instance Representation Banks for Aerial Scene Classification    Jingjun Yi, Beichen Zhou arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  GAN  PDF
• 2022-05-17 Pairwise Comparison Network for Remote Sensing Scene Classification    Zhang Yue, Zheng Xiangtao, Lu Xiaoqiang arXiv_AI arXiv_AI  Scene_Classification  Pose  Classification  CNN  PDF
• 2022-05-06 All Grains, One Scheme : Learning Multi-grain Instance Representation for Aerial Scene Classification    Qi Bi, Beichen Zhou, Kun Qin, Qinghao Ye, Gui-Song Xia arXiv_CV arXiv_CV  Scene_Classification  Knowledge  Pose  Classification  CNN  PDF
• 2022-05-01 Relation-guided acoustic scene classification aided with event embeddings    Yuanbo Hou, Bo Kang, Wout Van Hauwermeiren, Dick Botteldooren arXiv_SD arXiv_SD  Embedding  Recognition  Scene_Classification  Pose  Classification  Relation  PDF
• 2022-04-26 A Comparative Study on Approaches to Acoustic Scene Classification using CNNs    Ishrat Jahan Ananya, Sarah Suad, Shadab Hafiz Choudhury, Mohammad Ashrafuzzaman Khan arXiv_AI arXiv_AI  Embedding  Scene_Classification  Classification  PDF
• 2022-04-25 Audio-Visual Scene Classification Using A Transfer Learning Based Joint Optimization Strategy    Chengxin Chen, Meng Wang, Pengyuan Zhang arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Scene_Classification  Optimization  Pose  Classification  Attention  PDF
• 2022-04-10 TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning    Chao Tao, Ji Qia, Guo Zhang, Qing Zhu, Weipeng Lu, Haifeng Li arXiv_AI arXiv_AI  Image_Caption  Segmentation  Semantic_Segmentation  Scene_Classification  Optimization  Knowledge  Self-Supervised  Pose  Classification  Detection  Object_Detection  PDF
• 2022-04-05 How Information on Acoustic Scenes and Sound Events Mutually Benefits Event Detection and Scene Classification Tasks    Keisuke Imoto, Yuka Komatsu, Shunsuke Tsubaki, Tatsuya Komatsu arXiv_SD arXiv_SD  Scene_Classification  Adversarial  Pose  Classification  Deep_Learning  Detection  PDF
• 2022-03-31 1-D CNN based Acoustic Scene Classification via Reducing Layer-wise Dimensionality    Arshdeep Singh arXiv_SD arXiv_SD  Embedding  Scene_Classification  Pose  Classification  CNN  PDF
• 2022-03-29 A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification    Arshdeep Singh, Mark D. Plumbley arXiv_AI arXiv_AI  Scene_Classification  Pose  Classification  CNN  Inference  PDF
• 2022-03-29 A Multi-Stage Duplex Fusion ConvNet for Aerial Scene Classification    Jingjun Yi, Beichen Zhou arXiv_AI arXiv_AI  Scene_Classification  Classification  Deep_Learning  Drone  CNN  PDF
• 2022-03-23 Wider or Deeper Neural Network Architecture for Acoustic Scene Classification with Mismatched Recording Devices    Lam Pham, Khoa Dinh, Dat Ngo, Hieu Tang, Alexander Schindler arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  PDF
• 2022-03-16 Instance-level loss based multiple-instance learning for acoustic scene classification    Won-Gook Choi, Joon-Hyuk Chang, Jae-Mo Yang, Han-Gil Moon arXiv_SD arXiv_SD  Scene_Classification  Weakly_Supervised  Pose  Classification  CNN  PDF
• 2022-03-16 A Squeeze-and-Excitation and Transformer based Cross-task System for Environmental Sound Recognition    Jisheng Bai, Jianfeng Chen, Mou Wang, Muhammad Saad Ayub arXiv_SD arXiv_SD  Transformer  Recognition  Scene_Classification  Knowledge  Pose  Classification  Detection  Relation  Attention  PDF
• 2022-03-07 Deep Neural Decision Forest for Acoustic Scene Classification    Jianyuan Sun, Xubo Liu, Xinhao Mei, Jinzheng Zhao, Mark D. Plumbley, Volkan Kılıç, Wenwu Wang arXiv_AI arXiv_AI  Scene_Classification  Pose  Classification  Deep_Learning  Attention  CNN  PDF
• 2022-03-07 A study on joint modeling and data augmentation of multi-modalities for audio-visual scene classification    Qing Wang, Jun Du, Siyuan Zheng, Yunqing Li, Yajian Wang, Yuzhong Wu, Hu Hu, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Yannan Wang, Chin-Hui Lee arXiv_SD arXiv_SD  Embedding  Scene_Classification  Pose  Classification  PDF
• 2022-03-04 Feature Transformation for Cross-domain Few-shot Remote Sensing Scene Classification    Qiaoling Chen, Zhihao Chen, Wei Luo arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Few-Shot  PDF
• 2022-02-15 Debiased Pseudo Labeling in Self-Training    Baixu Chen, Junguang Jiang, Ximei Wang, Jianmin Wang, Mingsheng Long arXiv_CV arXiv_CV  Recognition  Scene_Classification  Pose  Classification  PDF
• 2022-02-14 Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark    Yonghao Xu, Pedram Ghamisi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Scene_Classification  Knowledge  Adversarial  Pose  Classification  PDF
• 2022-01-20 CELESTIAL: Classification Enabled via Labelless Embeddings with Self-supervised Telescope Image Analysis Learning    Suhas Kotha, Anirudh Koul, Siddha Ganju, Meher Kasam arXiv_CV arXiv_CV  Image_Caption  Embedding  Unsupervised  Scene_Classification  Sparse  Image_Retrieval  Knowledge  Self-Supervised  Classification  PDF
• 2022-01-06 Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling    Yang Long, Gui-Song Xia, Liangpei Zhang, Gong Cheng, Deren Li arXiv_CV arXiv_CV  Segmentation  Scene_Parsing  Scene_Classification  Knowledge  Review  Classification  CNN  PDF
• 2021-12-26 Acoustic scene classification using auditory datasets    Jayesh Kumpawat, Shubhajit Dey arXiv_SD arXiv_SD  Scene_Classification  Classification  Deep_Learning  PDF
• 2021-12-21 Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems    Xu Kang, Bin Song, Jie Guo, Zhijin Qin, F. Richard Yu arXiv_CV arXiv_CV  Reinforcement_Learning  Scene_Classification  Pose  Classification  Deep_Learning  PDF
• 2021-12-16 An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification    Lam Pham, Dat Ngo, Phu X. Nguyen, Truong Hoang, Alexander Schindler arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Deep_Learning  PDF
• 2021-12-09 On The Effect Of Coding Artifacts On Acoustic Scene Classification    Nagashree K. S. Rao, Nils Peters arXiv_SD arXiv_SD  Scene_Classification  Classification  PDF
• 2021-12-07 RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition    Cheng Peng, Yangyang Li, Ronghua Shang, Licheng Jiao arXiv_AI arXiv_AI  NAS  Recognition  Scene_Classification  Knowledge  Pose  Classification  Deep_Learning  Detection  Object_Detection  PDF
• 2021-11-21 Health Monitoring of Industrial machines using Scene-Aware Threshold Selection    Arshdeep Singh, Raju Arvind, Padmanabhan Rajan arXiv_AI arXiv_AI  Reconstruction  Unsupervised  Scene_Classification  Pose  Classification  PDF
• 2021-11-12 Domain Generalization on Efficient Acoustic Scene Classification using Residual Normalization    Byeonggeun Kim, Seunghan Yang, Jangho Kim, Simyung Chang arXiv_SD arXiv_SD  Quantization  Scene_Classification  Knowledge  Pose  Classification  PDF
• 2021-11-05 The Role of Pre-Training in High-Resolution Remote Sensing Scene Classification    Vladimir Risojević, Vladan Stojnić arXiv_CV arXiv_CV  Scene_Classification  Classification  PDF
• 2021-11-05 Remote Sensing Image Super-resolution and Object Detection: Benchmark and State of the Art    Yi Wang, Syed Muhammad Arsalan Bashir, Mahrukh Khan, Qudrat Ullah, Rui Wang, Yilin Song, Zhe Guo, Yilong Niu arXiv_AI arXiv_AI  Super_Resolution  Scene_Classification  Review  Adversarial  Pose  Classification  Deep_Learning  Detection  Object_Detection  PDF
• 2021-10-27 SOAT: A Scene- and Object-Aware Transformer for Vision-and-Language Navigation    Abhinav Moudgil, Arjun Majumdar, Harsh Agrawal, Stefan Lee, Dhruv Batra arXiv_CV arXiv_CV  Transformer  Scene_Classification  Classification  Detection  Object_Detection  PDF
• 2021-10-26 Leveraging Local Temporal Information for Multimodal Scene Classification    Saurabh Sahu, Palash Goyal arXiv_CV arXiv_CV  Transformer  Video_Caption  Scene_Classification  Pose  Classification  Relation  Attention  PDF
• 2021-10-26 Towards Audio Domain Adaptation for Acoustic Scene Classification using Disentanglement Learning    Jakob Abeßer, Meinard Müller arXiv_SD arXiv_SD  Embedding  Unsupervised  Scene_Classification  Pose  Classification  PDF
• 2021-10-18 Adversarial Domain Adaptation with Paired Examples for Acoustic Scene Classification on Different Recording Devices    Stanisław Kacprzak, Konrad Kowalczyk arXiv_SD arXiv_SD  Scene_Classification  Adversarial  Classification  GAN  PDF
• 2021-10-16 A Variational Bayesian Approach to Learning Latent Variables for Acoustic Knowledge Transfer    Hu Hu, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Chin-Hui Lee arXiv_AI arXiv_AI  Scene_Classification  Knowledge  Pose  Classification  Attention  Inference  PDF
• 2021-10-14 ASK: Adaptively Selecting Key Local Features for RGB-D Scene Recognition    Zhitong Xiong, Yuan Yuan, Qi Wang arXiv_CV arXiv_CV  Recognition  Scene_Classification  Pose  Classification  Relation  PDF
• 2021-10-09 An evaluation of data augmentation methods for sound scene geotagging    Helen L. Bear, Veronica Morfi, Emmanouil Benetos arXiv_SD arXiv_SD  Surveillance  Scene_Classification  Classification  PDF
• 2021-10-09 Visually Exploring Multi-Purpose Audio Data    David Heise, Helen L. Bear arXiv_SD arXiv_SD  Unsupervised  Scene_Classification  Self-Supervised  Pose  Classification  PDF
• 2021-10-09 SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification    Baoquan Zhang, Shanshan Feng, Xutao Li, Yunming Ye, Rui Ye arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Relation  Few-Shot  Image_Classification  Prediction  Matching  PDF
• 2021-09-25 An embarrassingly simple comparison of machine learning algorithms for indoor scene classification    Bhanuka Manesha Samarasekara Vitharana Gamage arXiv_CV arXiv_CV  NAS  Recognition  Scene_Classification  Pose  Classification  Autonomous  PDF
• 2021-08-13 Cross-modal Spectrum Transformation Network For Acoustic Scene classification    Yang Liu, Alexandros Neophytou, Sunando Sengupta, Eric Sommerlade arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Relation  CNN  PDF
• 2021-08-11 Robust Feature Learning on Long-Duration Sounds for Acoustic Scene Classification    Yuzhong Wu, Tan Lee arXiv_AI arXiv_AI  Scene_Classification  Pose  Classification  CNN  PDF
• 2021-08-06 SpecMix : A Mixed Sample Data Augmentation method for Training withTime-Frequency Domain Features    Gwantae Kim, David K. Han, Hanseok Ko arXiv_SD arXiv_SD  Enhancement  Scene_Classification  Speech  Pose  Classification  Relation  Image_Classification  PDF
• 2021-08-02 Robust Acoustic Scene Classification in the Presence of Active Foreground Speech    Siyuan Song, Brecht Desplanques, Celest De Moor, Kris Demuynck, Nilesh Madhu arXiv_SD arXiv_SD  Scene_Classification  Speech  Pose  Classification  PDF
• 2021-07-30 Task 1A DCASE 2021: Acoustic Scene Classification with mismatch-devices using squeeze-excitation technique and low-complexity constraint    Javier Naranjo-Alcazar, Sergi Perez-Castanos, Maximo Cobos, Francesc J. Ferri, Pedro Zuccarello arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  CNN  PDF
• 2021-07-30 Enhancing Social Relation Inference with Concise Interaction Graph and Discriminative Scene Representation    Xiaotian Yu, Hanling Yi, Yi Yu, Ling Xing, Shiliang Zhang, Xiaoyu Wang arXiv_AI arXiv_AI  Scene_Classification  Pose  Contrastive_Learning  Action  Classification  Relation  CNN  Inference  PDF
• 2021-07-28 Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene Classification    Javier Naranjo-Alcazar, Sergi Perez-Castanos, Aaron Lopez-Garcia, Pedro Zuccarello, Maximo Cobos, Francesc J. Ferri arXiv_SD arXiv_SD  Scene_Classification  RNN  Pose  Classification  CNN  Prediction  PDF
• 2021-07-20 Robust Deep Learning Frameworks for Acoustic Scene and Respiratory Sound Classification    Lam Pham arXiv_SD arXiv_SD  Embedding  Scene_Classification  Pose  Action  Classification  Deep_Learning  Medical  PDF
• 2021-07-19 Over-Parameterization and Generalization in Audio Classification    Khaled Koutini, Hamid Eghbal-zadeh, Florian Henkel, Jan Schlüter, Gerhard Widmer arXiv_SD arXiv_SD  Scene_Classification  Classification  Relation  CNN  PDF
• 2021-07-12 Geographical Knowledge-driven Representation Learning for Remote Sensing Images    Wenyuan Li, Keyan Chen, Hao Chen, Zhenwei Shi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Scene_Classification  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Deep_Learning  Detection  Object_Detection  PDF
• 2021-07-03 A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification    Chao-Han Huck Yang, Hu Hu, Sabato Marco Siniscalchi, Qing Wang, Yuyang Wang, Xianjun Xia, Yuanjun Zhao, Yuzhong Wu, Yannan Wang, Jun Du, Chin-Hui Lee arXiv_SD arXiv_SD  Quantization  Scene_Classification  Knowledge  Pose  Classification  PDF
• 2021-06-18 A system of vision sensor based deep neural networks for complex driving scene analysis in support of crash risk assessment and prevention    Muhammad Monjurul Karim, Yu Li, Ruwen Qin, Zhaozheng Yin arXiv_AI arXiv_AI  Scene_Classification  Pose  Classification  Deep_Learning  Autonomous  PDF
• 2021-06-15 A Lightweight ReLU-Based Feature Fusion for Aerial Scene Classification    Md Adnan Arefeen, Sumaiya Tabassum Nimi, Md Yusuf Sarwar Uddin, Zhu Li arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Image_Classification  PDF
• 2021-06-12 Deep Learning Frameworks Applied For Audio-Visual Scene Classification    Lam Pham, Alexander Schindler, Mina Schütz, Jasmin Lampert, Sven Schlarb, Ross King arXiv_SD arXiv_SD  Scene_Classification  Classification  Deep_Learning  Detection  PDF
• 2021-06-12 A Low-Compexity Deep Learning Framework For Acoustic Scene Classification    Lam Pham, Hieu Tang, Anahid Jalali, Alexander Schindler, Ross King arXiv_SD arXiv_SD  Scene_Classification  Pose  Action  Classification  Deep_Learning  Detection  CNN  PDF
• 2021-05-28 Audio-visual scene classification: analysis of DCASE 2021 Challenge submissions    Shanshan Wang, Toni Heittola, Annamaria Mesaros, Tuomas Virtanen arXiv_SD arXiv_SD  Scene_Classification  Classification  PDF
• 2021-05-26 Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks    Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer arXiv_SD arXiv_SD  Recognition  Scene_Classification  Regularization  Pose  Emotion  Classification  Detection  CNN  PDF
• 2021-05-25 Spectrum Correction: Acoustic Scene Classification with Mismatched Recording Devices    Michał Kośmider arXiv_SD arXiv_SD  Scene_Classification  Pose  Action  Classification  Detection  Relation  PDF
• 2021-05-21 Unsupervised Multi-Target Domain Adaptation for Acoustic Scene Classification    Dongchao Yang, Helin Wang, Yuexian Zou arXiv_SD arXiv_SD  Unsupervised  Scene_Classification  Adversarial  Pose  Face  Classification  Relation  Attention  PDF
• 2021-05-17 BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval    Gencer Sumbul, Arne de Wall, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mário Caetano, Begüm Demir, Volker Markl arXiv_CV arXiv_CV  Scene_Classification  Image_Retrieval  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-05-17 Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report    Andrey Ignatov, Grigory Malivenko, Radu Timofte, Sheng Chen, Xin Xia, Zhaoyan Liu, Yuwei Zhang, Feng Zhu, Jiashi Li, Xuefeng Xiao, Yuan Tian, Xinglong Wu, Christos Kyrkou, Yixin Chen, Zexin Zhang, Yunbo Peng, Yue Lin, Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Himanshu Kumar, Chao Ge, Pei-Lin Wu, Jin-Hua Du, Andrew Batutin, Juan Pablo Federico, Konrad Lyda, Levon Khojoyan, Abhishek Thanki, Sayak Paul, Shahid Siddiqui arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Deep_Learning  Detection  PDF
• 2021-05-05 Acoustic Scene Classification Using Multichannel Observation with Partially Missing Channels    Keisuke Imoto arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  PDF
• 2021-04-22 Mini-batch graphs for robust image classification    Arnab Kumar Mondal, Vineet Jain, Kaleem Siddiqi arXiv_AI arXiv_AI  Scene_Classification  Adversarial  Classification  Deep_Learning  Relation  GAN  Image_Classification  PDF
• 2021-04-15 Attentive Max Feature Map for Acoustic Scene Classification with Joint Learning considering the Abstraction of Classes    Hye-jin Shim, Ju-ho Kim, Jee-weon Jung, Ha-Jin Yu arXiv_AI arXiv_AI  Scene_Classification  Pose  Action  Classification  Attention  PDF
• 2021-04-01 Remote Sensing Image Classification with the SEN12MS Dataset    Michael Schmitt, Yu-Lun Wu arXiv_CV arXiv_CV  Scene_Classification  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-04-01 Embedded Self-Distillation in Compact Multi-Branch Ensemble Network for Remote Sensing Scene Classification    Qi Zhao, Yujing Ma, Shuchang Lyu, Lijiang Chen arXiv_CV arXiv_CV  Scene_Classification  Knowledge  Pose  Face  Classification  Inference  PDF
• 2021-03-31 SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification    Helin Wang, Yuexian Zou, Wenwu Wang arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  PDF
• 2021-03-30 Environmental sound analysis with mixup based multitask learning and cross-task fusion    Weiping Zheng, Dacan Jiang, Gansen Zhao arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Attention  CNN  PDF
• 2021-03-29 A Hierarchical Approach to Remote Sensing Scene Classification    Ozlem Sen, Hacer Yalim Keles arXiv_CV arXiv_CV  Scene_Classification  Classification  PDF
• 2021-03-26 Translate to Adapt: RGB-D Scene Recognition across Domains    Andrea Ferreri, Silvia Bucci, Tatiana Tommasi arXiv_CV arXiv_CV  Recognition  Scene_Classification  3D  Self-Supervised  Pose  Classification  PDF
• 2021-03-18 MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels    Pablo Gómez, Gabriele Meoni arXiv_CV arXiv_CV  Scene_Classification  Knowledge  Classification  Deep_Learning  PDF
• 2021-02-25 Inductive biases, pretraining and fine-tuning jointly account for brain responses to speech    Juliette Millet, Jean-Remi King arXiv_CL arXiv_CL  Scene_Classification  Speech  Classification  Deep_Learning  PDF
• 2021-02-25 Scene Retrieval for Contextual Visual Mapping    William H. B. Smith, Michael Milford, Klaus D. McDonald-Maier, Shoaib Ehsan arXiv_RO arXiv_RO  Recognition  Scene_Classification  Image_Retrieval  Classification  CNN  PDF
• 2021-02-23 Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning    Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Zeyu Xie, Kai Yu arXiv_SD arXiv_SD  Transfer_Learning  Scene_Classification  Represenation_Learning  Pose  Classification  Relation  Caption  PDF
• 2021-01-26 Deep Learning for Scene Classification: A Survey    Delu Zeng (1), Minyu Liao (1), Mohammad Tavakolian (2), Yulan Guo (3, 4), Bolei Zhou (5), Dewen Hu (3), Matti Pietikäinen (2), Li Liu (2, 3) ((1) South China University of Technology, (2) University of Oulu, (3) National University of Defense Technology, (4) Sun Yatsen University, (5) Chinese University of Hong Kong) arXiv_CV arXiv_CV  Scene_Classification  Review  Survey  Quantitative  Classification  Deep_Learning  PDF
• 2021-01-25 HexCNN: A Framework for Native Hexagonal Convolutional Neural Networks    Yunxiang Zhao, Qiuhong Ke, Flip Korn, Jianzhong Qi, Rui Zhang arXiv_CV arXiv_CV  Scene_Classification  Classification  CNN  PDF
• 2020-12-29 MGML: Multi-Granularity Multi-Level Feature Ensemble Network for Remote Sensing Scene Classification    Qi Zhao, Shuchang Lyu, Yuewen Li, Yujing Ma, Lijiang Chen arXiv_AI arXiv_AI  Scene_Classification  Pose  Classification  Prediction  PDF
• 2020-11-18 CAA-Net: Conditional Atrous CNNs with Attention for Explainable Device-robust Acoustic Scene Classification    Zhao Ren, Qiuqiang Kong, Jing Han, Mark D. Plumbley, Björn W. Schuller arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Detection  Attention  CNN  PDF
• 2020-11-05 Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping    Khaled Koutini, Florian Henkel, Hamid Eghbal-zadeh, Gerhard Widmer arXiv_SD arXiv_SD  Scene_Classification  Regularization  Pose  Classification  PDF
• 2020-11-03 A Two-Stage Approach to Device-Robust Acoustic Scene Classification    Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee arXiv_SD arXiv_SD  Scene_Classification  Salient  Pose  Classification  CNN  PDF
• 2020-10-21 ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles    Ran Xu, Chen-lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi arXiv_CV arXiv_CV  Tracking  Scene_Classification  Object_Tracking  Face  Quantitative  Classification  Detection  Object_Detection  Autonomous  PDF
• 2020-10-18 Exploiting Context for Robustness to Label Noise in Active Learning    Sudipta Paul, Shivkumar Chandrasekaran, B.S. Manjunath, Amit K. Roy-Chowdhury arXiv_CV arXiv_CV  Recognition  Scene_Classification  Pose  Classification  Relation  Activity  PDF
• 2020-10-16 What Can You Learn from Your Muscles? Learning Visual Representation from Human Interactions    Kiana Ehsani, Daniel Gordon, Thomas Nguyen, Roozbeh Mottaghi, Ali Farhadi arXiv_CV arXiv_CV  Recognition  Scene_Classification  Represenation_Learning  Self-Supervised  Face  Action_Recognition  Action  Classification  Attention  Prediction  PDF
• 2020-10-16 Joint Analysis of Sound Events and Acoustic Scenes Using Multitask Learning    Noriyuki Tonami, Keisuke Imoto, Ryosuke Yamanishi, Yoichi Yamashita arXiv_SD arXiv_SD  Scene_Classification  RNN  Pose  Classification  Detection  CNN  PDF
• 2020-10-02 Remote Sensing Image Scene Classification with Self-Supervised Paradigm under Limited Labeled Samples    Chao Tao, Ji Qi, Weipeng Lu, Hao Wang, Haifeng Li arXiv_CV arXiv_CV  Scene_Classification  Self-Supervised  Classification  Deep_Learning  PDF
• 2020-10-01 MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understanding    Xiaoman Qi, PanPan Zhu, Yuebin Wang, Liqiang Zhang, Junhuan Peng, Mengfan Wu, Jialong Chen, Xudong Zhao, Ning Zang, P.Takis Mathiopoulos arXiv_CV arXiv_CV  Recognition  Scene_Classification  Image_Retrieval  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2020-09-29 A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification    Hichame Yessou, Gencer Sumbul, Begüm Demir arXiv_CV arXiv_CV  Scene_Classification  Sparse  Classification  Deep_Learning  Image_Classification  PDF
• 2020-09-28 RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification    Haifeng Li, Zhenqi Cui, Zhiqing Zhu, Li Chen, Jiawei Zhu, Haozhe Huang, Chao Tao arXiv_CV arXiv_CV  Segmentation  Scene_Classification  Pose  Face  Classification  Few-Shot  GAN  PDF
• 2020-09-23 2D-3D Geometric Fusion Network using Multi-Neighbourhood Graph Convolution for RGB-D Indoor Scene Classification    Albert Mosella-Montoro, Javier Ruiz-Hidalgo arXiv_AI arXiv_AI  Embedding  Scene_Classification  3D  Pose  Classification  CNN  PDF
• 2020-09-20 Deriving Visual Semantics from Spatial Context: An Adaptation of LSA and Word2Vec to generate Object and Scene Embeddings from Images    Matthias S. Treder, Juan Mayor-Torres, Christoph Teufel arXiv_CV arXiv_CV  Embedding  Scene_Classification  Classification  Language_Model  PDF
• 2020-09-16 DAER to Reject Seeds with Dual-loss Additional Error Regression    Stephan J. Lemmer, Jason J. Corso arXiv_CV arXiv_CV  Segmentation  Scene_Classification  Review  Pose  Classification  Inference  PDF
• 2020-09-10 Understanding the Role of Individual Units in a Deep Neural Network    David Bau, Jun-Yan Zhu, Hendrik Strobelt, Agata Lapedriza, Bolei Zhou, Antonio Torralba arXiv_CV arXiv_CV  Scene_Classification  Adversarial  Classification  GAN  CNN  Image_Classification  PDF
• 2020-08-31 Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions    Shih-Yuan Yu, Arnav V. Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad A. Al Faruque arXiv_CV arXiv_CV  Scene_Classification  Knowledge  Pose  Face  Classification  Deep_Learning  Relation  Attention  Autonomous  PDF
• 2020-08-17 Deep Learning Based Open Set Acoustic Scene Classification    Zuzanna Kwiatkowska, Beniamin Kalinowski, Michał Kośmider, Krzysztof Rykaczewski arXiv_SD arXiv_SD  Scene_Classification  Knowledge  Classification  Deep_Learning  Detection  Inference  PDF
• 2020-08-05 Neural Architecture Search on Acoustic Scene Classification    Jixiang Li, Chuming Liang, Bo Zhang, Zhao Wang, Fei Xiang, Xiangxiang Chu arXiv_SD arXiv_SD  NAS  Scene_Classification  Pose  Classification  CNN  PDF
• 2020-08-03 AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification    Gabriel Machado, Edemir Ferreira, Keiller Nogueira, Hugo Oliveira, Pedro Gama, Jefersson A. dos Santos arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Image_Classification  PDF
• 2020-07-31 Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification    Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Chin-Hui Lee arXiv_CL arXiv_CL  Embedding  Scene_Classification  Knowledge  Pose  Classification  Relation  PDF
• 2020-07-31 An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances    Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Xue Bai, Jun Du, Chin-Hui Lee arXiv_CL arXiv_CL  Scene_Classification  Pose  Classification  Attention  PDF
• 2020-07-25 DD-CNN: Depthwise Disout Convolutional Neural Network for Low-complexity Acoustic Scene Classification    Jingqiao Zhao, Zhen-Hua Feng, Qiuqiang Kong, Xiaoning Song, Xiao-Jun Wu arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Detection  CNN  PDF
• 2020-07-16 Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation    Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee arXiv_SD arXiv_SD  Quantization  Scene_Classification  Pose  Classification  CNN  PDF
• 2020-07-11 Look and Listen: A Multi-modality Late Fusion Approach to Scene Classification for Autonomous Machines    Jordan J. Bird, Diego R. Faria, Cristiano Premebida, Anikó Ekárt, George Vogiatzis arXiv_AI arXiv_AI  Scene_Classification  Classification  Autonomous  PDF
• 2020-07-09 Capturing scattered discriminative information using a deep architecture in acoustic scene classification    Hye-jin Shim, Jee-weon Jung, Ju-ho Kim, Ha-jin Yu arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Detection  PDF
• 2020-07-09 PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition    Qiuqiang Kong, Yin Cao, Turab Iqbal, Yuxuan Wang, Wenwu Wang, Mark D. Plumbley arXiv_SD arXiv_SD  Recognition  Scene_Classification  Speech  Pose  Emotion  Classification  Detection  CNN  PDF
• 2020-07-08 Learning Speech Representations from Raw Audio by Joint Audiovisual Self-Supervision    Abhinav Shukla, Stavros Petridis, Maja Pantic arXiv_CV arXiv_CV  Recognition  Scene_Classification  Speech  Self-Supervised  Pose  Face  Action_Recognition  Action  Classification  PDF
• 2020-07-06 Acoustic Scene Classification with Spectrogram Processing Strategies    Helin Wang, Yuexian Zou, Dading Chong arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  CNN  PDF
• 2020-07-02 Channel Compression: Rethinking Information Redundancy among Channels in CNN Architecture    Jinhua Liang, Tao Zhang, Guoqing Feng arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Detection  Attention  CNN  Image_Classification  PDF
• 2020-07-01 A Transformer-based Audio Captioning Model with Keyword Estimation    Yuma Koizumi, Ryo Masumura, Kyosuke Nishida, Masahiro Yasuda, Shoichiro Saito arXiv_SD arXiv_SD  Transformer  Scene_Classification  Pose  Classification  Detection  Caption  PDF
• 2020-06-22 DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation    Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang, Deren Li arXiv_CV arXiv_CV  Scene_Classification  Review  Classification  Image_Classification  PDF
• 2020-06-20 Remote Sensing Image Scene Classification with Deep Neural Networks in JPEG 2000 Compressed Domain    Akshara Preethy Byju, Gencer Sumbul, Begüm Demir, Lorenzo Bruzzone arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  CNN  PDF
• 2020-06-03 Multi-Temporal Scene Classification and Scene Change Detection with Correlation based Fusion    Lixiang Ru, Bo Du, Chen Wu arXiv_CV arXiv_CV  Embedding  Scene_Classification  Pose  Classification  Detection  Relation  CNN  PDF
• 2020-05-27 ACGAN-based Data Augmentation Integrated with Long-term Scalogram for Acoustic Scene Classification    Hangting Chen, Zuozhen Liu, Zongming Liu, Pengyuan Zhang arXiv_SD arXiv_SD  Scene_Classification  Adversarial  Pose  Action  Classification  Detection  GAN  PDF
• 2020-05-26 Sound Context Classification Basing on Join Learning Model and Multi-Spectrogram Features    Dat Ngo, Hao Hoang, Anh Nguyen, Tien Ly, Lam Pham arXiv_SD arXiv_SD  Scene_Classification  Text_Classification  Pose  Action  Classification  Deep_Learning  Detection  CNN  PDF
• 2020-05-03 Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities    Gong Cheng, Xingxing Xie, Junwei Han, Lei Guo, Gui-Song Xia arXiv_CV arXiv_CV  Scene_Classification  Knowledge  Review  Adversarial  Survey  Classification  Deep_Learning  Attention  CNN  PDF
• 2020-04-30 Unsupervised Domain Adaptation for Acoustic Scene Classification Using Band-Wise Statistics Matching    Alessandro Ilic Mezza, Emanuël A. P. Habets, Meinard Müller, Augusto Sarti arXiv_SD arXiv_SD  Unsupervised  Scene_Classification  Pose  Classification  Matching  PDF
• 2020-04-09 Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification    S. Wang, Y. Guan, L. Shao arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  PDF
• 2020-03-20 On the performance of different excitation-residual blocks for Acoustic Scene Classification    Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Relation  GAN  CNN  PDF
• 2020-03-02 DEEVA: A Deep Learning and IoT Based Computer Vision System to Address Safety and Security of Production Sites in Energy Industry    Nimish M. Awalgaonkar, Haining Zheng, Christopher S. Gurciullo arXiv_CV arXiv_CV  Surveillance  Segmentation  Transfer_Learning  Semantic_Segmentation  Recognition  Scene_Classification  Knowledge  Action  Classification  Deep_Learning  Detection  Object_Detection  Caption  PDF
• 2020-02-22 Multi-Representation Knowledge Distillation For Audio Classification    Liang Gao, Kele Xu, Huaimin Wang, Yuxing Peng arXiv_SD arXiv_SD  Scene_Classification  Knowledge  Pose  Classification  Attention  Inference  PDF
• 2020-02-14 Acoustic Scene Classification Using Bilinear Pooling on Time-liked and Frequency-liked Convolution Neural Network    Xing Yong Kek, Cheng Siong Chin, Ye Li arXiv_SD arXiv_SD  Scene_Classification  Classification  CNN  PDF
• 2020-02-14 Sound Event Detection by Multitask Learning of Sound Events and Scenes with Soft Scene Labels    Keisuke Imoto, Noriyuki Tonami, Yuma Koizumi, Masahiro Yasuda, Ryosuke Yamanishi, Yoichi Yamashita arXiv_SD arXiv_SD  Scene_Classification  Knowledge  Pose  Classification  Detection  Relation  PDF
• 2020-02-12 Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification    Lam Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins arXiv_SD arXiv_SD  Embedding  Scene_Classification  Pose  Classification  CNN  PDF
• 2020-02-11 Robust Acoustic Scene Classification using a Multi-Spectrogram Encoder-Decoder Framework    Lam Pham, Huy Phan, Truc Nguyen, Ramaswamy Palaniappan, Alfred Mertins, Ian McLoughlin arXiv_SD arXiv_SD  Scene_Classification  Pose  Action  Classification  Detection  PDF
• 2020-02-11 Vision-based Fight Detection from Surveillance Cameras    Şeymanur Aktı, Gözde Ayşe Tataroğlu, Hazım Kemal Ekenel arXiv_AI arXiv_AI  Surveillance  Recognition  Scene_Classification  RNN  Pose  Action_Recognition  Action  Classification  Detection  Attention  PDF
• 2020-01-27 Convolution Neural Network Architecture Learning for Remote Sensing Scene Classification    Jie Chen, Haozhe Huang, Jian Peng, Jiawei Zhu, Li Chen, Wenbo Li, Binyu Sun, Haifeng Li arXiv_CV arXiv_CV  Gradient_Descent  Scene_Classification  Knowledge  Pose  Classification  Deep_Learning  CNN  PDF
• 2019-11-28 A Discriminative Learned CNN Embedding For Remote Senseing Image Scene Classification    Wen Wang, Lijun Du, Yinxing Gao, Yanzhou Su, Feng Wang, Jian Cheng arXiv_CV arXiv_CV  Embedding  Scene_Classification  Pose  Classification  PDF
• 2019-11-10 Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting    Arindam Jati, Amrutha Nadarajan, Karel Mundnich, Shrikanth Narayanan arXiv_SD arXiv_SD  Scene_Classification  Speech  Pose  Classification  Relation  PDF
• 2019-11-01 Centroid-Based Scene Classification : Using Deep Features and Clustering for RGB-D Indoor Scene Classification    Ali Ayub, Alan Wagner arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  PDF
• 2019-10-28 Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs    Khaled Koutini, Shreyan Chowdhury, Verena Haunschmid, Hamid Eghbal-zadeh, Gerhard Widmer arXiv_SD arXiv_SD  Recognition  Scene_Classification  Regularization  Emotion  Classification  PDF
• 2019-10-22 Cross-task pre-training for acoustic scene classification    Ruixiong Zhang, Wei Zou, Xiangang Li arXiv_SD arXiv_SD  Scene_Classification  Classification  Detection  PDF
• 2019-10-14 Acoustic Scene Classification Based on a Large-margin Factorized CNN    Janghoon Cho, Sungrack Yun, Hyoungwoo Park, Jungyun Eum, Kyuwoong Hwang arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  CNN  PDF
• 2019-09-30 Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification    Albert Mosella-Montoro, Javier Ruiz-Hidalgo arXiv_CV arXiv_CV  Scene_Classification  3D  Pose  Classification  Attention  GAN  CNN  PDF
• 2019-09-16 Acoustic scene analysis with multi-head attention networks    Weimin Wang, Weiran Wang, Ming Sun, Chao Wang arXiv_SD arXiv_SD  Scene_Classification  RNN  Pose  Classification  Attention  PDF
• 2019-09-05 Receptive-field-regularized CNN variants for acoustic scene classification    Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer arXiv_SD arXiv_SD  Scene_Classification  Classification  CNN  PDF
• 2019-09-04 Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification    Paul Primus, Hamid Eghbal-zadeh, David Eitelsebner, Khaled Koutini, Andreas Arzt, Gerhard Widmer arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  PDF
• 2019-08-28 Online Sensor Hallucination via Knowledge Distillation for Multimodal Image Classification    Saurabh Kumar, Biplab Banerjee, Subhasis Chaudhuri arXiv_CV arXiv_CV  Recognition  Scene_Classification  Knowledge  Pose  Classification  Image_Classification  PDF
• 2019-08-27 Overview of Tasks and Investigation of Subjective Evaluation Methods in Environmental Sound Synthesis and Conversion    Yuki Okamoto, Keisuke Imoto, Tatsuya Komatsu, Shinnosuke Takamichi, Takumi Yagyu, Ryosuke Yamanishi, Yoichi Yamashita arXiv_SD arXiv_SD  Scene_Classification  Review  Classification  Detection  GAN  PDF
• 2019-08-18 Scene Classification in Indoor Environments for Robots using Context Based Word Embeddings    Bao Xin Chen, Raghavender Sahdev, Dekun Wu, Xing Zhao, Manos Papagelis, John K. Tsotsos arXiv_CV arXiv_CV  Embedding  Scene_Classification  Classification  Deep_Learning  CNN  PDF
• 2019-08-06 Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning    Rui Wang, XiaoJun Wu, Josef Kittler arXiv_CV arXiv_CV  Recognition  Scene_Classification  Bert  Pose  Emotion  Face  Action  Classification  Face_Recognition  PDF
• 2019-07-03 The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification    Khaled Koutini, Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer arXiv_SD arXiv_SD  Recognition  Scene_Classification  Classification  CNN  PDF
• 2019-06-20 Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles    Christos Kyrkou, Theocharis Theocharides arXiv_CV arXiv_CV  Scene_Classification  Classification  Deep_Learning  CNN  Image_Classification  Autonomous  PDF
• 2019-06-18 SEN12MS -- A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion    Michael Schmitt, Lloyd Haydn Hughes, Chunping Qiu, Xiao Xiang Zhu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Scene_Classification  Action  Classification  Deep_Learning  PDF
• 2019-06-10 DCASE 2019: CNN depth analysis with different channel inputs for Acoustic Scene Classification    Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Maximo Cobos arXiv_SD arXiv_SD  Recognition  Scene_Classification  Pose  Classification  CNN  Prediction  PDF
• 2019-06-10 Few-Shot Learning with Per-Sample Rich Supervision    Roman Visotsky, Yuval Atzmon, Gal Chechik arXiv_CV arXiv_CV  Scene_Classification  Classification  Few-Shot  PDF
• 2019-06-07 Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding    Haoyu Ren, Mostafa El-khamy, Jungwon Lee arXiv_CV arXiv_CV  Scene_Classification  3D  Pose  Classification  PDF
• 2019-05-29 Dynamic Traffic Scene Classification with Space-Time Coherence    Athma Narayanan, Isht Dwivedi, Behzad Dariush arXiv_CV arXiv_CV  Scene_Classification  Face  Classification  Detection  PDF
• 2019-05-29 Convex Class Model on Symmetric Positive Definite Manifolds    Kun Zhao, Arnold Wiliem, Shaokang Chen, Brian C. Lovell arXiv_CV arXiv_CV  Person_Re-identification  Recognition  Scene_Classification  Optimization  Pose  Classification  Re-identification  PDF
• 2019-05-27 Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes    Mandar Dixit, Yunsheng Li, Nuno Vasconcelos arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  PDF
• 2019-05-02 City classification from multiple real-world sound scenes    Helen L. Bear, Toni Heittola, Annamaria Mesaros, Emmanouil Benetos, Tuomas Virtanen arXiv_SD arXiv_SD  Scene_Classification  Classification  Detection  CNN  PDF
• 2019-04-27 Joint Analysis of Acoustic Event and Scene Based on Multitask Learning    Keisuke Imoto, Masahiro Niitsuma, Ryosuke Yamanishi, Yoichi Yamashita arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Detection  CNN  PDF
• 2019-04-24 Unsupervised Adversarial Domain Adaptation Based On The Wasserstein Distance For Acoustic Scene Classification    Konstantinos Drossos, Paul Magron, Tuomas Virtanen arXiv_SD arXiv_SD  Unsupervised  Scene_Classification  Adversarial  Pose  Classification  Deep_Learning  PDF
• 2019-04-23 Towards joint sound scene and polyphonic sound event recognition    Helen L. Bear, Ines Nolasco, Emmanouil Benetos arXiv_SD arXiv_SD  Recognition  Scene_Classification  Classification  Detection  PDF
• 2019-04-23 Acoustic scene classification using teacher-student learning with soft-labels    Hee-Soo Heo, Jee-weon Jung, Hye-jin Shim, Ha-Jin Yu arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  PDF
• 2019-04-11 Cross-task learning for audio tagging, sound event detection spatial localization: DCASE 2019 baseline systems    Qiuqiang Kong, Yin Cao, Turab Iqbal, Yong Xu, Wenwu Wang, Mark D. Plumbley arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Detection  CNN  PDF
• 2019-04-10 A Compact and Discriminative Feature Based on Auditory Summary Statistics for Acoustic Scene Classification    Hongwei Song, Jiqing Han, Shiwen Deng arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  PDF
• 2019-04-10 Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events    Hongwei Song, Jiqing Han, Shiwen Deng, Zhihao Du arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  PDF
• 2019-04-06 Spatio-Temporal Attention Pooling for Audio Scene Classification    Huy Phan, Oliver Y. Chén, Lam Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Attention  CNN  PDF
• 2019-04-06 Cross-task learning for audio tagging, sound event detection and spatial localization: DCASE 2019 baseline systems    Qiuqiang Kong, Yin Cao, Turab Iqbal, Yong Xu, Wenwu Wang, Mark D. Plumbley arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Detection  CNN  PDF
• 2019-04-01 Equivariant Multi-View Networks    Carlos Esteves, Yinshuang Xu, Christine Allen-Blanchette, Kostas Daniilidis arXiv_CV arXiv_CV  Scene_Classification  3D  Pose  Action  Classification  CNN  PDF
• 2019-03-23 Rotated Feature Network for multi-orientation object detection    Zhixin Zhang, Xudong Chen, Jie Lie, Kaibo Zhou arXiv_CV arXiv_CV  Scene_Classification  Pose  Quantitative  Classification  Detection  Object_Detection  PDF
• 2019-03-18 Complex Scene Classification of PolSAR Imagery based on a Self-paced Learning Approach    Wenshuai Chen, Shuiping Gou, Xinlin Wang, Licheng Jiao, Changzhe Jiao, Alina Zare arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Image_Classification  PDF
• 2019-03-06 Understanding and Visualizing Deep Visual Saliency Models    Sen He, Hamed R. Tavakoli, Ali Borji, Yang Mi, Nicolas Pugeault arXiv_CV arXiv_CV  Recognition  Scene_Classification  Salient  Classification  Prediction  PDF
• 2019-02-26 Acoustic scene classification using multi-layer temporal pooling based on convolutional neural network    Liwen Zhang, Jiqing Han arXiv_SD arXiv_SD  Unsupervised  Scene_Classification  Pose  Classification  CNN  PDF
• 2019-02-21 Deep Discriminative Representation Learning with Attention Map for Scene Classification    Jun Li, Daoyu Lin, Yang Wang, Guangluan Xu, Chibiao Ding arXiv_CV arXiv_CV  Recognition  Scene_Classification  Represenation_Learning  Knowledge  Face  Classification  Face_Recognition  Attention  CNN  PDF
• 2019-02-16 BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding    Gencer Sumbul, Marcela Charfuelan, Begüm Demir, Volker Markl arXiv_CV arXiv_CV  Image_Caption  Scene_Classification  Classification  Deep_Learning  CNN  PDF
• 2019-01-24 Multi-stream Network With Temporal Attention For Environmental Sound Classification    Xinyu Li, Venkata Chebiyyam, Katrin Kirchhoff arXiv_SD arXiv_SD  Scene_Classification  Classification  Attention  CNN  PDF
• 2019-01-24 DeepCorrect: Correcting DNN models against Image Distortions    Tejas Borkar, Lina Karam arXiv_CV arXiv_CV  Recognition  Scene_Classification  Pose  Classification  CNN  Image_Classification  PDF
• 2019-01-16 UAN: Unified Attention Network for Convolutional Neural Networks    Tony Joseph, Konstantinos G. Derpanis, Faisal Z. Qureshi arXiv_CV arXiv_CV  Scene_Classification  RNN  Pose  Action  Classification  Attention  CNN  PDF
• 2019-01-10 Data Augmentation of Room Classifiers using Generative Adversarial Networks    Constantinos Papayiannis, Christine Evers, Patrick A. Naylor arXiv_SD arXiv_SD  Scene_Classification  Sparse  RNN  Adversarial  Speech  Pose  Classification  Deep_Learning  Detection  GAN  PDF
• 2019-01-10 Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey    Muzammal Naseer, Salman H Khan, Fatih Porikli arXiv_CV arXiv_CV  Reconstruction  Segmentation  Semantic_Segmentation  Scene_Classification  3D  Pose_Estimation  Salient  Review  Pose  Survey  Quantitative  Classification  Detection  Object_Detection  Autonomous  Prediction  PDF
• 2019-01-06 Enhancing Sound Texture in CNN-Based Acoustic Scene Classification    Yuzhong Wu, Tan Lee arXiv_SD arXiv_SD  Recognition  Scene_Classification  Salient  Pose  Classification  CNN  PDF
• 2019-01-03 A Remote Sensing Image Dataset for Cloud Removal    Daoyu Lin, Guangluan Xu, Xiaoke Wang, Yang Wang, Xian Sun, Kun Fu arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Deep_Learning  Detection  PDF
• 2018-12-28 Artistic Object Recognition by Unsupervised Style Adaptation    Christopher Thomas, Adriana Kovashka arXiv_CV arXiv_CV  Unsupervised  Style_Transfer  Recognition  Scene_Classification  Sketch  Pose  Classification  PDF
• 2018-12-04 Domain Mismatch Robust Acoustic Scene Classification using Channel Information Conversion    Seongkyu Mun, Suwon Shon arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Detection  Relation  Matching  PDF
• 2018-11-30 Deep Within-Class Covariance Analysis for Robust Audio Representation Learning    Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer arXiv_AI arXiv_AI  Embedding  Scene_Classification  Represenation_Learning  Pose  Classification  CNN  PDF
• 2018-11-26 Scene Categorization from Contours: Medial Axis Based Salience Measures    Morteza Rezanejad, Gabriel Downs, John Wilder, Dirk B. Walther, Allan Jepson, Sven Dickinson, Kaleem Siddiqi arXiv_CV arXiv_CV  Recognition  Scene_Classification  Pose  Face  Classification  Contour  PDF
• 2018-11-14 Generating a Training Dataset for Land Cover Classification to Advance Global Development    Yoni Nachmany, Hamed Alemohammad arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Scene_Classification  Classification  PDF
• 2018-11-11 Multi-Temporal Resolution Convolutional Neural Networks for Acoustic Scene Classification    Alexander Schindler, Thomas Lidy, Andreas Rauber arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  CNN  PDF
• 2018-11-02 Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?    Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos arXiv_SD arXiv_SD  Scene_Classification  Classification  CNN  PDF
• 2018-10-30 SubSpectralNet - Using Sub-Spectrogram based Convolutional Neural Networks for Acoustic Scene Classification    Sai Samarth R Phaye, Emmanouil Benetos, Ye Wang arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Detection  CNN  PDF
• 2018-10-24 Training neural audio classifiers with few data    Jordi Pons, Joan Serrà, Xavier Serra arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Scene_Classification  Regularization  Classification  Deep_Learning  PDF
• 2018-10-01 Convolutional Neural Networks and x-vector Embedding for DCASE2018 Acoustic Scene Classification Challenge    Hossein Zeinali, Lukas Burget, Jan Cernocky arXiv_SD arXiv_SD  Embedding  Recognition  Scene_Classification  Speech  Pose  Classification  CNN  Image_Classification  PDF
• 2018-09-13 SiftingGAN: Generating and Sifting Labeled Samples to Improve the Remote Sensing Image Scene Classification Baseline in vitro    Dongao Ma arXiv_CV arXiv_CV  Unsupervised  Scene_Classification  Adversarial  Pose  Classification  Deep_Learning  GAN  PDF
• 2018-09-08 CNNs for Surveillance Footage Scene Classification    Utkarsh Contractor, Chinmayi Dixit, Deepti Mahajan arXiv_CV arXiv_CV  Surveillance  Scene_Classification  Classification  PDF
• 2018-09-07 Knowledge Transfer from Weakly Labeled Audio using Convolutional Neural Network for Sound Events and Scenes    Anurag Kumar, Maksim Khadkevich, Christian Fugen arXiv_SD arXiv_SD  Transfer_Learning  Scene_Classification  Knowledge  Pose  Classification  Detection  Relation  CNN  PDF
• 2018-09-05 CNNs-based Acoustic Scene Classification using Multi-Spectrogram Fusion and Label Expansions    Weiping Zheng, Zhenyao Mo, Xiaotao Xing, Gansen Zhao arXiv_CV arXiv_CV  Scene_Classification  Pose  Action  Classification  CNN  PDF
• 2018-08-20 What is in the scene? A Hybrid Deep Boltzmann Machine For Contextualized Scene Modeling    İlker Bozcan, Yağmur Oymak, İdil Zeynep Alemdar, Sinan Kalkan arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Relation  PDF
• 2018-08-17 Unsupervised adversarial domain adaptation for acoustic scene classification    Shayan Gharib, Konstantinos Drossos, Emre Çakir, Dmitriy Serdyuk, Tuomas Virtanen arXiv_SD arXiv_SD  Unsupervised  Scene_Classification  Adversarial  Classification  PDF
• 2018-08-02 DCASE 2018 Challenge baseline with convolutional neural networks    Qiuqiang Kong, Turab Iqbal, Yong Xu, Wenwu Wang, Mark D. Plumbley arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Detection  CNN  PDF
• 2018-08-02 Acoustic Scene Classification: A Competition Review    Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen arXiv_CV arXiv_CV  Scene_Classification  Review  Classification  GAN  PDF
• 2018-08-01 Hierarchical Metric Learning for Optical Remote Sensing Scene Categorization    Akashdeep Goel, Biplab Banerjee, Aleksandra Pizurica arXiv_CV arXiv_CV  Recognition  Scene_Classification  Pose  Action  Classification  GAN  PDF
• 2018-07-25 A multi-device dataset for urban acoustic scene classification    Annamaria Mesaros, Toni Heittola, Tuomas Virtanen arXiv_SD arXiv_SD  Scene_Classification  Classification  CNN  PDF
• 2018-07-23 Zero-Shot Deep Domain Adaptation    Kuan-Chuan Peng, Ziyan Wu, Jan Ernst arXiv_CV arXiv_CV  Scene_Classification  Zero-Shot  Knowledge  Pose  Classification  PDF
• 2018-07-22 Deep Discriminative Model for Video Classification    Mohammad Tavakolian, Abdenour Hadid arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Recognition  Scene_Classification  Sparse  Pose  Action_Recognition  Action  Classification  Deep_Learning  Video_Classification  PDF
• 2018-07-19 In pixels we trust: From Pixel Labeling to Object Localization and Scene Categorization    Carlos Herranz-Perdiguero, Carolina Redondo-Cabrera, Roberto J. López-Sastre arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Scene_Classification  Pose  Classification  Detection  Object_Detection  PDF
• 2018-07-13 Analysis Acoustic Features for Acoustic Scene Classification and Score fusion of multi-classification systems applied to DCASE 2016 challenge    Sangwook Park, Seongkyu Mun, Younglo Lee, David K. Han, Hanseok Ko arXiv_SD arXiv_SD  Scene_Classification  Action  Classification  Detection  PDF
• 2018-07-11 A punishment voting algorithm based on super categories construction for acoustic scene classification    Weiping Zheng, Zhenyao Mo, Jiantao Yi arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  PDF
• 2018-06-28 Towards automatic initialization of registration algorithms using simulated endoscopy images    Ayushi Sinha, Masaru Ishii, Russell H. Taylor, Gregory D. Hager, Austin Reiter arXiv_CV arXiv_CV  Segmentation  Scene_Classification  Classification  Medical  PDF
• 2018-06-19 A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification    Eduardo Fonseca, Rong Gong, Xavier Serra arXiv_SD arXiv_SD  Scene_Classification  Pose  Classification  Deep_Learning  CNN  PDF
• 2017-12-21 Exploring Models and Data for Remote Sensing Image Caption Generation    Xiaoqiang Lu, Binqiang Wang, Xiangtao Zheng, Xuelong Li arXiv_CV arXiv_CV  Image_Caption  Scene_Classification  Review  Pose  Classification  Detection  Attention  Caption  PDF
• 2016-08-11 Solving Visual Madlibs with Multiple Cues    Tatiana Tommasi, Arun Mallya, Bryan Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg arXiv_CV arXiv_CV  Scene_Classification  Classification  Relation  VQA  Activity  Prediction  QA  PDF
• 2014-06-14 Detection Bank: An Object Detection Based Video Representation for Multimedia Event Recognition    Tim Althoff, Hyun Oh Song, Trevor Darrell arXiv_CV arXiv_CV  Image_Caption  Recognition  Scene_Classification  Pose  Classification  Detection  Object_Detection  Matching  PDF