Sparse

Sparse

• 2022-12-08 Bio-Inspired, Task-Free Continual Learning through Activity Regularization    Francesco Lässig, Pau Vilimelis Aceituno, Martino Sorbaro, Benjamin F. Grewe arXiv_CV arXiv_CV  Sparse  Regularization  Deep_Learning  Activity  PDF
• 2022-12-07 Point Cloud Registration of non-rigid objects in sparse 3D Scans with applications in Mixed Reality    Manorama Jha arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Pose  Attention  PDF
• 2022-12-07 Gaussian Radar Transformer for Semantic Segmentation in Noisy Radar Data    Matthias Zeller, Jens Behley, Michael Heidingsfeld, Cyrill Stachniss arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Point_Cloud  Sparse  Pose  Face  Relation  Attention  Autonomous  Prediction  PDF
• 2022-12-07 Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning    Yingchun Wang, Song Guo, Jingcai Guo, Weizhan Zhang, Yida Xu, Jie Zhang, Yi Liu arXiv_AI arXiv_AI  Sparse  Pose  Inference  PDF
• 2022-12-07 Curiosity creates Diversity in Policy Search    Paul-Antoine Le Tolguenec, Emmanuel Rachelson, Yann Besse, Dennis G. Wilson arXiv_AI arXiv_AI  Sparse  Pose  PDF
• 2022-12-07 DroneAttention: Sparse Weighted Temporal Attention for Drone-Camera Based Activity Recognition    Santosh Kumar Yadav, Achleshwar Luthra, Esha Pahwa, Kamlesh Tiwari, Heena Rathore, Hari Mohan Pandey, Peter Corcoran arXiv_CV arXiv_CV  Surveillance  Recognition  Sparse  Pose  Action  Attention  Drone  Activity  CNN  Optical_Flow  PDF
• 2022-12-06 MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples    Darryl Hannan (1), Steven C. Nesbit (1), Ximing Wen (1), Glen Smith (1), Qiao Zhang (1), Alberto Goffi (2), Vincent Chan (2), Michael J. Morris (3), John C. Hunninghake (3), Nicholas E. Villalobos (3), Edward Kim (1), Rosina O. Weber (1), Christopher J. MacLellan (4) ((1) Drexel University, (2) University of Toronto, (3) Brooke Army Medical Center, (4) Georgia Institute of Technology) arXiv_CV arXiv_CV  3D  Sparse  Knowledge  Pose  Detection  Medical  PDF
• 2022-12-06 First Go, then Post-Explore: the Benefits of Post-Exploration in Intrinsic Motivation    Zhao Yang, Thomas M. Moerland, Mike Preuss, Aske Plaat arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  PDF
• 2022-12-06 Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning    AJ Piergiovanni, Weicheng Kuo, Anelia Angelova arXiv_CV arXiv_CV  Sparse  Inference  PDF
• 2022-12-06 An Unsupervised Machine Learning Approach for Ground Motion Clustering and Selection    R. Bailey Bond, Pu Ren, Jerome F. Hajjar, Hao Sun arXiv_AI arXiv_AI  Embedding  Unsupervised  Sparse  Action  Relation  PDF
• 2022-12-06 Covariance Regularization for Probabilistic Linear Discriminant Analysis    Zhiyuan Peng, Mingjie Shao, Xuanji He, Xu Li, Tan Lee, Ke Ding, Guanglu Wan arXiv_SD arXiv_SD  Embedding  Sparse  Regularization  Knowledge  Relation  PDF
• 2022-12-06 Sparse Message Passing Network with Feature Integration for Online Multiple Object Tracking    Bisheng Wang, Horst Possegger, Horst Bischof, Guo Cao arXiv_CV arXiv_CV  Embedding  Tracking  Sparse  Object_Tracking  Pose  Detection  GAN  PDF
• 2022-12-06 Towards human-compatible autonomous car: A study of non-verbal Turing test in automated driving with affective transition modelling    Zhaoning Li, Qiaoli Jiang, Zhengming Wu, Anqi Liu, Haiyan Wu, Miner Huang, Kai Huang, Yixuan Ku arXiv_AI arXiv_AI  Sparse  Emotion  Detection  Autonomous  Language_Model  PDF
• 2022-12-06 Automated Segmentation of Computed Tomography Images with Submanifold Sparse Convolutional Networks    Saúl Alonso-Monsalve, Leigh H. Whitehead, Adam Aurisano, Lorena Escudero Sanchez arXiv_CV arXiv_CV  Segmentation  3D  Sparse  Pose  Quantitative  Medical  CNN  PDF
• 2022-12-06 Event-based Monocular Dense Depth Estimation with Recurrent Transformers    Xu Liu, Jianing Li, Xiaopeng Fan, Yonghong Tian arXiv_CV arXiv_CV  Transformer  Sparse  Pose  PDF
• 2022-12-05 A Dataless FaceSwap Detection Approach Using Synthetic Images    Anubhav Jain, Nasir Memon, Julian Togelius arXiv_CV arXiv_CV  Sparse  Pose  Face  Deep_Learning  Detection  GAN  PDF
• 2022-12-05 One-shot Implicit Animatable Avatars with Model-based Priors    Yangyi Huang, Hongwei Yi, Weiyang Liu, Haofan Wang, Boxi Wu, Wenxiao Wang, Binbin Lin, Debing Zhang, Deng Cai arXiv_AI arXiv_AI  Reconstruction  Segmentation  3D  Optimization  Sparse  Pose  PDF
• 2022-12-05 Addressing Distribution Shift at Test Time in Pre-trained Language Models    Ayush Singh, John E. Ortega arXiv_CL arXiv_CL  Unsupervised  Sparse  Language_Model  PDF
• 2022-12-05 Multielement polynomial chaos Kriging-based metamodelling for Bayesian inference of non-smooth systems    J.C. García-Merino, C. Calvo-Jurado, E. Martínez-Pañeda, E. García-Macías arXiv_AI arXiv_AI  Sparse  Pose  Inference  PDF
• 2022-12-05 L2SR: Learning to Sample and Reconstruct for Accelerated MRI    Pu Yang, Bin Dong arXiv_CV arXiv_CV  Reconstruction  Reinforcement_Learning  Sparse  Pose  PDF
• 2022-12-05 SASFormer: Transformers for Sparsely Annotated Semantic Segmentation    Hui Su, Yue Ye, Wei Hua, Lechao Cheng, Mingli Song arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Sparse  Pose  Relation  Attention  Prediction  PDF
• 2022-12-05 FedTiny: Pruned Federated Learning Towards Specialized Tiny Models    Hong Huang, Lan Zhang, Chaoyue Sun, Ruogu Fang, Xiaoyong Yuan, Dapeng Wu arXiv_AI arXiv_AI  Sparse  Deep_Learning  PDF
• 2022-12-04 CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness    Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman Zonouz arXiv_CV arXiv_CV  Sparse  Adversarial  Pose  PDF
• 2022-12-04 Fast and Lightweight Scene Regressor for Camera Relocalization    Thuan B. Bui, Dinh-Tuan Tran, Joo-Ho Lee arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose_Estimation  Pose  Inference  PDF
• 2022-12-04 RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning    Boxuan Zhao, Jun Zhang, Deheng Ye, Jian Cao, Xiao Han, Qiang Fu, Wei Yang arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  Classification  Detection  PDF
• 2022-12-03 MaRF: Representing Mars as Neural Radiance Fields    Lorenzo Giusti, Josue Garcia, Steven Cozine, Darrick Suen, Christina Nguyen, Ryan Alimo arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose  Face  PDF
• 2022-12-03 Intermediate Entity-based Sparse Interpretable Representation Learning    Diego Garcia-Olano, Yasumasa Onoe, Joydeep Ghosh, Byron C. Wallace arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Sparse  Represenation_Learning  Pose  Medical  PDF
• 2022-12-03 IDMS: Instance Depth for Multi-scale Monocular 3D Object Detection    Chao Hu, Liqiang Zhu, Weibing Qiu, Weijie Wu arXiv_CV arXiv_CV  3D  Sparse  Pose  Detection  Object_Detection  PDF
• 2022-12-03 Reinforcement learning with Demonstrations from Mismatched Task under Sparse Reward    Yanjiang Guo, Jingyue Gao, Zheng Wu, Chengming Shi, Jianyu Chen arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  PDF
• 2022-12-02 Relative Acoustic Features for Distance Estimation in Smart-Homes    Francesco Nespoli, Daniel Barreda, Patrick A. Naylor arXiv_SD arXiv_SD  Sparse  PDF
• 2022-12-02 Are Straight-Through gradients and Soft-Thresholding all you need for Sparse Training?    Antoine Vanderschueren, Christophe De Vleeschouwer arXiv_AI arXiv_AI  Sparse  Inference  PDF
• 2022-12-02 Sparse SPN: Depth Completion from Sparse Keypoints    Yuqun Wu, Jae Yong Lee, Derek Hoiem arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  SLAM  Prediction  PDF
• 2022-12-02 Masked Contrastive Pre-Training for Efficient Video-Text Retrieval    Fangxun Shu, Biaolong Chen, Yue Liao, Ke Gao, Shuwen Xiao, Wenyu Sun, Xiaobo Li, Yousong Zhu, Jinqiao Wang, Si Liu arXiv_AI arXiv_AI  Transformer  Reconstruction  Sparse  Pose  Activity  Prediction  PDF
• 2022-12-01 A Comparison of New Swarm Task Allocation Algorithms in Unknown Environments with Varying Task Density    Grace Cai, Noble Harasha, Nancy Lynch arXiv_RO arXiv_RO  Sparse  Knowledge  Pose  PDF
• 2022-12-01 SparseFusion: Distilling View-conditioned Diffusion for 3D Reconstruction    Zhizhuo Zhou, Shubham Tulsiani arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose  Inference  PDF
• 2022-12-01 Surrogate Gradient Spiking Neural Networks as Encoders for Large Vocabulary Continuous Speech Recognition    Alexandre Bittar, Philip N. Garner arXiv_CL arXiv_CL  Recognition  Sparse  RNN  Speech  Speech_Recognition  PDF
• 2022-11-30 Self-Supervised Feature Learning for Long-Term Metric Visual Localization    Yuxuan Chen, Timothy D. Barfoot arXiv_CV arXiv_CV  Sparse  Self-Supervised  Pose  Matching  PDF
• 2022-11-30 MrSARP: A Hierarchical Deep Generative Prior for SAR Image Super-resolution    Tushar Agarwal, Nithin Sugavanam, Emre Ertin arXiv_CV arXiv_CV  Super_Resolution  Sparse  Deep_Learning  PDF
• 2022-11-30 CLIPascene: Scene Sketching with Different Types and Levels of Abstraction    Yael Vinker, Yuval Alaluf, Daniel Cohen-Or, Ariel Shamir arXiv_CV arXiv_CV  Sparse  Sketch  Action  PDF
• 2022-11-30 SNAF: Sparse-view CBCT Reconstruction with Neural Attenuation Fields    Yu Fang, Lanzhuju Mei, Changjian Li, Yuan Liu, Wenping Wang, Zhiming Cui, Dinggang Shen arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  PDF
• 2022-11-30 Spatio-Temporal Crop Aggregation for Video Representation Learning    Sepehr Sameni, Simon Jenni, Paolo Favaro arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Sparse  Represenation_Learning  Self-Supervised  Pose  Action  Classification  Summarization  Inference  Prediction  PDF
• 2022-11-30 Semi-Supervised Heterogeneous Graph Learning with Multi-level Data Augmentation    Ying Chen, Siwei Qiang, Mingming Ha, Xiaolei Liu, Shaoshuai Li, Lingfeng Yuan, Xiaobo Guo, Zhenfeng Zhu arXiv_AI arXiv_AI  Sparse  Regularization  Pose  Relation  Attention  Prediction  PDF
• 2022-11-30 ATASI-Net: An Efficient Sparse Reconstruction Network for Tomographic SAR Imaging with Adaptive Threshold    Muhan Wang, Zhe Zhang, Xiaolan Qiu, Silin Gao, Yue Wang arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  Optimization  Sparse  Pose  PDF
• 2022-11-30 Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation    Alain Andres, Esther Villar-Rodriguez, Javier Del Ser arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Sparse  Pose  PDF
• 2022-11-30 NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction    Bin Tan, Nan Xue, Tianfu Wu, Gui-Song Xia arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose_Estimation  Pose  Detection  PDF
• 2022-11-30 A General Deep Learning Speech Enhancement Framework Motivated by Taylor's Theorem    Andong Li, Guochen Yu, Chengshi Zheng, Wenzhe Liu, Xiaodong Li arXiv_SD arXiv_SD  Enhancement  Optimization  Sparse  Speech  Pose  Quantitative  Deep_Learning  Relation  PDF
• 2022-11-30 GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation    Siyu Ren, Junhui Hou, Xiaodong Chen, Ying He, Wenping Wang arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Sparse  Pose  Face  PDF
• 2022-11-30 Dynamic Sparse Training via Balancing the Exploration-Exploitation Trade-off    Shaoyi Huang, Bowen Lei, Dongkuan Xu, Hongwu Peng, Yue Sun, Mimi Xie, Caiwen Ding arXiv_AI arXiv_AI  Sparse  Pose  Quantitative  Deep_Learning  Prediction  PDF
• 2022-11-29 SPARTAN: Sparse Hierarchical Memory for Parameter-Efficient Transformers    Ameet Deshpande, Md Arafat Sultan, Anthony Ferritto, Ashwin Kalyan, Karthik Narasimhan, Avirup Sil arXiv_AI arXiv_AI  Transformer  NAS  Optimization  Sparse  Pose  Few-Shot  GAN  Inference  Language_Model  PDF
• 2022-11-29 DINER: Depth-aware Image-based NEural Radiance fields    Malte Prinzler, Otmar Hilliges, Justus Thies arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose  PDF
• 2022-11-29 ButterflyNet2D: Bridging Classical Methods and Neural Network Methods in Image Processing    Gengzhi Yang, Yingzhou Li arXiv_CV arXiv_CV  Sparse  Pose  PDF
• 2022-11-29 AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification    Suorong Yang, Jinqiao Li, Jian Zhao, Furao Shen arXiv_AI arXiv_AI  Sparse  Adversarial  Pose  Classification  CNN  Image_Classification  PDF
• 2022-11-29 One is All: Bridging the Gap Between Neural Radiance Fields Architectures with Progressive Volume Distillation    Shuangkang Fang, Weixin Xu, Heng Wang, Yi Yang, Yufeng Wang, Shuchang Zhou arXiv_CV arXiv_CV  3D  Sparse  Pose  Relation  PDF
• 2022-11-29 SparsePose: Sparse-View Camera Pose Regression and Refinement    Samarth Sinha, Jason Y. Zhang, Andrea Tagliasacchi, Igor Gilitschenski, David B. Lindell arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose_Estimation  Pose  PDF
• 2022-11-29 Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos    Kyung-Min Jin, Byoung-Sung Lim, Gun-Hee Lee, Tae-Kyung Kang, Seong-Whan Lee arXiv_CV arXiv_CV  Transformer  3D  Optimization  Sparse  Pose_Estimation  Pose  Attention  PDF
• 2022-11-29 MegaBlocks: Efficient Sparse Training with Mixture-of-Experts    Trevor Gale, Deepak Narayanan, Cliff Young, Matei Zaharia arXiv_AI arXiv_AI  Sparse  PDF
• 2022-11-28 On the Effectiveness of Parameter-Efficient Fine-Tuning    Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier arXiv_AI arXiv_AI  Optimization  Sparse  Regularization  Pose  PDF
• 2022-11-28 Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation    Lukáš Samuel Marták, Rainer Kelz, Gerhard Widmer arXiv_SD arXiv_SD  Sparse  Pose  Activity  PDF
• 2022-11-28 Unsupervised Superpixel Generation using Edge-Sparse Embedding    Jakob Geusen, Gustav Bredell, Tianfei Zhou, Ender Konukoglu arXiv_CV arXiv_CV  Embedding  Unsupervised  Sparse  Pose  Deep_Learning  Relation  CNN  PDF
• 2022-11-28 Continuous Episodic Control    Zhao Yang, Thomas M. Moerland, Mike Preuss, Aske Plaat arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  Action  PDF
• 2022-11-28 Hierarchy-guided Model Selection for Time Series Forecasting    Arindam Jati, Vijay Ekambaram, Shaonli Pal, Brian Quanz, Wesley M. Gifford, Pavithra Harsha, Stuart Siegel, Sumanta Mukherjee, Chandra Narayanaswami arXiv_AI arXiv_AI  Sparse  Pose  PDF
• 2022-11-28 Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization    Stefan Stojanov, Anh Thai, Zixuan Huang, James M. Rehg arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  3D  Sparse  Self-Supervised  Pose  Classification  Deep_Learning  Optical_Flow  Matching  PDF
• 2022-11-28 Near-filed SAR Image Restoration with Deep Learning Inverse Technique: A Preliminary Study    Xu Zhan, Xiaoling Zhang, Wensi Zhang, Jun Shi, Shunjun Wei, Tianjiao Zeng arXiv_CV arXiv_CV  Restoration  Sparse  Deep_Learning  PDF
• 2022-11-28 An Unpaired Cross-modality Segmentation Framework Using Data Augmentation and Hybrid Convolutional Networks for Segmenting Vestibular Schwannoma and Cochlea    Yuzhou Zhuang, Hong Liu, Enmin Song, Coskun Cetinkaya, Chih-Cheng Hung arXiv_CV arXiv_CV  Segmentation  Sparse  Pose  GAN  CNN  PDF
• 2022-11-27 FJMP: Factorized Joint Multi-Agent Motion Prediction over Learned Directed Acyclic Interaction Graphs    Luke Rowe, Martin Ethier, Eli-Henry Dykhne, Krzysztof Czarnecki arXiv_CV arXiv_CV  Sparse  Pose  Action  Autonomous  Prediction  PDF
• 2022-11-27 Geo-Adaptive Deep Spatio-Temporal predictive modeling for human mobility    Syed Mohammed Arshad Zaidi, Varun Chandola, EunHye Yoo arXiv_CV arXiv_CV  Sparse  RNN  Pose  Face  Deep_Learning  Prediction  PDF
• 2022-11-27 Dynamic Feature Pruning and Consolidation for Occluded Person Re-Identification    Yuteng Ye, Hang Zhou, Junqing Yu, Qiang Hu, Wei Yang arXiv_CV arXiv_CV  Segmentation  Person_Re-identification  Semantic_Segmentation  Sparse  Knowledge  Pose  Relation  Attention  Re-identification  PDF
• 2022-11-26 Where to Pay Attention in Sparse Training for Feature Selection?    Ghada Sokar, Zahra Atashgahi, Mykola Pechenizkiy, Decebal Constantin Mocanu arXiv_CV arXiv_CV  Unsupervised  Sparse  Speech  Pose  Detection  Attention  PDF
• 2022-11-26 Reduced Representation of Deformation Fields for Effective Non-rigid Shape Matching    Ramana Sundararaman, Riccardo Marin, Emanuele Rodola, Maks Ovsjanikov arXiv_CV arXiv_CV  Sparse  Regularization  Pose  Matching  PDF
• 2022-11-25 Generative Modeling in Sinogram Domain for Sparse-view CT Reconstruction    Bing Guan, Cailian Yang, Liu Zhang, Shanzhou Niu, Minghui Zhang, Yuhao Wang, Weiwen Wu, Qiegen Liu arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Sparse  Quantitative  Deep_Learning  Inference  PDF
• 2022-11-24 Detecting Anomalies using Generative Adversarial Networks on Images    Rushikesh Zawar, Krupa Bhayani, Neelanjan Bhowmik, Kamlesh Tiwari, Dhiraj Sangwan arXiv_CV arXiv_CV  Reconstruction  Sparse  Adversarial  Pose  Detection  Attention  GAN  CNN  PDF
• 2022-11-24 Towards Practical Control of Singular Values of Convolutional Layers    Alexandra Senderovich, Ekaterina Bulatova, Anton Obukhov, Maxim Rakhuba arXiv_CV arXiv_CV  Sparse  Adversarial  CNN  PDF
• 2022-11-24 TemporalStereo: Efficient Spatial-Temporal Stereo Matching Network    Youmin Zhang, Matteo Poggi, Stefano Mattoccia arXiv_CV arXiv_CV  Sparse  Matching  PDF
• 2022-11-24 SfM-TTR: Using Structure from Motion for Test-Time Refinement of Single-View Depth Networks    Sergio Izquierdo, Javier Civera arXiv_CV arXiv_CV  Point_Cloud  Sparse  Self-Supervised  Pose  Relation  Matching  PDF
• 2022-11-24 Immersive Neural Graphics Primitives    Ke Li, Tim Rolff, Susanne Schmidt, Reinhard Bacher, Simone Frintrop, Wim Leemans, Frank Steinicke arXiv_CV arXiv_CV  Super_Resolution  Sparse  PDF
• 2022-11-24 UV-Based 3D Hand-Object Reconstruction with Grasp Optimization    Ziwei Yu, Linlin Yang, You Xie, Ping Chen, Angela Yao arXiv_AI arXiv_AI  Reconstruction  3D  Optimization  Sparse  Pose  Action  Inference  PDF
• 2022-11-24 MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning    Yao Lai, Yao Mu, Ping Luo arXiv_CV arXiv_CV  Reinforcement_Learning  Sparse  Represenation_Learning  Action  Autonomous  PDF
• 2022-11-23 Choreographer: Learning and Adapting Skills in Imagination    Pietro Mazzaglia, Tim Verbelen, Bart Dhoedt, Alexandre Lacoste, Sai Rajeswar arXiv_AI arXiv_AI  Unsupervised  Sparse  Knowledge  PDF
• 2022-11-23 MEGAN: Multi-Explanation Graph Attention Network    Jonas Teufel, Luca Torresi, Patrick Reiser, Pascal Friederich arXiv_AI arXiv_AI  Sparse  Pose  Action  Quantitative  Attention  GAN  PDF
• 2022-11-23 Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection    Tianyu Wang, Xiaowei Hu, Zhengzhe Liu, Chi-Wing Fu arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Sparse  Detection  Object_Detection  Inference  PDF
• 2022-11-23 OReX: Object Reconstruction from Planner Cross-sections Using Neural Fields    Haim Sawdayee, Amir Vaxman, Amit H. Bermano arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose  Action  Quantitative  Medical  PDF
• 2022-11-23 Data-driven Feature Tracking for Event Cameras    Nico Messikommer, Carter Fang, Mathias Gehrig, Davide Scaramuzza arXiv_CV arXiv_CV  Tracking  Zero-Shot  Sparse  Attention  PDF
• 2022-11-23 PANeRF: Pseudo-view Augmentation for Improved Neural Radiance Fields Based on Few-shot Inputs    Young Chun Ahn, Seokhwan Jang, Sungheon Park, Ji-Yeon Kim, Nahyup Kang arXiv_CV arXiv_CV  Sparse  Pose  Few-Shot  PDF
• 2022-11-22 Efficient Exploration using Model-Based Quality-Diversity with Gradients    Bryan Lim, Manon Flageat, Antoine Cully arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  PDF
• 2022-11-22 Sparse Probabilistic Circuits via Pruning and Growing    Meihua Dang, Anji Liu, Guy Van den Broeck arXiv_AI arXiv_AI  Sparse  Pose  PDF
• 2022-11-22 PVT3D: Point Voxel Transformers for Place Recognition from Sparse Lidar Scans    Yan Xia, Mariia Gladkova, Rui Wang, João F. Henriques, Daniel Cremers, Uwe Stilla arXiv_CV arXiv_CV  Transformer  Recognition  Point_Cloud  3D  Sparse  Pose  Attention  Matching  PDF
• 2022-11-22 DETRs with Collaborative Hybrid Assignments Training    Zhuofan Zong, Guanglu Song, Yu Liu arXiv_CV arXiv_CV  Sparse  Pose  Detection  Object_Detection  Attention  Inference  Matching  PDF
• 2022-11-22 Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions    Satwik Bhattamishra, Arkil Patel, Varun Kanade, Phil Blunsom arXiv_CL arXiv_CL  Transformer  Sparse  RNN  PDF
• 2022-11-22 SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields    Ashkan Mirzaei, Tristan Aumentado-Armstrong, Konstantinos G. Derpanis, Jonathan Kelly, Marcus A. Brubaker, Igor Gilitschenski, Alex Levinshtein arXiv_CV arXiv_CV  Segmentation  Inpainting  3D  Optimization  Sparse  Pose  PDF
• 2022-11-22 Event Transformer+. A multi-purpose solution for efficient event data processing    Alberto Sabater, Luis Montesano, Ana C. Murillo arXiv_CV arXiv_CV  Transformer  Recognition  Sparse  Pose  Action_Recognition  Action  Autonomous  Prediction  PDF
• 2022-11-22 Adaptive Sparse Structure Development with Pruning and Regeneration for Spiking Neural Networks    Bing Han, Feifei Zhao, Yi Zeng, Wenxuan Pan arXiv_AI arXiv_AI  Sparse  Gesture  Pose  PDF
• 2022-11-22 MSS-DepthNet: Depth Prediction with Multi-Step Spiking Neural Network    Xiaoshan Wu, Weihua He, Man Yao, Ziyang Zhang, Yaoyuan Wang, Guoqi Li arXiv_CV arXiv_CV  Sparse  Pose  Attention  Prediction  PDF
• 2022-11-22 MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series    Weixuan Xiong, Xiaochen Sun arXiv_AI arXiv_AI  Reconstruction  Optimization  Sparse  RNN  Face  Detection  Relation  Prediction  PDF
• 2022-11-22 Transformation-Equivariant 3D Object Detection for Autonomous Driving    Hai Wu, Chenglu Wen, Wei Li, Xin Li, Ruigang Yang, Cheng Wang arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Detection  Object_Detection  Attention  Autonomous  PDF
• 2022-11-21 Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers    Guangyu Ren, Michalis Lazarou, Jing Yuan, Tania Stathaki arXiv_CV arXiv_CV  Transformer  Segmentation  Enhancement  Sparse  Pose  PDF
• 2022-11-21 SPARF: Neural Radiance Fields from Sparse and Noisy Poses    Prune Truong, Marie-Julie Rakotosaona, Fabian Manhardt, Federico Tombari arXiv_CV arXiv_CV  Sparse  Pose  PDF
• 2022-11-21 Tensor4D : Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering    Ruizhi Shao, Zerong Zheng, Hanzhang Tu, Boning Liu, Hongwen Zhang, Yebin Liu arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  PDF
• 2022-11-21 Decomposing 3D Neuroimaging into 2+1D Processing for Schizophrenia Recognition    Mengjiao Hu, Xudong Jiang, Kang Sim, Juan Helen Zhou, Cuntai Guan arXiv_CV arXiv_CV  Recognition  3D  Sparse  Pose  Deep_Learning  Medical  CNN  Prediction  PDF
• 2022-11-21 SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training    Yuanze Lin, Chen Wei, Huiyu Wang, Alan Yuille, Cihang Xie arXiv_AI arXiv_AI  Transformer  Sparse  Language_Model  Video_Retrieval  PDF
• 2022-11-21 PS-Transformer: Learning Sparse Photometric Stereo Network using Self-Attention Mechanism    Satoshi Ikehata arXiv_CV arXiv_CV  Transformer  Sparse  Pose  Face  Action  Attention  Prediction  PDF
• 2022-11-21 Few-shot Non-line-of-sight Imaging with Signal-surface Collaborative Regularization    Xintong Liu, Jianyu Wang, Leping Xiao, Xing Fu, Lingyun Qiu, Zuoqiang Shi arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Regularization  Knowledge  Pose  Face  Few-Shot  Autonomous  Inference  PDF
• 2022-11-21 Neural Dependencies Emerging from Learning Massive Categories    Ruili Feng, Kecheng Zheng, Kai Zhu, Yujun Shen, Jian Zhao, Yukun Huang, Deli Zhao, Jingren Zhou, Michael Jordan, Zheng-Jun Zha arXiv_CV arXiv_CV  Sparse  Pose  Classification  Relation  Image_Classification  Prediction  PDF
• 2022-11-21 Vision Transformer with Super Token Sampling    Huaibo Huang, Xiaoqiang Zhou, Jie Cao, Ran He, Tieniu Tan arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Sparse  Pose  Detection  Attention  PDF
• 2022-11-20 DesNet: Decomposed Scale-Consistent Network for Unsupervised Depth Completion    Zhiqiang Yan, Kun Wang, Xiang Li, Zhenyu Zhang, Jun Li, Jian Yang arXiv_CV arXiv_CV  Unsupervised  Sparse  Pose  Attention  Prediction  PDF
• 2022-11-20 Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis    Shanshan Zhao, Mingming Gong, Xi Li, Dacheng Tao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  Sparse  Pose  Action  Classification  Deep_Learning  Relation  PDF
• 2022-11-19 Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training    Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang arXiv_AI arXiv_AI  Transformer  Sparse  Pose  Attention  Inference  PDF
• 2022-11-19 Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models    Hyungjin Chung, Dohoon Ryu, Michael T. McCann, Marc L. Klasky, Jong Chul Ye arXiv_AI arXiv_AI  Reconstruction  3D  Sparse  Pose  Medical  PDF
• 2022-11-19 Rethinking Batch Sample Relationships for Data Representation: A Batch-Graph Transformer based Approach    Xixi Wang, Bo Jiang, Xiao Wang, Bin Luo arXiv_CV arXiv_CV  Image_Caption  Transformer  Sparse  Pose  Relation  Attention  PDF
• 2022-11-19 Autoregressive GNN-ODE GRU Model for Network Dynamics    Bo Liang, Lin Wang, Xiaofan Wang arXiv_AI arXiv_AI  Reconstruction  Sparse  Knowledge  Pose  Prediction  PDF
• 2022-11-19 MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D Perception    Hongyu Zhou, Zheng Ge, Zeming Li, Xiangyu Zhang arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Sparse  Pose  Action  Detection  Object_Detection  PDF
• 2022-11-19 Sparse4D: Multi-view 3D Object Detection with Sparse Spatial-Temporal Fusion    Xuewu Lin, Tianwei Lin, Zixiang Pei, Lichao Huang, Zhizhong Su arXiv_CV arXiv_CV  3D  Sparse  Pose  Detection  Object_Detection  Attention  PDF
• 2022-11-19 Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants    L. Mars Gao, J. Nathan Kutz arXiv_AI arXiv_AI  Sparse  Pose  Inference  PDF
• 2022-11-19 Neural frames: A Tool for Studying the Tangent Bundles Underlying Image Datasets and How Deep Learning Models Process Them    Henry Kvinge, Grayson Jorgenson, Davis Brown, Charles Godfrey, Tegan Emerson arXiv_CV arXiv_CV  Sparse  Adversarial  Deep_Learning  PDF
• 2022-11-18 Magic3D: High-Resolution Text-to-3D Content Creation    Chen-Hsuan Lin, Jun Gao, Luming Tang, Towaki Takikawa, Xiaohui Zeng, Xun Huang, Karsten Kreis, Sanja Fidler, Ming-Yu Liu, Tsung-Yi Lin arXiv_CV arXiv_CV  3D  Optimization  Sparse  PDF
• 2022-11-18 CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval    Minghan Li, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen arXiv_CL arXiv_CL  Bert  Sparse  Pose  Action  PDF
• 2022-11-18 Neural Fields for Fast and Scalable Interpolation of Geophysical Ocean Variables    J. Emmanuel Johnson, Redouane Lguensat, Ronan Fablet, Emmanuel Cosme, Julien Le Sommer arXiv_AI arXiv_AI  Reconstruction  Sparse  Face  PDF
• 2022-11-18 Who Says Elephants Can't Run: Bringing Large Scale MoE Models into Cloud Scale Production    Young Jin Kim, Rawn Henry, Raffy Fahim, Hany Hassan Awadalla arXiv_AI arXiv_AI  Transformer  Optimization  Sparse  Inference  PDF
• 2022-11-17 SparseVLR: A Novel Framework for Verified Locally Robust Sparse Neural Networks Search    Sawinder Kaur, Asif Salekin arXiv_CV arXiv_CV  Sparse  Adversarial  Pose  Drone  Autonomous  PDF
• 2022-11-17 SAR-based landslide classification pretraining leads to better segmentation    Vanessa Böhm, Wei Ji Leong, Ragini Bal Mahesh, Ioannis Prapas, Edoardo Nemni, Freddie Kalaitzis, Siddha Ganju, Raul Ramos-Pollan arXiv_CV arXiv_CV  Segmentation  Embedding  Sparse  Classification  Deep_Learning  Detection  PDF
• 2022-11-17 HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors    Xiao Wang, Zongzhen Wu, Bo Jiang, Zhimin Bao, Lin Zhu, Guoqi Li, Yaowei Wang, Yonghong Tian arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Sparse  Pose  Classification  Activity  Prediction  PDF
• 2022-11-17 DETRDistill: A Universal Knowledge Distillation Framework for DETR-families    Jiahao Chang, Shuo Wang, Guangkai Xu, Zehui Chen, Chenhongyi Yang, Feng Zhao arXiv_CV arXiv_CV  Transformer  Sparse  Knowledge  Pose  Detection  Relation  Object_Detection  Attention  Inference  Prediction  Matching  PDF
• 2022-11-17 Abstractive Summarization Guided by Latent Hierarchical Document Structure    Yifu Qiu, Shay B. Cohen arXiv_CL arXiv_CL  Sparse  Salient  Pose  Attention  Summarization  PDF
• 2022-11-17 Detecting Arbitrary Keypoints on Limbs and Skis with Sparse Partly Correct Segmentation Masks    Katja Ludwig, Daniel Kienzle, Julian Lorenz, Rainer Lienhart arXiv_CV arXiv_CV  Transformer  Segmentation  Sparse  Pose  PDF
• 2022-11-17 Siamese based Neural Network for Offline Writer Identification on word level data    Vineet Kumar, Suresh Sundaram arXiv_CV arXiv_CV  Handwriting  Recognition  Sparse  Salient  Pose  Classification  Deep_Learning  CNN  PDF
• 2022-11-17 Balanced Deep CCA for Bird Vocalization Detection    Sumit Kumar, B. Anshuman, Linus Ruettimann, Richard H.R. Hahnloser, Vipul Arora arXiv_SD arXiv_SD  Embedding  Unsupervised  Sparse  Self-Supervised  Detection  Relation  PDF
• 2022-11-16 Learning Reward Functions for Robotic Manipulation by Observing Humans    Minttu Alakuijala, Gabriel Dulac-Arnold, Julien Mairal, Jean Ponce, Cordelia Schmid arXiv_RO arXiv_RO  Embedding  Reinforcement_Learning  Sparse  Pose  Action  PDF
• 2022-11-16 Real Estate Attribute Prediction from Multiple Visual Modalities with Missing Data    Eric Stumpe, Miroslav Despotovic, Zedong Zhang, Matthias Zeppelzauer arXiv_AI arXiv_AI  Sparse  Prediction  PDF
• 2022-11-16 Semi-Supervised and Self-Supervised Collaborative Learning for Prostate 3D MR Image Segmentation    Yousuf Babiker M. Osman, Cheng Li, Weijian Huang, Nazik Elsayed, Zhenzhen Xue, Hairong Zheng, Shanshan Wang arXiv_CV arXiv_CV  Segmentation  3D  Sparse  Self-Supervised  Pose  Action  Deep_Learning  PDF
• 2022-11-16 Interacting Hand-Object Pose Estimation via Dense Mutual Attention    Rong Wang, Wei Mao, Hongdong Li arXiv_CV arXiv_CV  3D  Optimization  Sparse  Pose_Estimation  Pose  Action  Quantitative  Relation  Attention  Inference  PDF
• 2022-11-16 Towards Long-Tailed 3D Detection    Neehar Peri, Achal Dave, Deva Ramanan, Shu Kong arXiv_RO arXiv_RO  3D  Sparse  Detection  Relation  Object_Detection  GAN  Autonomous  PDF
• 2022-11-16 Interclass Prototype Relation for Few-Shot Segmentation    Atsuro Okazawa arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Sparse  Pose  Classification  Relation  Few-Shot  PDF
• 2022-11-15 Hybrid Transformers for Music Source Separation    Simon Rouard, Francisco Massa, Alexandre Défossez arXiv_SD arXiv_SD  Transformer  Sparse  Attention  PDF
• 2022-11-15 3D Cascade RCNN: High Quality Object Detection in Point Clouds    Qi Cai, Yingwei Pan, Ting Yao, Tao Mei arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Pose  Quantitative  Detection  Object_Detection  GAN  PDF
• 2022-11-14 Seeded iterative clustering for histology region identification    Eduard Chelebian, Francesco Ciompi, Carolina Wählby arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  Sparse  Deep_Learning  PDF
• 2022-11-14 SVS: Adversarial refinement for sparse novel view synthesis    Violeta Menéndez González, Andrew Gilbert, Graeme Phillipson, Stephen Jolly, Simon Hadfield arXiv_CV arXiv_CV  3D  Sparse  Adversarial  Pose  PDF
• 2022-11-14 SNIPER Training: Variable Sparsity Rate Training For Text-To-Speech    Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans arXiv_SD arXiv_SD  Sparse  Speech  Pose  PDF
• 2022-11-14 CabViT: Cross Attention among Blocks for Vision Transformer    Haokui Zhang, Wenze Hu, Xiaoyu Wang arXiv_CV arXiv_CV  Transformer  Sparse  Knowledge  Pose  Action  Classification  Attention  Image_Classification  PDF
• 2022-11-14 Controllable GAN Synthesis Using Non-Rigid Structure-from-Motion    René Haas, Stella Graßhof, Sami S. Brandt arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose  Face  GAN  PDF
• 2022-11-14 TriDoNet: A Triple Domain Model-driven Network for CT Metal Artifact Reduction    Baoshun Shi, Ke Jiang, Shaolei Zhang, Qiusheng Lian, Yanwei Qin arXiv_AI arXiv_AI  Sparse  Regularization  Knowledge  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2022-11-14 Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention    Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie arXiv_CL arXiv_CL  Transformer  OCR  Sparse  Regularization  Attention  Text_Generation  PDF
• 2022-11-13 Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding    Zijiao Chen, Jiaxin Qing, Tiange Xiang, Wan Lin Yue, Juan Helen Zhou arXiv_CV arXiv_CV  Sparse  Self-Supervised  Face  Quantitative  Classification  Matching  PDF
• 2022-11-11 Breaking trade-offs in speech separation with sparsely-gated mixture of experts    Xiaofei Wang, Zhuo Chen, Yu Shi, Jian Wu, Naoyuki Kanda, Takuya Yoshioka arXiv_SD arXiv_SD  Recognition  Sparse  Speech  Speech_Recognition  PDF
• 2022-11-11 StereoISP: Rethinking Image Signal Processing for Dual Camera Systems    Ahmad Bin Rabiah, Qi Guo arXiv_CV arXiv_CV  Sparse  PDF
• 2022-11-11 Does Deep Learning REALLY Outperform Non-deep Machine Learning for Clinical Prediction on Physiological Time Series?    Ke Liao, Wei Wang, Armagan Elibol, Lingzhong Meng, Xu Zhao, Nak Young Chong arXiv_AI arXiv_AI  Sparse  Pose  Deep_Learning  Prediction  PDF
• 2022-11-10 New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity Using Dictionary Learning    Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tulay Adali arXiv_CV arXiv_CV  Sparse  Pose  Action  Classification  PDF
• 2022-11-10 Quantum Power Flows: From Theory to Practice    Junyu Liu, Han Zheng, Masanori Hanada, Kanav Setia, Dan Wu arXiv_AI arXiv_AI  Optimization  Sparse  PDF
• 2022-11-10 SWTF: Sparse Weighted Temporal Fusion for Drone-Based Activity Recognition    Santosh Kumar Yadav, Esha Pahwa, Achleshwar Luthra, Kamlesh Tiwari, Hari Mohan Pandey, Peter Corcoran arXiv_CV arXiv_CV  Surveillance  Recognition  Sparse  Pose  Action  Attention  Drone  Activity  CNN  Optical_Flow  PDF
• 2022-11-10 ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning    Yang Zhou, Yuda Song, Hui Qian, Xin Du arXiv_CV arXiv_CV  Restoration  Sparse  Pose  Deep_Learning  Inference  PDF
• 2022-11-10 Learning Cross-view Geo-localization Embeddings via Dynamic Weighted Decorrelation Regularization    Tingyu Wang, Zhedong Zheng, Zunjie Zhu, Yuhan Gao, Yi Yang, Chenggang Yan arXiv_CV arXiv_CV  Embedding  Sparse  Regularization  Pose  Relation  Drone  PDF
• 2022-11-09 Affordance detection with Dynamic-Tree Capsule Networks    Antonio Rodríguez-Sánchez, Simon Haller-Seeber, David Peer, Chris Engelhardt, Jakob Mittelberger, Matteo Saveriano arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Sparse  Face  Detection  Relation  CNN  Autonomous  PDF
• 2022-11-09 ViTALiTy: Unifying Low-rank and Sparse Approximation for Vision Transformer Acceleration with a Linear Taylor Attention    Jyotikrishna Dass, Shang Wu, Huihong Shi, Chaojian Li, Zhifan Ye, Zhongfeng Wang, Yingyan Lin arXiv_CV arXiv_CV  Transformer  Sparse  Regularization  Pose  Attention  CNN  Inference  PDF
• 2022-11-09 Foundation Models for Semantic Novelty in Reinforcement Learning    Tarun Gupta, Peter Karkus, Tong Che, Danfei Xu, Marco Pavone arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Sparse  Knowledge  PDF
• 2022-11-08 Accelerating Eulerian Fluid Simulation With Convolutional Networks    Jonathan Tompson, Kristofer Schlachter, Pablo Sprechmann, Ken Perlin arXiv_CV arXiv_CV  Unsupervised  3D  Sparse  Pose  CNN  PDF
• 2022-11-08 SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations    Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee, Vedanuj Goswani, Changhan Wang, Juan Pino, Benoît Sagot, Holger Schwenk arXiv_CL arXiv_CL  Transformer  Sparse  Speech  PDF
• 2022-11-08 Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps    Hiroki Iida, Naoaki Okazaki arXiv_CL arXiv_CL  Unsupervised  Sparse  Pose  Language_Model  Matching  PDF
• 2022-11-08 Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning    Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang arXiv_AI arXiv_AI  Zero-Shot  Sparse  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Relation  Few-Shot  PDF
• 2022-11-07 Common Pets in 3D: Dynamic New-View Synthesis of Real-Life Deformable Categories    Samarth Sinha, Roman Shapovalov, Jeremy Reizenstein, Ignacio Rocco, Natalia Neverova, Andrea Vedaldi, David Novotny arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose  PDF
• 2022-11-06 A Deep-Unfolded Spatiotemporal RPCA Network For L+S Decomposition    Shoaib Imran, Muhammad Tahir, Zubair Khalid, Momin Uppal arXiv_CV arXiv_CV  Tracking  Sparse  Object_Tracking  Pose  PDF
• 2022-11-05 Toward Neural Network Simulation of Variational Quantum Algorithms    Oliver Knitter, James Stokes, Shravan Veerapaneni arXiv_CV arXiv_CV  Optimization  Sparse  VQA  QA  PDF
• 2022-11-04 Resource-Efficient Transfer Learning From Speech Foundation Model Using Hierarchical Feature Fusion    Zhouyuan Huo, Khe Chai Sim, Bo Li, Dongseong Hwang, Tara N. Sainath, Trevor Strohman arXiv_SD arXiv_SD  Transformer  Transfer_Learning  Recognition  Sparse  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-11-04 De novo PROTAC design using graph-based deep generative models    Divya Nori, Connor W. Coley, Rocío Mercado arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Sparse  Pose  Activity  PDF
• 2022-11-03 Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models    Muyang Li, Ji Lin, Chenlin Meng, Stefano Ermon, Song Han, Jun-Yan Zhu arXiv_CV arXiv_CV  Sparse  Pose  GAN  CNN  Inference  PDF
• 2022-11-03 DyOb-SLAM : Dynamic Object Tracking SLAM System    Rushmian Annoy Wadud, Wei Sun arXiv_RO arXiv_RO  Tracking  Sparse  Object_Tracking  Pose  SLAM  Relation  Optical_Flow  PDF
• 2022-11-03 Spatiotemporal Calibration of 3D mm-Wavelength Radar-Camera Pairs    Emmett Wise, Qilong Cheng, Jonathan Kelly arXiv_RO arXiv_RO  3D  Sparse  Knowledge  Autonomous  PDF
• 2022-11-03 Active CT Reconstruction with a Learned Sampling Policy    Ce Wang, Kun Shang, Haimiao Zhang, Shang Zhao, Dong Liang, S. Kevin Zhou arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  Recommendation  PDF
• 2022-11-03 Sensor Control for Information Gain in Dynamic, Sparse and Partially Observed Environments    J. Brian Burns, Aravind Sundaresan, Pedro Sequeira, Vidyasagar Sadhu arXiv_AI arXiv_AI  Enhancement  Reinforcement_Learning  Sparse  Pose  Autonomous  Prediction  PDF
• 2022-11-02 Max Markov Chain    Yu Zhang, Mitchell Bucklew arXiv_AI arXiv_AI  Optimization  Sparse  Relation  PDF
• 2022-11-02 The Lottery Ticket Hypothesis for Vision Transformers    Xuan Shen, Zhenglun Kong, Minghai Qin, Peiyan Dong, Geng Yuan, Xin Meng, Hao Tang, Xiaolong Ma, Yanzhi Wang arXiv_CV arXiv_CV  Transformer  Sparse  PDF
• 2022-11-02 Multi-Vector Retrieval as Sparse Alignment    Yujie Qian, Jinhyuk Lee, Sai Meher Karthik Duddu, Zhuyun Dai, Siddhartha Brahma, Iftekhar Naim, Tao Lei, Vincent Y. Zhao arXiv_CL arXiv_CL  Zero-Shot  Sparse  Pose  Language_Model  PDF
• 2022-11-02 Human alignment of neural network representations    Lukas Muttenthaler, Jonas Dippel, Lorenz Linhardt, Robert A. Vandermeulen, Simon Kornblith arXiv_AI arXiv_AI  Sparse  PDF
• 2022-11-02 Hypergraph Convolutional Network based Weakly Supervised Point Cloud Semantic Segmentation with Scene-Level Annotations    Zhuheng Lu, Peng Zhang, Yuewei Dai, Weiqing Li, Zhiyong Su arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Weakly_Supervised  Sparse  Pose  Attention  CNN  PDF
• 2022-11-02 Unsupervised denoising for sparse multi-spectral computed tomography    Satu I. Inkinen, Mikael A. K. Brix, Miika T. Nieminen, Simon Arridge, Andreas Hauptmann arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Sparse  Pose  Detection  Object_Detection  Denoising  PDF
• 2022-11-02 Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer    Dimitris Mamakas, Petros Tsotsi, Ion Androutsopoulos, Ilias Chalkidis arXiv_CL arXiv_CL  Transformer  Bert  Sparse  Pose  Classification  Attention  PDF
• 2022-11-02 Discover Important Paths in the Knowledge Graph Based on Dynamic Relation Confidence    Shanqing Yu, Yijun Wu, Ran Gan, Jiajun Zhou, Ziwan Zheng, Qi Xuan arXiv_AI arXiv_AI  Sparse  Knowledge  Knowledge_Graph  Pose  Relation  PDF
• 2022-11-02 SIMD-size aware weight regularization for fast neural vocoding on CPU    Hiroki Kanagawa, Yusuke Ijima arXiv_CL arXiv_CL  Sparse  RNN  Regularization  Speech  Pose  PDF
• 2022-11-01 Expansion of Visual Hints for Improved Generalization in Stereo Matching    Andrea Pilzer, Yuxin Hou, Niki Loppi, Arno Solin, Juho Kannala arXiv_CV arXiv_CV  3D  Sparse  Pose  Inference  Matching  PDF
• 2022-10-31 Real-time Mapping of Physical Scene Properties with an Autonomous Robot Experimenter    Iain Haughton, Edgar Sucar, Andre Mouton, Edward Johns, Andrew J. Davison arXiv_RO arXiv_RO  3D  Sparse  Action  Autonomous  PDF
• 2022-10-31 Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives    Si Sun, Chenyan Xiong, Yue Yu, Arnold Overwijk, Zhiyuan Liu, Jie Bao arXiv_CL arXiv_CL  Sparse  Pose  QA  PDF
• 2022-10-31 Mining Word Boundaries in Speech as Naturally Annotated Word Segmentation Data    Lei Zhang, Shilin Zhou, Chen Gong, Zhenghua Li, Zhefeng Wang, Baoxing Huai, Min Zhang arXiv_CL arXiv_CL  Segmentation  Sparse  Speech  Pose  PDF
• 2022-10-30 Transposed Variational Auto-encoder with Intrinsic Feature Learning for Traffic Forecasting    Leyan Deng, Chenwang Wu, Defu Lian, Min Zhou arXiv_AI arXiv_AI  Sparse  Pose  Relation  Attention  Prediction  PDF
• 2022-10-30 ISG: I can See Your Gene Expression    Yan Yang, LiYuan Pan, Liu Liu, Eric A Stone arXiv_CV arXiv_CV  Sparse  Pose  Action  Attention  Prediction  PDF
• 2022-10-30 A Self-Supervised Approach to Reconstruction in Sparse X-Ray Computed Tomography    Rey Mendoza, Minh Nguyen, Judith Weng Zhu, Vincent Dumont, Talita Perciano, Juliane Mueller, Vidya Ganapati arXiv_CV arXiv_CV  Reconstruction  Sparse  Self-Supervised  Deep_Learning  PDF
• 2022-10-29 CMT: Interpretable Model for Rapid Recognition Pneumonia from Chest X-Ray Images by Fusing Low Complexity Multilevel Attention Mechanism    Shengchao Chen, Sufen Ren, Guanjun Wang, Mengxing Huang, Chenyang Xue arXiv_CV arXiv_CV  Transformer  Recognition  Sparse  Pose  Deep_Learning  Relation  Attention  Medical  CNN  Inference  PDF
• 2022-10-29 A pruning method based on the dissimilarity of angle among channels and filters    Jiayi Yao, Ping Li, Xiatao Kang, Yuzhe Wang arXiv_CV arXiv_CV  Sparse  Pose  Attention  CNN  PDF
• 2022-10-29 Articulatory Representation Learning Via Joint Factor Analysis and Neural Matrix Factorization    Jiachen Lian, Alan W Black, Yijing Lu, Louis Goldstein, Shinji Watanabe, Gopala K. Anumanchipalli arXiv_SD arXiv_SD  Sparse  Gesture  Represenation_Learning  Speech  Pose  Contour  PDF
• 2022-10-29 Curiosity-Driven Multi-Agent Exploration with Mixed Objectives    Roben Delos Reyes, Kyunghwan Son, Jinhwan Jung, Wan Ju Kang, Yung Yi arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  Action  Prediction  PDF
• 2022-10-28 LOFT: Finding Lottery Tickets through Filter-wise Training    Qihan Wang, Chen Dun, Fangshuo Liao, Chris Jermaine, Anastasios Kyrillidis arXiv_AI arXiv_AI  Sparse  Pose  CNN  PDF
• 2022-10-28 RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction    Yanyan Shen, Lifan Zhao, Weiyu Cheng, Zibin Zhang, Wenwen Zhou, Kangyi Lin arXiv_AI arXiv_AI  Optimization  Sparse  Represenation_Learning  Knowledge  Pose  Action  Few-Shot  Prediction  Recommendation  PDF
• 2022-10-28 Goal Exploration Augmentation via Pre-trained Skills for Sparse-Reward Long-Horizon Goal-Conditioned Reinforcement Learning    Lisheng Wu, Ke Chen arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  PDF
• 2022-10-28 When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels    Weiyan Shi, Emily Dinan, Kurt Shuster, Jason Weston, Jing Xu arXiv_AI arXiv_AI  Sparse  Pose  Action  QA  PDF
• 2022-10-27 Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost    Sungjun Cho, Seonwoo Min, Jinwoo Kim, Moontae Lee, Honglak Lee, Seunghoon Hong arXiv_AI arXiv_AI  Transformer  Sparse  Pose  Attention  PDF
• 2022-10-27 Reconstruction of compressed spectral imaging based on global structure and spectral correlation    Pan Wang, Jie Li, Siqi Zhang, Chun Qi, Lin Wang, Jieru Chen arXiv_CV arXiv_CV  Reconstruction  Optimization  Sparse  Pose  Relation  CNN  PDF
• 2022-10-27 Constrained Differential Dynamic Programming: A primal-dual augmented Lagrangian approach    Wilson Jallet (LAAS-GEPETTO, WILLOW, DI-ENS), Antoine Bambade (WILLOW, DI-ENS, ENPC), Nicolas Mansard (LAAS-GEPETTO), Justin Carpentier (WILLOW, DI-ENS) arXiv_RO arXiv_RO  Optimization  Sparse  Pose  Action  PDF
• 2022-10-27 Meta-Learning Initializations for Interactive Medical Image Registration    Zachary M.C. Baum, Yipeng Hu, Dean Barratt arXiv_CV arXiv_CV  3D  Sparse  Pose  Action  Medical  Inference  PDF
• 2022-10-27 Li3DeTr: A LiDAR based 3D Detection Transformer    Gopi Krishna Erabati, Helder Araujo arXiv_CV arXiv_CV  Transformer  Point_Cloud  3D  Sparse  Knowledge  Pose  Action  Detection  Object_Detection  Attention  Autonomous  Prediction  PDF
• 2022-10-27 Fast DistilBERT on CPUs    Haihao Shen, Ofir Zafrir, Bo Dong, Hengyu Meng, Xinyu Ye, Zhe Wang, Yi Ding, Hanwen Chang, Guy Boudoukh, Moshe Wasserblat arXiv_CL arXiv_CL  Transformer  Quantization  Bert  Sparse  Knowledge  Pose  Inference  Language_Model  PDF
• 2022-10-27 BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification    Ziwen Liu, Josep Grau-Bove, Scott Allan Orr arXiv_CL arXiv_CL  Embedding  Bert  Text_Classification  Sparse  Pose  Face  Classification  Prediction  PDF
• 2022-10-26 Automated Reconstruction of 3D Open Surfaces from Sparse Point Clouds    Mohammad Samiul Arshad, William J. Beksi arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Sparse  Salient  Pose  Face  PDF
• 2022-10-26 LiDAR-guided object search and detection in Subterranean Environments    Manthan Patel, Gabriel Waibel, Shehryar Khattak, Marco Hutter arXiv_CV arXiv_CV  Sparse  Pose  Classification  Detection  Object_Detection  PDF
• 2022-10-26 CU-Net: LiDAR Depth-Only Completion With Coupled U-Net    Yufei Wang, Yuchao Dai, Qi Liu, Peng Yang, Jiadai Sun, Bo Li arXiv_CV arXiv_CV  Sparse  Pose  PDF
• 2022-10-26 M$^3$ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design    Hanxue Liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Kai Zou, Yu Cheng, Cong Hao, Zhangyang Wang arXiv_CV arXiv_CV  Transformer  Sparse  Inference  PDF
• 2022-10-26 Leveraging Demonstrations with Latent Space Priors    Jonas Gehring, Deepak Gopinath, Jungdam Won, Andreas Krause, Gabriel Synnaeve, Nicolas Usunier arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  Action  PDF
• 2022-10-26 Compressing And Debiasing Vision-Language Pre-Trained Models for Visual Question Answering    Qingyi Si, Yuanxin Liu, Zheng Lin, Peng Fu, Weiping Wang arXiv_CV arXiv_CV  Transformer  Sparse  VQA  QA  PDF
• 2022-10-26 D-Shape: Demonstration-Shaped Reinforcement Learning via Goal Conditioning    Caroline Wang, Garrett Warnell, Peter Stone arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Autonomous  Matching  PDF
• 2022-10-26 RBP-DIP: High-Quality CT Reconstruction Using an Untrained Neural Network with Residual Back Projection and Deep Image Prior    Ziyu Shu, Alireza Entezari arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  PDF
• 2022-10-25 In-context Reinforcement Learning with Algorithm Distillation    Michael Laskin, Luyu Wang, Junhyuk Oh, Emilio Parisotto, Stephen Spencer, Richie Steigerwald, DJ Strouse, Steven Hansen, Angelos Filos, Ethan Brooks, Maxime Gazeau, Himanshu Sahni, Satinder Singh, Volodymyr Mnih arXiv_AI arXiv_AI  Transformer  Reinforcement_Learning  Sparse  Pose  Action  Prediction  PDF
• 2022-10-25 SUPR: A Sparse Unified Part-Based Human Representation    Ahmed A. A. Osman, Timo Bolkart, Dimitrios Tzionas, Michael J. Black arXiv_CV arXiv_CV  3D  Sparse  Pose  Quantitative  Attention  PDF
• 2022-10-25 Dynamic weights enabled Physics-Informed Neural Network for simulating the mobility of Engineered Nano-particles in a contaminated aquifer    Shikhar Nilabh, Fidel Grandia arXiv_AI arXiv_AI  Sparse  PDF
• 2022-10-24 Deep Learning Approach for Dynamic Sampling for Multichannel Mass Spectrometry Imaging    David Helminiak, Hang Hu, Julia Laskin, Dong Hye Ye arXiv_CV arXiv_CV  Reconstruction  Sparse  Deep_Learning  CNN  PDF
• 2022-10-24 OSS Mentor A framework for improving developers contributions via deep reinforcement learning    Jiakuan Fan, Haoyue Wang, Wei Wang, Ming Gao, Shengyu Zhao arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Knowledge  PDF
• 2022-10-24 Domain Adaptive Segmentation of Electron Microscopy with Sparse Point Annotations    Dafei Qiu, Jiajin Yi, Jialin Peng arXiv_CV arXiv_CV  Segmentation  Sparse  Knowledge  Detection  GAN  PDF
• 2022-10-24 mm-Wave Radar Hand Shape Classification Using Deformable Transformers    Athmanarayanan Lakshmi Narayanan, Asma Beevi K. T, Haoyang Wu, Jingyi Ma, W. Margaret Huang arXiv_AI arXiv_AI  Transformer  Point_Cloud  3D  Sparse  Pose  Classification  CNN  PDF
• 2022-10-24 On representation of natural image patches    Cheng Guo arXiv_CV arXiv_CV  Unsupervised  Sparse  PDF
• 2022-10-24 Robust Object Detection in Remote Sensing Imagery with Noisy and Sparse Geo-Annotations    Maximilian Bernhard, Matthias Schubert arXiv_CV arXiv_CV  Sparse  Detection  Object_Detection  PDF
• 2022-10-24 Revisiting Sparse Convolutional Model for Visual Recognition    Xili Dai, Mingyang Li, Pengyuan Zhai, Shengbang Tong, Xingjian Gao, Shao-Lun Huang, Zhihui Zhu, Chong You, Yi Ma arXiv_CV arXiv_CV  Reconstruction  Recognition  Optimization  Sparse  Regularization  Adversarial  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-10-23 Pushing the Efficiency Limit Using Structured Sparse Convolutions    Vinay Kumar Verma, Nikhil Mehta, Shijing Si, Ricardo Henao, Lawrence Carin arXiv_CV arXiv_CV  Sparse  Pose  Classification  CNN  PDF
• 2022-10-23 Active Exploration for Robotic Manipulation    Tim Schneider, Boris Belousov, Georgia Chalvatzaki, Diego Romeres, Devesh K. Jha, Jan Peters arXiv_RO arXiv_RO  Reinforcement_Learning  Sparse  Pose  Action  PDF
• 2022-10-23 Joint Rigid Motion Correction and Sparse-View CT via Self-Calibrating Neural Field    Qing Wu, Xin Li, Hongjiang Wei, Jingyi Yu, Yuyao Zhang arXiv_CV arXiv_CV  Reconstruction  Sparse  Self-Supervised  Pose  Deep_Learning  Attention  PDF
• 2022-10-23 Few-Shot Meta Learning for Recognizing Facial Phenotypes of Genetic Disorders    Ömer Sümer, Fabio Hellmann, Alexander Hustinx, Tzung-Chien Hsieh, Elisabeth André, Peter Krawitz arXiv_CV arXiv_CV  Recognition  Sparse  Represenation_Learning  Face  Quantitative  Classification  Deep_Learning  Few-Shot  PDF
• 2022-10-23 Language Model Pre-Training with Sparse Latent Typing    Liliang Ren, Zixuan Zhang, Han Wang, Clare R. Voss, Chengxiang Zhai, Heng Ji arXiv_AI arXiv_AI  Transformer  Reconstruction  Sparse  Knowledge  Self-Supervised  Action  Few-Shot  Language_Model  PDF
• 2022-10-22 Deep Learning in Single-Cell Analysis    Dylan Molho, Jiayuan Ding, Zhaoheng Li, Hongzhi Wen, Wenzhuo Tang, Yixin Wang, Julian Venegas, Wei Jin, Renming Liu, Runze Su, Patrick Danaher, Robert Yang, Yu Leo Lei, Yuying Xie, Jiliang Tang arXiv_AI arXiv_AI  Segmentation  Sparse  Review  Survey  Deep_Learning  PDF
• 2022-10-21 Geometric Sparse Coding in Wasserstein Space    Marshall Mueller, Shuchin Aeron, James M. Murphy, Abiy Tasissa arXiv_CV arXiv_CV  Unsupervised  Sparse  Pose  PDF
• 2022-10-21 Diffuser: Efficient Transformers with Multi-hop Attention Diffusion for Long Sequences    Aosong Feng, Irene Li, Yuang Jiang, Rex Ying arXiv_CL arXiv_CL  Transformer  Text_Classification  Sparse  Pose  Action  Classification  Relation  Attention  Language_Model  PDF
• 2022-10-21 CRT-6D: Fast 6D Object Pose Estimation with Cascaded Refinement Transformers    Pedro Castro, Tae-Kyun Kim arXiv_CV arXiv_CV  Transformer  Sparse  Pose_Estimation  Pose  Face  Inference  PDF
• 2022-10-21 Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning    Xingwei He, Yeyun Gong, A-Long Jin, Weizhen Qi, Hang Zhang, Jian Jiao, Bartuer Zhou, Biao Cheng, SM Yiu, Nan Duan arXiv_CL arXiv_CL  Sparse  Knowledge  Pose  Relation  PDF
• 2022-10-21 Learning Robust Dynamics through Variational Sparse Gating    Arnav Kumar Jain, Shivakanth Sujit, Shruti Joshi, Vincent Michalski, Danijar Hafner, Samira Ebrahimi-Kahou arXiv_AI arXiv_AI  Sparse  Pose  Action  PDF
• 2022-10-20 Towards Human-centered Explainable AI: User Studies for Model Explanations    Yao Rong, Tobias Leemann, Thai-trang Nguyen, Lisa Fiedler, Tina Seidel, Gjergji Kasneci, Enkelejda Kasneci arXiv_AI arXiv_AI  Sparse  Review  Pose  Survey  Recommendation  PDF
• 2022-10-20 VIBUS: Data-efficient 3D Scene Parsing with VIewpoint Bottleneck and Uncertainty-Spectrum Modeling    Beiwen Tian, Liyi Luo, Hao Zhao, Guyue Zhou arXiv_AI arXiv_AI  Scene_Parsing  3D  Sparse  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  PDF
• 2022-10-20 Multi-View Guided Multi-View Stereo    Matteo Poggi, Andrea Conti, Stefano Mattoccia arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose  PDF
• 2022-10-20 Deep-Learning-Based Precipitation Nowcasting with Ground Weather Station Data and Radar Data    Jihoon Ko, Kyuhan Lee, Hyunjin Hwang, Kijung Shin arXiv_AI arXiv_AI  Sparse  Pose  Relation  Prediction  PDF
• 2022-10-20 Co-Training an Observer and an Evading Target    André Brandenburger, Folker Hoffmann, Alexander Charlish arXiv_RO arXiv_RO  Tracking  Reinforcement_Learning  Optimization  Sparse  Salient  PDF
• 2022-10-20 Pruning by Active Attention Manipulation    Zahra Babaiee, Lucas Liebenwein, Ramin Hasani, Daniela Rus, Radu Grosu arXiv_AI arXiv_AI  Sparse  Relation  Attention  PDF
• 2022-10-20 PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points    Jing Tan, Xiaotong Zhao, Xintian Shi, Bing Kang, Limin Wang arXiv_CV arXiv_CV  Segmentation  Sparse  Pose  Action  Detection  Activity  PDF
• 2022-10-20 Task Phasing: Automated Curriculum Learning from Demonstrations    Vaibhav Bajaj, Guni Sharon, Peter Stone arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  PDF
• 2022-10-20 Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation    Zefan Yang, Di Lin, Dong Ni, Yi Wang arXiv_CV arXiv_CV  Segmentation  Sparse  Regularization  Pose  GAN  Medical  PDF
• 2022-10-19 GraphCSPN: Geometry-Aware Depth Completion via Dynamic GCNs    Xin Liu, Xiaofei Shao, Bo Wang, Yali Li, Shengjin Wang arXiv_AI arXiv_AI  3D  Sparse  Represenation_Learning  Pose  Relation  Attention  CNN  Autonomous  PDF
• 2022-10-19 RSC: Accelerating Graph Neural Networks Training via Randomized Sparse Computations    Zirui Liu, Shengyuan Chen, Kaixiong Zhou, Daochen Zha, Xiao Huang, Xia Hu arXiv_AI arXiv_AI  Sparse  Pose  PDF
• 2022-10-19 LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation    Xin Mao, Wenting Wang, Yuanbin Wu, Man Lan arXiv_AI arXiv_AI  Sparse  Pose  PDF
• 2022-10-19 Time and Cost-Efficient Bathymetric Mapping System using Sparse Point Cloud Generation and Automatic Object Detection    Andres Pulido, Ruoyao Qin, Antonio Diaz, Andrew Ortega, Peter Ifju, Jaejeong Shin arXiv_CV arXiv_CV  Transfer_Learning  Point_Cloud  3D  Sparse  Classification  Detection  Object_Detection  CNN  PDF
• 2022-10-19 On the Adversarial Robustness of Mixture of Experts    Joan Puigcerver, Rodolphe Jenatton, Carlos Riquelme, Pranjal Awasthi, Srinadh Bhojanapalli arXiv_AI arXiv_AI  Sparse  Adversarial  PDF
• 2022-10-18 Exclusive Supermask Subnetwork Training for Continual Learning    Prateek Yadav, Mohit Bansal arXiv_AI arXiv_AI  Text_Classification  Sparse  Knowledge  Pose  Classification  PDF
• 2022-10-18 ARAH: Animatable Volume Rendering of Articulated Human SDFs    Shaofei Wang, Katja Schwarz, Andreas Geiger, Siyu Tang arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  Face  PDF
• 2022-10-18 MotionDeltaCNN: Sparse CNN Inference of Frame Differences in Moving Camera Videos    Mathias Parger, Chengcheng Tang, Christopher D. Twigg, Cem Keskin, Robert Wang, Markus Steinberger arXiv_CV arXiv_CV  Sparse  Pose  CNN  Inference  PDF
• 2022-10-18 Deep Black-Box Reinforcement Learning with Movement Primitives    Fabian Otto, Onur Celik, Hongyi Zhou, Hanna Ziesche, Ngo Anh Vien, Gerhard Neumann arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Sparse  PDF
• 2022-10-18 Object Recognition in Different Lighting Conditions at Various Angles by Deep Learning Method    Imran Khan Mirani, Chen Tianhua, Malak Abid Ali Khan, Syed Muhammad Aamir, Waseef Menhaj arXiv_CV arXiv_CV  Recognition  Sparse  Deep_Learning  Detection  Relation  Object_Detection  CNN  Autonomous  PDF
• 2022-10-18 Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection    Xin Li, Botian Shi, Yuenan Hou, Xingjiao Wu, Tianlong Ma, Yikang Li, Liang He arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Pose  Action  Detection  Object_Detection  Attention  Autonomous  PDF
• 2022-10-18 ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design    Haoran You, Zhanyi Sun, Huihong Shi, Zhongzhi Yu, Yang Zhao, Yongan Zhang, Chaojian Li, Baopu Li, Yingyan Lin arXiv_CV arXiv_CV  Transformer  Sparse  Pose  Attention  Prediction  PDF
• 2022-10-18 RibSeg v2: A Large-scale Benchmark for Rib Labeling and Anatomical Centerline Extraction    Liang Jin, Shixuan Gu, Donglai Wei, Kaiming Kuang, Hanspeter Pfister, Bingbing Ni, Jiancheng Yang, Ming Li arXiv_CV arXiv_CV  Segmentation  Point_Cloud  Sparse  Pose  Action  Deep_Learning  PDF
• 2022-10-18 CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations    Kai Yan, Alexander G. Schwing, Yu-Xiong Wang arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  Autonomous  PDF
• 2022-10-17 Sparse Kronecker Product Decomposition: A General Framework of Signal Region Detection in Image Regression    Sanyou Wu, Long Feng arXiv_CV arXiv_CV  Optimization  Sparse  Pose  Detection  CNN  Prediction  PDF
• 2022-10-17 Teacher Forcing Recovers Reward Functions for Text Generation    Yongchang Hao, Yuxin Liu, Lili Mou arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  Text_Generation  PDF
• 2022-10-16 ResAttUNet: Detecting Marine Debris using an Attention activated Residual UNet    Azhan Mohammed arXiv_CV arXiv_CV  Segmentation  Sparse  Deep_Learning  Detection  Attention  PDF
• 2022-10-16 Scratching Visual Transformer's Back with Uniform Attention    Nam Hyeon-Woo, Kim Yu-Ji, Byeongho Heo, Doonyoon Han, Seong Joon Oh, Tae-Hyun Oh arXiv_AI arXiv_AI  Transformer  Sparse  Action  Attention  CNN  PDF
• 2022-10-16 Bridging the Domain Gap for Multi-Agent Perception    Runsheng Xu, Jinlong Li, Xiaoyu Dong, Hongkai Yu, Jiaqi Ma arXiv_CV arXiv_CV  Transformer  3D  Sparse  Pose  Detection  Object_Detection  PDF
• 2022-10-16 Towards an Interpretable Hierarchical Agent Framework using Semantic Goals    Bharat Prakash, Nicholas Waytowich, Tim Oates, Tinoosh Mohsenin arXiv_RO arXiv_RO  Reinforcement_Learning  Sparse  Action  PDF
• 2022-10-15 TopGen: Topology-Aware Bottom-Up Generator for Variational Quantum Circuits    Jinglei Cheng, Hanrui Wang, Zhiding Liang, Yiyu Shi, Song Han, Xuehai Qian arXiv_CV arXiv_CV  Optimization  Sparse  Pose  VQA  QA  PDF
• 2022-10-15 Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis    Shanshan Wang, Zhen Zeng, Xun Yang, Xingyi Zhang arXiv_AI arXiv_AI  Sparse  Knowledge  Self-Supervised  Pose  PDF
• 2022-10-14 Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty    Luning Sun, Daniel Zhengyu Huang, Hao Sun, Jian-Xun Wang arXiv_AI arXiv_AI  Optimization  Sparse  Pose  PDF
• 2022-10-14 Neural Attentive Circuits    Nasim Rahaman, Martin Weiss, Francesco Locatello, Chris Pal, Yoshua Bengio, Bernhard Schölkopf, Erran Li, Nicolas Ballas arXiv_AI arXiv_AI  Text_Classification  Sparse  Knowledge  Pose  Quantitative  Classification  Inference  PDF
• 2022-10-14 Segmentation-guided Domain Adaptation for Efficient Depth Completion    Fabian Märkert, Martin Sunkel, Anselm Haselhoff, Stefan Rudolph arXiv_CV arXiv_CV  Segmentation  Point_Cloud  Sparse  Knowledge  Pose  PDF
• 2022-10-14 MMTSA: Multimodal Temporal Segment Attention Network for Efficient Human Activity Recognition    Ziqi Gao, Jianguo Chen, Junliang Xing, Shwetak Patel, Yuanchun Shi, Xin Liu, Yuntao Wang arXiv_CV arXiv_CV  Recognition  Sparse  Pose  Attention  Activity  PDF
• 2022-10-14 Deep PatchMatch MVS with Learned Patch Coplanarity, Geometric Consistency and Adaptive Pixel Sampling    Jae Yong Lee, Chuhang Zou, Derek Hoiem arXiv_CV arXiv_CV  3D  Optimization  Sparse  Regularization  Pose  PDF
• 2022-10-14 AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers    Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah, Sebastien Bubeck, Jianfeng Gao arXiv_CL arXiv_CL  Transformer  NAS  Sparse  NMT  PDF
• 2022-10-14 ST-former for short-term passenger flow prediction during COVID-19 in urban rail transit system    Shuxin Zhang, Jinlei Zhang, Lixing Yang, Chengcheng Wang, Ziyou Gao arXiv_AI arXiv_AI  Transformer  Sparse  Pose  Attention  Prediction  PDF
• 2022-10-14 Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction    Tariq M. Khan, Syed S. Naqvi, Antonio Robles-Kelly, Erik Meijering arXiv_CV arXiv_CV  Segmentation  Sparse  Pose  CNN  PDF
• 2022-10-14 Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations    Albert Wilcox, Ashwin Balakrishna, Jules Dedieu, Wyame Benslimane, Daniel Brown, Ken Goldberg arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  PDF
• 2022-10-13 Autoregressive Uncertainty Modeling for 3D Bounding Box Prediction    YuXuan Liu, Nikhil Mishra, Maximilian Sieb, Yide Shentu, Pieter Abbeel, Xi Chen arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Pose  Prediction  PDF
• 2022-10-13 SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds    Pei Sun, Mingxing Tan, Weiyue Wang, Chenxi Liu, Fei Xia, Zhaoqi Leng, Dragomir Anguelov arXiv_CV arXiv_CV  Transformer  Point_Cloud  3D  Sparse  Pose  Detection  Relation  Object_Detection  Attention  Autonomous  PDF
• 2022-10-13 Design and Evaluation of a Generic Visual SLAM Framework for Multi-Camera Systems    Pushyami Kaveti, Arvind Thamilchelvan, Hanumant Singh arXiv_RO arXiv_RO  Sparse  SLAM  PDF
• 2022-10-13 Sparse in Space and Time: Audio-visual Synchronisation with Trainable Selectors    Vladimir Iashin, Weidi Xie, Esa Rahtu, Andrew Zisserman arXiv_CV arXiv_CV  Transformer  Sparse  Pose  Quantitative  PDF
• 2022-10-13 LSG Attention: Extrapolation of pretrained Transformers to long sequences    Charles Condevaux, Sébastien Harispe arXiv_CL arXiv_CL  Transformer  Sparse  Pose  Classification  Attention  Summarization  PDF
• 2022-10-13 RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval    Xing Wu, Chaochen Gao, Zijia Lin, Zhongyuan Wang, Jizhong Han, Songlin Hu arXiv_AI arXiv_AI  Transformer  Sparse  Pose  Contrastive_Learning  Video_Retrieval  PDF
• 2022-10-13 Fast Optimization of Weighted Sparse Decision Trees for use in Optimal Treatment Regimes and Optimal Policy Design    Ali Behrouz, Mathias Lecuyer, Cynthia Rudin, Margo Seltzer arXiv_AI arXiv_AI  Optimization  Sparse  Prediction  PDF
• 2022-10-12 GraspNeRF: Multiview-based 6-DoF Grasp Detection for Transparent and Specular Objects Using Generalizable NeRF    Qiyu Dai, Yan Zhu, Yiran Geng, Ciyu Ruan, Jiazhao Zhang, He Wang arXiv_CV arXiv_CV  Zero-Shot  Optimization  Sparse  Pose  Detection  PDF
• 2022-10-12 Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks    Lang Feng, Qianhui Liu, Huajin Tang, De Ma, Gang Pan arXiv_AI arXiv_AI  Sparse  Pose  PDF
• 2022-10-12 QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking    Tobias Fischer, Jiangmiao Pang, Thomas E. Huang, Linlu Qiu, Haofeng Chen, Trevor Darrell, Fisher Yu arXiv_CV arXiv_CV  Tracking  Sparse  Object_Tracking  Contrastive_Learning  Detection  Object_Detection  Inference  Matching  PDF
• 2022-10-12 Large Models are Parsimonious Learners: Activation Sparsity in Trained Transformers    Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh Rawat, Sashank J. Reddi, Ke Ye, Felix Chern, Felix Yu, Ruiqi Guo, Sanjiv Kumar arXiv_CV arXiv_CV  Transformer  Sparse  Prediction  PDF
• 2022-10-12 Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting    Hongyuan Yu, Ting Li, Weichen Yu, Jianguo Li, Yan Huang, Liang Wang, Alex Liu arXiv_CV arXiv_CV  Embedding  Sparse  Knowledge  Pose  Relation  PDF
• 2022-10-12 Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers    Moritz Einfalt, Katja Ludwig, Rainer Lienhart arXiv_CV arXiv_CV  Transformer  3D  Sparse  Pose_Estimation  Pose  Inference  PDF
• 2022-10-12 M$^3$Video: Masked Motion Modeling for Self-Supervised Video Representation Learning    Xinyu Sun, Peihao Chen, Liangwei Chen, Thomas H. Li, Mingkui Tan, Chuang Gan arXiv_CV arXiv_CV  Transformer  Sparse  Represenation_Learning  Self-Supervised  Action  Optical_Flow  PDF
• 2022-10-12 RING++: Roto-translation Invariant Gram for Global Localization on a Sparse Scan Map    Xuecheng Xu, Sha Lu, Jun Wu, Haojian Lu, Qiuguo Zhu, Yiyi Liao, Rong Xiong, Yue Wang arXiv_CV arXiv_CV  Recognition  Sparse  Knowledge  Pose  SLAM  PDF
• 2022-10-12 Contrastive introspection to rapidly identify invariant steps for success    Chen Sun, Wannan Yang, Benjamin Alsbury-Nealy, Yoshua Bengio, Blake Richards arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Knowledge  Contrastive_Learning  PDF
• 2022-10-11 SaiT: Sparse Vision Transformers through Adaptive Token Pruning    Ling Li, David Thorsley, Joseph Hassoun arXiv_CV arXiv_CV  Transformer  Sparse  Knowledge  Pose  CNN  PDF
• 2022-10-11 Exploration via Elliptical Episodic Bonuses    Mikael Henaff, Roberta Raileanu, Minqi Jiang, Tim Rocktäschel arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Sparse  Pose  PDF
• 2022-10-11 An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification    Ilias Chalkidis, Xiang Dai, Manos Fergadiotis, Prodromos Malakasiotis, Desmond Elliott arXiv_CL arXiv_CL  Transformer  Sparse  Classification  Attention  PDF
• 2022-10-11 Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models    Qihuang Zhong, Liang Ding, Li Shen, Peng Mi, Juhua Liu, Bo Du, Dacheng Tao arXiv_CL arXiv_CL  Optimization  Sparse  Pose  Language_Model  PDF
• 2022-10-11 LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward    Daejin Jo, Sungwoong Kim, Daniel Wontae Nam, Taehwan Kwon, Seungeun Rho, Jongmin Kim, Donghoon Lee arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  PDF
• 2022-10-11 Efficient Deep Unfolding for SISO-OFDM Channel Estimation    Baptiste Chatelier (IRT b-com, INSA Rennes, IETR), Luc Le Magoarou (IRT b-com, INSA Rennes, IETR), Getachew Redieteab (IRT b-com) arXiv_AI arXiv_AI  Unsupervised  Sparse  Knowledge  Pose  PDF
• 2022-10-11 Transformers generalize differently from information stored in context vs in weights    Stephanie C.Y. Chan, Ishita Dasgupta, Junkyung Kim, Dharshan Kumaran, Andrew K. Lampinen, Felix Hill arXiv_AI arXiv_AI  Transformer  Sparse  Inference  PDF
• 2022-10-11 A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models    Yuanxin Liu, Fandong Meng, Zheng Lin, Jiangnan Li, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou arXiv_CL arXiv_CL  Bert  Sparse  Face  Language_Model  PDF
• 2022-10-11 Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach    Peng Mi, Li Shen, Tianhe Ren, Yiyi Zhou, Xiaoshuai Sun, Rongrong Ji, Dacheng Tao arXiv_AI arXiv_AI  Gradient_Descent  Sparse  Pose  PDF
• 2022-10-11 On Explainability in AI-Solutions: A Cross-Domain Survey    Simon Daniel Duque Anton, Daniel Schneider, Hans Dieter Schotten arXiv_AI arXiv_AI  Sparse  Survey  Relation  PDF
• 2022-10-11 DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning    Seungjae Lee, Jigang Kim, Inkyu Jang, H. Jin Kim arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  Action  PDF
• 2022-10-11 Mixture of Attention Heads: Selecting Attention Heads Per Token    Xiaofeng Zhang, Yikang Shen, Zeyu Huang, Jie Zhou, Wenge Rong, Zhang Xiong arXiv_CL arXiv_CL  Transformer  Sparse  Pose  Attention  Language_Model  PDF
• 2022-10-11 X-NeRF: Explicit Neural Radiance Field for Multi-Scene 360$^{circ} $ Insufficient RGB-D Views    Haoyi Zhu, Hao-Shu Fang, Cewu Lu arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Pose  CNN  Inference  PDF
• 2022-10-10 Contrastive Video-Language Learning with Fine-grained Frame Sampling    Zixu Wang, Yujie Zhong, Yishu Miao, Lin Ma, Lucia Specia arXiv_CV arXiv_CV  Sparse  Represenation_Learning  Pose  Language_Model  QA  Video_Retrieval  PDF
• 2022-10-10 Generalized Optimality Guarantees for Solving Continuous Observation POMDPs through Particle Belief MDP Approximation    Michael H. Lim, Tyler J. Becker, Mykel J. Kochenderfer, Claire J. Tomlin, Zachary N. Sunberg arXiv_RO arXiv_RO  Sparse  Pose  PDF
• 2022-10-10 Simulating Coverage Path Planning with Roomba    Robert Chuchro arXiv_RO arXiv_RO  Reinforcement_Learning  Sparse  Pose  Survey  PDF
• 2022-10-10 EVA3D: Compositional 3D Human Generation from 2D Image Collections    Fangzhou Hong, Zhaoxi Chen, Yushi Lan, Liang Pan, Ziwei Liu arXiv_CV arXiv_CV  Super_Resolution  3D  Sparse  Pose  GAN  PDF
• 2022-10-10 Sparse Semantic Map-Based Monocular Localization in Traffic Scenes Using Learned 2D-3D Point-Line Correspondences    Xingyu Chen, Jianru Xue, Shanmin Pang arXiv_CV arXiv_CV  3D  Sparse  Pose  Autonomous  PDF
• 2022-10-09 ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward    Zixian Ma, Rose Wang, Li Fei-Fei, Michael Bernstein, Ranjay Krishna arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Sparse  Self-Supervised  Pose  GAN  PDF
• 2022-10-09 SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters    Shwai He, Liang Ding, Daize Dong, Miao Zhang, Dacheng Tao arXiv_CL arXiv_CL  Sparse  Language_Model  Matching  PDF
• 2022-10-09 CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds    Haiyang Wang, Lihe Ding, Shaocong Dong, Shaoshuai Shi, Aoxue Li, Jianan Li, Zhenguo Li, Liwei Wang arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Sparse  Pose  Face  Detection  Object_Detection  CNN  Prediction  PDF
• 2022-10-08 Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling    Hsin-Ying Lee, Hung-Ting Su, Bing-Chen Tsai, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu arXiv_CV arXiv_CV  Transformer  Sparse  Pose  Relation  Language_Model  QA  PDF
• 2022-10-08 Sparse Teachers Can Be Dense with Knowledge    Yi Yang, Chen Zhang, Dawei Song arXiv_CL arXiv_CL  Sparse  Knowledge  Pose  Language_Model  PDF
• 2022-10-07 Toward an Over-parameterized Direct-Fit Model of Visual Perception    Xin Li arXiv_CV arXiv_CV  Optimization  Sparse  PDF
• 2022-10-07 Breaking BERT: Evaluating and Optimizing Sparsified Attention    Siddhartha Brahma, Polina Zablotskaia, David Mimno arXiv_CL arXiv_CL  Transformer  Bert  Sparse  Attention  PDF
• 2022-10-07 Advice Conformance Verification by Reinforcement Learning agents for Human-in-the-Loop    Mudit Verma, Ayush Kharkwal, Subbarao Kambhampati arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  Action  PDF
• 2022-10-06 Unsupervised confidence for LiDAR depth maps and applications    Andrea Conti, Matteo Poggi, Filippo Aleotti, Stefano Mattoccia arXiv_CV arXiv_CV  Unsupervised  Point_Cloud  3D  Sparse  Pose  Autonomous  PDF
• 2022-10-06 Unmasking the Lottery Ticket Hypothesis: What's Encoded in a Winning Ticket's Mask?    Mansheej Paul, Feng Chen, Brett W. Larsen, Jonathan Frankle, Surya Ganguli, Gintare Karolina Dziugaite arXiv_AI arXiv_AI  Sparse  Action  Deep_Learning  Matching  PDF
• 2022-10-05 Transferring dense object detection models to event-based data    Vincenz Mechler, Pavel Rojtberg arXiv_CV arXiv_CV  Image_Caption  Sparse  Pose  Detection  Object_Detection  PDF
• 2022-10-05 Dual-Domain Cross-Iteration Squeeze-Excitation Network for Sparse Reconstruction of Brain MRI    Xiongchao Chen, Yoshihisa Shinagawa, Zhigang Peng, Gerardo Hermosillo Valadez arXiv_AI arXiv_AI  Reconstruction  Sparse  Pose  Deep_Learning  Prediction  PDF
• 2022-10-05 Spatio-Temporal Learnable Proposals for End-to-End Video Object Detection    Khurram Azeem Hashmi, Didier Stricker, Muhammamd Zeshan Afzal arXiv_CV arXiv_CV  Sparse  Pose  Action  Detection  Object_Detection  Attention  PDF
• 2022-10-05 Visual Backtracking Teleoperation: A Data Collection Protocol for Offline Image-Based Reinforcement Learning    David Brandfonbrener, Stephen Tu, Avi Singh, Stefan Welker, Chad Boodoo, Nikolai Matni, Jake Varley arXiv_RO arXiv_RO  Tracking  Reinforcement_Learning  Sparse  PDF
• 2022-10-05 Informed sampling-based trajectory planner for automated driving in dynamic urban environments    Robin Smit, Chris van der Ploeg, Arjan Teerhuis, Emilia Silvas arXiv_RO arXiv_RO  Sparse  Knowledge  Autonomous  PDF
• 2022-10-05 SHINE-Mapping: Large-Scale 3D Mapping Using Sparse Hierarchical Implicit Neural Representations    Xingguang Zhong, Yue Pan, Jens Behley, Cyrill Stachniss arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Regularization  Autonomous  PDF
• 2022-10-05 Cloud removal Using Atmosphere Model    Yi Guo, Feng Li, Zhuo Wang arXiv_CV arXiv_CV  Sparse  Pose  Quantitative  Deep_Learning  PDF
• 2022-10-04 SIMPLE: A Gradient Estimator for $k$-Subset Sampling    Kareem Ahmed, Zhe Zeng, Mathias Niepert, Guy Van den Broeck arXiv_AI arXiv_AI  Sparse  Regularization  PDF
• 2022-10-04 AdaWAC: Adaptively Weighted Augmentation Consistency Regularization for Volumetric Medical Image Segmentation    Yijun Dong, Yuege Xie, Rachel Ward arXiv_CV arXiv_CV  Segmentation  Unsupervised  Optimization  Sparse  Regularization  Pose  Medical  PDF
• 2022-10-04 ASIF: Coupled Data Turns Unimodal Models to Multimodal Without Training    Antonio Norelli, Marco Fumero, Valentino Maiorca, Luca Moschella, Emanuele Rodolà, Francesco Locatello arXiv_AI arXiv_AI  Zero-Shot  Sparse  PDF
• 2022-10-04 Handling Sparse Rewards in Reinforcement Learning Using Model Predictive Control    Murad Dawood, Nils Dengler, Jorge de Heuvel, Maren Bennewitz arXiv_RO arXiv_RO  Reinforcement_Learning  Sparse  Pose  PDF
• 2022-10-04 Long-Term Localization using Semantic Cues in Floor Plan Maps    Nicky Zimmerman, Tiziano Guadagnino, Xieyuanli Chen, Jens Behley, Cyrill Stachniss arXiv_RO arXiv_RO  Sparse  Pose  Detection  Object_Detection  Autonomous  PDF
• 2022-10-04 Non-learning Stereo-aided Depth Completion under Mis-projection via Selective Stereo Matching    Yasuhiro Yao, Ryoichi Ishikawa, Shingo Ando, Kana Kurata, Naoki Ito, Jun Shimamura, Takeshi Oishi arXiv_CV arXiv_CV  Sparse  Pose  Detection  Matching  PDF
• 2022-10-04 Accurate Image Restoration with Attention Retractable Transformer    Jiale Zhang, Yulun Zhang, Jinjin Gu, Yongbing Zhang, Linghe Kong, Xin Yuan arXiv_CV arXiv_CV  Transformer  Super_Resolution  Restoration  Sparse  Pose  Action  Quantitative  Denoising  Attention  CNN  PDF
• 2022-10-04 A Study on the Efficiency and Generalization of Light Hybrid Retrievers    Man Luo, Shashank Jain, Anchit Gupta, Arash Einolghozati, Barlas Oguz, Debojeet Chatterjee, Xilun Chen, Chitta Baral, Peyman Heidari arXiv_CL arXiv_CL  Sparse  Knowledge  Adversarial  Contrastive_Learning  PDF
• 2022-10-04 ImmFusion: Robust mmWave-RGB Fusion for 3D Human Body Reconstruction in All Weather Conditions    Anjun Chen, Xiangyu Wang, Kun Shi, Shaohao Zhu, Yingfeng Chen, Bin Fang, Jiming Chen, Yuchi Huo, Qi Ye arXiv_CV arXiv_CV  Transformer  Reconstruction  3D  Sparse  Action  PDF
• 2022-10-03 Event-based Temporally Dense Optical Flow Estimation with Sequential Neural Networks    Wachirawit Ponghiran, Chamika Mihiranga Liyanagedera, Kaushik Roy arXiv_CV arXiv_CV  Sparse  RNN  Memory_Networks  Pose  Relation  Optical_Flow  Prediction  PDF
• 2022-10-03 Interpretable Option Discovery using Deep Q-Learning and Variational Autoencoders    Per-Arne Andersen, Ole-Christoffer Granmo, Morten Goodwin arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Regularization  Action  Autonomous  PDF
• 2022-10-03 SPARC: Sparse Render-and-Compare for CAD model alignment in a single RGB image    Florian Langer, Gwangbin Bae, Ignas Budvytis, Roberto Cipolla arXiv_CV arXiv_CV  Transformer  3D  Sparse  Pose  Face  Prediction  PDF
• 2022-10-03 How Relevant is Selective Memory Population in Lifelong Language Learning?    Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens arXiv_AI arXiv_AI  Text_Classification  Sparse  Classification  PDF
• 2022-10-03 Some pointwise and decidable properties of non-uniform cellular automata    Xuan Kien Phung arXiv_CL arXiv_CL  Sparse  PDF
• 2022-10-02 Exploiting More Information in Sparse Point Cloud for 3D Single Object Tracking    Yubo Cui, Jiayao Shan, Zuoxu Gu, Zhiheng Li, Zheng Fang arXiv_CV arXiv_CV  Transformer  Tracking  Point_Cloud  3D  Sparse  Object_Tracking  Pose  Attention  Prediction  PDF
• 2022-10-02 GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation    Min Seok Lee, Seok Woo Yang, Sung Won Han arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Weakly_Supervised  Sparse  Pose  Attention  PDF
• 2022-10-01 Optimized Decoders for Mixed-Order Ambisonics    Aaron Heller (1), Eric Benjamin (2), Fernando Lopez-Lezcano (3) ((1) Artificial Intelligence Center, SRI International, (2) Surround Research, (3) Center for Computer Research in Music and Acoustics (CCRMA), Stanford University) arXiv_SD arXiv_SD  Sparse  Review  PDF
• 2022-10-01 Bayesian Q-learning With Imperfect Expert Demonstrations    Fengdi Che, Xiru Zhu, Doina Precup, David Meger, Gregory Dudek arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  PDF
• 2022-09-30 Improving Policy Learning via Language Dynamics Distillation    Victor Zhong, Jesse Mu, Luke Zettlemoyer, Edward Grefenstette, Tim Rocktäschel arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Knowledge  Pose  Action  PDF
• 2022-09-30 Calibrating Sequence likelihood Improves Conditional Language Generation    Yao Zhao, Misha Khalman, Rishabh Joshi, Shashi Narayan, Mohammad Saleh, Peter J. Liu arXiv_CL arXiv_CL  Sparse  Summarization  Text_Generation  Inference  Language_Model  PDF
• 2022-09-30 DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior    Tomas Chobola, Anton Theileis, Jan Taucher, Tingying Peng arXiv_CV arXiv_CV  Transformer  Reconstruction  Embedding  Sparse  Regularization  Self-Supervised  Pose  Action  Quantitative  Deep_Learning  CNN  PDF
• 2022-09-30 Minimalistic Unsupervised Learning with the Sparse Manifold Transform    Yubei Chen, Zeyu Yun, Yi Ma, Bruno Olshausen, Yann LeCun arXiv_CV arXiv_CV  Embedding  Unsupervised  Sparse  Self-Supervised  Pose  PDF
• 2022-09-30 Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition    Chendong Zhao, Jianzong Wang, Wen qi Wei, Xiaoyang Qu, Haoqian Wang, Jing Xiao arXiv_AI arXiv_AI  Transformer  Recognition  Sparse  Regularization  Speech  Attention  Speech_Recognition  PDF
• 2022-09-29 Dilated Neighborhood Attention Transformer    Ali Hassani, Humphrey Shi arXiv_AI arXiv_AI  Transformer  Segmentation  Semantic_Segmentation  Sparse  Deep_Learning  Detection  Object_Detection  Attention  CNN  PDF
• 2022-09-29 DirectTracker: 3D Multi-Object Tracking Using Direct Image Alignment and Photometric Bundle Adjustment    Mariia Gladkova, Nikita Korobov, Nikolaus Demmel, Aljoša Ošep, Laura Leal-Taixé, Daniel Cremers arXiv_CV arXiv_CV  Tracking  3D  Optimization  Sparse  Object_Tracking  Pose  SLAM  Detection  Object_Detection  PDF
• 2022-09-29 Continuous PDE Dynamics Forecasting with Implicit Neural Representations    Yuan Yin, Matthieu Kirchmeyer, Jean-Yves Franceschi, Alain Rakotomamonjy, Patrick Gallinari arXiv_AI arXiv_AI  Embedding  Sparse  Prediction  PDF
• 2022-09-29 Spikformer: When Spiking Neural Network Meets Transformer    Zhaokun Zhou, Yuesheng Zhu, Chao He, Yaowei Wang, Shuicheng Yan, Yonghong Tian, Li Yuan arXiv_CV arXiv_CV  Transformer  Sparse  Pose  Classification  Deep_Learning  Attention  Image_Classification  PDF
• 2022-09-29 NAF: Neural Attenuation Fields for Sparse-View CBCT Reconstruction    Ruyi Zha, Yanhao Zhang, Hongdong Li arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Self-Supervised  Pose  GAN  PDF
• 2022-09-29 NVRadarNet: Real-Time Radar Obstacle and Free Space Detection for Autonomous Driving    Alexander Popov, Patrik Gebhardt, Ke Chen, Ryan Oldja, Heeseok Lee, Shane Murray, Ruchi Bhargava, Nikolai Smolyanskiy arXiv_CV arXiv_CV  Sparse  Detection  Autonomous  PDF
• 2022-09-28 Learning to Explain Graph Neural Networks    Giuseppe Serra, Mathias Niepert arXiv_AI arXiv_AI  Sparse  Pose  Classification  Prediction  PDF
• 2022-09-28 Less is More: Rethinking Few-Shot Learning and Recurrent Neural Nets    Deborah Pereg, Martin Villiger, Brett Bouma, Polina Golland arXiv_CV arXiv_CV  Sparse  RNN  Pose  Few-Shot  Prediction  PDF
• 2022-09-28 Online Subset Selection using $alpha$-Core with no Augmented Regret    Sourav Sahoo, Samrat Mukhopadhyay, Abhishek Sinha arXiv_AI arXiv_AI  Sparse  Pose  PDF
• 2022-09-28 Spatial Pruned Sparse Convolution for Efficient 3D Object Detection    Jianhui Liu, Yukang Chen, Xiaoqing Ye, Zhuotao Tian, Xiao Tan, Xiaojuan Qi arXiv_CV arXiv_CV  3D  Sparse  Pose  Detection  Object_Detection  PDF
• 2022-09-28 Cyclegan Network for Sheet Metal Welding Drawing Translation    Zhiwei Song, Hui Yao, Dan Tian, Gaohui Zhan arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Sparse  Adversarial  Pose  GAN  PDF
• 2022-09-28 City-scale Incremental Neural Mapping with Three-layer Sampling and Panoptic Representation    Yongliang Shi, Runyi Yang, Pengfei Li, Zirui Wu, Hao Zhao, Guyue Zhou arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Pose  Face  Quantitative  Attention  PDF
• 2022-09-28 Keyword Extraction from Short Texts with~a~Text-To-Text Transfer Transformer    Piotr Pęzik, Agnieszka Mikołajczyk-Bareła, Adam Wawrzyński, Bartłomiej Nitoń, Maciej Ogrodniczuk arXiv_CL arXiv_CL  Transformer  Bert  Sparse  Action  Language_Model  PDF
• 2022-09-28 Attention Spiking Neural Networks    Man Yao, Guangshe Zhao, Hengyu Zhang, Yifan Hu, Lei Deng, Yonghong Tian, Bo Xu, Guoqi Li arXiv_CV arXiv_CV  Recognition  Sparse  Gesture  Knowledge  Pose  Action_Recognition  Action  Classification  Attention  Activity  Image_Classification  PDF
• 2022-09-28 Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-Attention    Xiangcheng Liu, Tianyi Wu, Guodong Guo arXiv_CV arXiv_CV  Transformer  Sparse  Pose  Attention  Inference  Prediction  PDF
• 2022-09-27 Scalable and Equivariant Spherical CNNs by Discrete-Continuous Convolutions    Jeremy Ocampo, Matthew A. Price, Jason D. McEwen arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Sparse  CNN  Prediction  PDF
• 2022-09-27 CrossDTR: Cross-view and Depth-guided Transformers for 3D Object Detection    Ching-Yu Tseng, Yi-Rong Chen, Hsin-Ying Lee, Tsung-Han Wu, Wen-Chin Chen, Winston Hsu arXiv_CV arXiv_CV  Transformer  Embedding  3D  Sparse  Pose  Detection  Object_Detection  Autonomous  Prediction  PDF
• 2022-09-27 Neural Network Panning: Screening the Optimal Sparse Network Before Training    Xiatao Kang, Ping Li, Jiayi Yao, Chengxi Li arXiv_CV arXiv_CV  Reinforcement_Learning  Sparse  Pose  PDF
• 2022-09-27 EditEval: An Instruction-Based Benchmark for Text Improvements    Jane Dwivedi-Yu, Timo Schick, Zhengbao Jiang, Maria Lomeli, Patrick Lewis, Gautier Izacard, Edouard Grave, Sebastian Riedel, Fabio Petroni arXiv_CL arXiv_CL  Optimization  Sparse  Text_Generation  PDF
• 2022-09-27 RIGA: Rotation-Invariant and Globally-Aware Descriptors for Point Cloud Registration    Hao Yu, Ji Hou, Zheng Qin, Mahdi Saleh, Ivan Shugurov, Kai Wang, Benjamin Busam, Slobodan Ilic arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Matching  PDF
• 2022-09-27 Towards Multimodal Multitask Scene Understanding Models for Indoor Mobile Agents    Yao-Hung Hubert Tsai, Hanlin Goh, Ali Farhadi, Jian Zhang arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Recognition  Point_Cloud  3D  Sparse  Pose_Estimation  Pose  Detection  Relation  Object_Detection  Autonomous  Prediction  PDF
• 2022-09-27 Simultaneous Acquisition of High Quality RGB Image and Polarization Information using a Sparse Polarization Sensor    Teppei Kurita, Yuhi Kondo, Legong Sun, Yusuke Moriuchi arXiv_CV arXiv_CV  Sparse  Pose  PDF
• 2022-09-26 Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments    Desik Rengarajan, Sapana Chaudhary, Jaewon Kim, Dileep Kalathil, Srinivas Shakkottai arXiv_RO arXiv_RO  Reinforcement_Learning  Sparse  PDF
• 2022-09-26 Habitat classification from satellite observations with sparse annotations    Mikko Impiö, Pekka Härmä, Anna Tammilehto, Saku Anttila, Jenni Raitoharju arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Sparse  Pose  Survey  Classification  PDF
• 2022-09-26 Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps    Yue Hu, Shaoheng Fang, Zixing Lei, Yiqi Zhong, Siheng Chen arXiv_CV arXiv_CV  3D  Sparse  Pose  Detection  Object_Detection  Drone  PDF
• 2022-09-26 Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning    Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet arXiv_CL arXiv_CL  Text_Classification  Sparse  Represenation_Learning  Pose  Classification  Deep_Learning  Prediction  PDF
• 2022-09-26 Baking in the Feature: Accelerating Volumetric Segmentation by Rendering Feature Maps    Kenneth Blomqvist, Lionel Ott, Jen Jen Chung, Roland Siegwart arXiv_CV arXiv_CV  Segmentation  3D  Sparse  Pose  Classification  PDF
• 2022-09-26 Multiscale Latent-Guided Entropy Model for LiDAR Point Cloud Compression    Tingyu Fan, Linyao Gao, Yiling Xu, Dong Wang, Zhu Li arXiv_CV arXiv_CV  Point_Cloud  Sparse  Pose  Action  Relation  PDF
• 2022-09-26 Delayed Geometric Discounts: An Alternative Criterion for Reinforcement Learning    Firas Jarboui, Ahmed Akakzia arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Adversarial  Pose  Autonomous  PDF
• 2022-09-25 Temporally Extended Successor Representations    Matthew J. Sargent, Peter J. Bentley, Caswell Barry, William de Cothi arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Action  PDF
• 2022-09-25 ECO-TR: Efficient Correspondences Finding Via Coarse-to-Fine Refinement    Dongli Tan, Jiang-Jiang Liu, Xingyu Chen, Chao Chen, Ruixin Zhang, Yunhang Shen, Shouhong Ding, Rongrong Ji arXiv_CV arXiv_CV  Transformer  Sparse  Pose  Action  Detection  Prediction  Matching  PDF
• 2022-09-23 M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations    Walid Shalaby, Sejoon Oh, Amir Afsharinejad, Srijan Kumar, Xiquan Cui arXiv_AI arXiv_AI  Transformer  Embedding  Sparse  Pose  Inference  Recommendation  PDF
• 2022-09-23 Multi-Agent Exploration of an Unknown Sparse Landmark Complex via Deep Reinforcement Learning    Xiatao Sun, Yuwei Wu, Subhrajit Bhattacharya, Vijay Kumar arXiv_RO arXiv_RO  Reinforcement_Learning  Sparse  Pose  Action  Autonomous  PDF
• 2022-09-22 UNav: An Infrastructure-Independent Vision-Based Navigation System for People with Blindness and Low vision    Anbang Yang, Mahya Beheshti, Todd E Hudson, Rajesh Vedanthan, Wachara Riewpaiboon, Pattanasak Mongkolwat, Chen Feng, John-Ross Rizzo arXiv_CV arXiv_CV  Recognition  3D  Sparse  Knowledge  Pose  Face  PDF
• 2022-09-22 Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training    Geng Yuan, Yanyu Li, Sheng Li, Zhenglun Kong, Sergey Tulyakov, Xulong Tang, Yanzhi Wang, Jian Ren arXiv_AI arXiv_AI  Sparse  Pose  Deep_Learning  PDF
• 2022-09-22 SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning    Eunkyu Oh, Taehun Kim, Minsoo Kim, Yunhu Ji, Sushil Khyalia arXiv_AI arXiv_AI  Sparse  Pose  Contrastive_Learning  Face  Action  Attention  Recommendation  PDF
• 2022-09-22 FusionRCNN: LiDAR-Camera Fusion for Two-stage 3D Object Detection    Xinli Xu, Shaocong Dong, Lihe Ding, Jie Wang, Tingfa Xu, Jianan Li arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Pose  Action  Detection  Object_Detection  Attention  Autonomous  PDF
• 2022-09-21 Gemino: Practical and Robust Neural Compression for Video Conferencing    Vibhaalakshmi Sivaraman, Pantea Karimi, Vedantha Venkatapathy, Mehrdad Khani, Sadjad Fouladi, Mohammad Alizadeh, Frédo Durand, Vivienne Sze arXiv_CV arXiv_CV  Reconstruction  Facial_Landmark  Super_Resolution  Sparse  Pose  PDF
• 2022-09-21 IoU-Enhanced Attention for End-to-End Task Specific Object Detection    Jing Zhao, Shengjian Wu, Li Sun, Qingli Li arXiv_CV arXiv_CV  Sparse  Pose  Classification  Detection  Relation  Object_Detection  Attention  PDF
• 2022-09-20 Towards 3D VR-Sketch to 3D Shape Retrieval    Ling Luo, Yulia Gryaditskaya, Yongxin Yang, Tao Xiang, Yi-Zhe Song arXiv_CV arXiv_CV  3D  Sparse  Sketch  Pose  Face  PDF
• 2022-09-20 Fine-Grained VR Sketching: Dataset and Insights    Ling Luo, Yulia Gryaditskaya, Yongxin Yang, Tao Xiang, Yi-Zhe Song arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Sketch  PDF
• 2022-09-20 Learning Sparse Latent Representations for Generator Model    Hanao Li, Tian Han arXiv_CV arXiv_CV  Unsupervised  Sparse  Regularization  Classification  Denoising  Inference  PDF
• 2022-09-20 wildNeRF: Complete view synthesis of in-the-wild dynamic scenes captured using sparse monocular data    Shuja Khalid, Frank Rudzicz arXiv_CV arXiv_CV  Sparse  Self-Supervised  Action  Quantitative  PDF
• 2022-09-20 SparCL: Sparse Continual Learning on the Edge    Zifeng Wang, Zheng Zhan, Yifan Gong, Geng Yuan, Wei Niu, Tong Jian, Bin Ren, Stratis Ioannidis, Yanzhi Wang, Jennifer Dy arXiv_AI arXiv_AI  Sparse  Pose  PDF
• 2022-09-20 Distributed Information-based Source Seeking    Tianpeng Zhang (1), Victor Qin (1), Yujie Tang (1), Na Li (1) ((1) Harvard University) arXiv_RO arXiv_RO  Sparse  Action  PDF
• 2022-09-20 QuestSim: Human Motion Tracking from Sparse Sensors with Simulated Avatars    Alexander Winkler, Jungdam Won, Yuting Ye arXiv_CV arXiv_CV  Tracking  Reinforcement_Learning  Sparse  PDF
• 2022-09-19 TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization    Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo Seltzer arXiv_AI arXiv_AI  Bert  Sparse  Knowledge  PDF
• 2022-09-19 Active Predicting Coding: Brain-Inspired Reinforcement Learning for Sparse Reward Robotic Control Problems    Alexander Ororbia, Ankur Mali arXiv_RO arXiv_RO  Reinforcement_Learning  Sparse  Pose  Face  Inference  PDF
• 2022-09-19 NeuralMarker: A Framework for Learning General Marker Correspondence    Zhaoyang Huang, Xiaokun Pan, Weihong Pan, Weikang Bian, Yan Xu, Ka Chun Cheung, Guofeng Zhang, Hongsheng Li arXiv_CV arXiv_CV  Sparse  Pose  Matching  PDF
• 2022-09-19 A Novel Framework based on Unknown Estimation via Principal Sub-space for Universal Domain Adaption    Yifan Wang, Lin Zhang, Ran Song, Lin Ma, Wei Zhang arXiv_CV arXiv_CV  Embedding  Unsupervised  Sparse  Knowledge  Pose  Classification  Detection  Prediction  PDF
• 2022-09-19 Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning    Mingqi Yuan, Bo Li, Xin Jin, Wenjun Zeng arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Represenation_Learning  Pose  Prediction  PDF
• 2022-09-19 Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs    Saurav Manchanda arXiv_AI arXiv_AI  Embedding  Sparse  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Relation  PDF
• 2022-09-18 ActiveNeRF: Learning where to See with Uncertainty Estimation    Xuran Pan, Zihang Lai, Shiji Song, Gao Huang arXiv_CV arXiv_CV  3D  Sparse  Pose  PDF
• 2022-09-18 Distributed Semi-supervised Fuzzy Regression with Interpolation Consistency Regularization    Ye Shi, Leijie Zhang, Zehong Cao, M. Tanveer, Chin-Teng Lin arXiv_AI arXiv_AI  Sparse  Regularization  Pose  PDF
• 2022-09-18 Active Metric-Semantic Mapping by Multiple Aerial Robots    Xu Liu, Ankit Prabhu, Fernando Cladera, Ian D. Miller, Lifeng Zhou, Camillo J. Taylor, Vijay Kumar arXiv_RO arXiv_RO  Sparse  Pose  Action  Classification  PDF
• 2022-09-18 Estimating and Explaining Model Performance When Both Covariates and Labels Shift    Lingjiao Chen, Matei Zaharia, James Zou arXiv_AI arXiv_AI  Sparse  Pose  PDF
• 2022-09-17 Heterogeneous Bayesian Decentralized Data Fusion: An Empirical Study    Ofer Dagan, Tycho L. Cinquini, Nisar R. Ahmed arXiv_RO arXiv_RO  Tracking  Sparse  Inference  PDF
• 2022-09-17 Parameter-Efficient Conformers via Sharing Sparsely-Gated Experts for End-to-End Speech Recognition    Ye Bai, Jie Li, Wenjing Han, Hao Ni, Kaituo Xu, Zhuo Zhang, Cheng Yi, Xiaorui Wang arXiv_CL arXiv_CL  Transformer  Recognition  Sparse  Knowledge  Speech  Pose  Speech_Recognition  Inference  PDF
• 2022-09-17 CARNet:Compression Artifact Reduction for Point Cloud Attribute    Dandan Ding, Junzhe Zhang, Jianqiang Wang, Zhan Ma arXiv_CV arXiv_CV  Reconstruction  Embedding  Point_Cloud  Sparse  Pose  PDF
• 2022-09-16 Exploring the Whole Rashomon Set of Sparse Decision Trees    Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo Seltzer, Cynthia Rudin arXiv_AI arXiv_AI  Sparse  Pose  Action  PDF
• 2022-09-16 DS-K3DOM: 3-D Dynamic Occupancy Mapping with Kernel Inference and Dempster-Shafer Evidential Theory    Juyeop Han, Youngjae Min, Hyeok-Joo Chae, Byeong-Min Jeong, Han-Lim Choi arXiv_RO arXiv_RO  3D  Sparse  Pose  Autonomous  Inference  PDF
• 2022-09-15 Incremental cycle bases for cycle-based pose graph optimization    Brendon Forsgren, Kevin Brink, Prashant Ganesh, Timothy McLain arXiv_RO arXiv_RO  Optimization  Sparse  Pose  PDF
• 2022-09-15 Training Recipe for N:M Structured Sparsity with Decaying Pruning Mask    Sheng-Chun Kao, Amir Yazdanbakhsh, Suvinay Subramanian, Shivani Agrawal, Utku Evci, Tushar Krishna arXiv_AI arXiv_AI  Transformer  Sparse  Pose  Attention  PDF
• 2022-09-15 Robust Implementation of Foreground Extraction and Vessel Segmentation for X-ray Coronary Angiography Image Sequence    Zeyu Fu, Zhuang Fu, Chenzhuo Lv, Jun Yan arXiv_CV arXiv_CV  Segmentation  Enhancement  Sparse  Pose  Action  Quantitative  PDF
• 2022-09-15 Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation    Gengxin Liu, Oliver van Kaick, Hui Huang, Ruizhen Hu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Weakly_Supervised  Sparse  Action  PDF
• 2022-09-15 Sparsity Inducing Representations for Policy Decompositions    Ashwin Khadke, Hartmut Geyer arXiv_RO arXiv_RO  Reinforcement_Learning  Optimization  Sparse  Pose  PDF
• 2022-09-14 Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability    Dongmin Hyun, Chanyoung Park, Junsu Cho, Hwanjo Yu arXiv_AI arXiv_AI  Sparse  Pose  Recommendation  PDF
• 2022-09-13 M^2-3DLaneNet: Multi-Modal 3D Lane Detection    Yueru Luo, Xu Yan, Chaoda Zheng, Chao Zheng, Shuqi Mei, Tang Kun, Shuguang Cui, Zhen Li arXiv_CV arXiv_CV  3D  Sparse  Pose  Detection  Attention  PDF
• 2022-09-13 Learning ASR pathways: A sparse multilingual ASR model    Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, John H. L. Hansen, Ozlem Kalinli arXiv_CL arXiv_CL  Recognition  Sparse  RNN  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2022-09-12 Robust Category-Level 6D Pose Estimation with Coarse-to-Fine Rendering of Neural Features    Wufei Ma, Angtian Wang, Alan Yuille, Adam Kortylewski arXiv_CV arXiv_CV  3D  Optimization  Sparse  Pose_Estimation  Pose  Contrastive_Learning  PDF
• 2022-09-12 Self-supervised Sequential Information Bottleneck for Robust Exploration in Deep Reinforcement Learning    Bang You, Jingming Xie, Youping Chen, Jan Peters, Oleg Arenz arXiv_RO arXiv_RO  Reinforcement_Learning  Optimization  Sparse  Self-Supervised  Action  PDF
• 2022-09-12 StructNeRF: Neural Radiance Fields for Indoor Scenes with Structural Hints    Zheng Chen, Chen Wang, Yuan-Chen Guo, Song-Hai Zhang arXiv_CV arXiv_CV  3D  Sparse  Self-Supervised  Pose  Quantitative  PDF
• 2022-09-12 TrackletMapper: Ground Surface Segmentation and Mapping from Traffic Participant Trajectories    Jannik Zürn, Sebastian Weber, Wolfram Burgard arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Sparse  Pose  Face  Quantitative  Autonomous  PDF
• 2022-09-12 mmBody Benchmark: 3D Body Reconstruction Dataset and Analysis for Millimeter Wave Radar    Anjun Chen, Xiangyu Wang, Shaohao Zhu, Yanxu Li, Jiming Chen, Qi Ye arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Sparse  PDF
• 2022-09-12 Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography    Qing Wu, Ruimin Feng, Hongjiang Wei, Jingyi Yu, Yuyao Zhang arXiv_CV arXiv_CV  Reconstruction  Sparse  Self-Supervised  Pose  Quantitative  Deep_Learning  Relation  PDF
• 2022-09-12 CU-Net: Efficient Point Cloud Color Upsampling Network    Lingdong Wang, Mohammad Hajiesmaili, Jacob Chakareski, Ramesh K. Sitaraman arXiv_CV arXiv_CV  Point_Cloud  Sparse  Pose  Prediction  PDF
• 2022-09-10 Adversarial Learning-based Stance Classifier for COVID-19-related Health Policies    eng Xie, Zhong Zhang, Xuechen Zhao, Jiaying Zou, Bin Zhou, Yusong Tan arXiv_CL arXiv_CL  Zero-Shot  Sparse  Knowledge  Adversarial  Pose  Detection  PDF
• 2022-09-10 Self-supervised Human Mesh Recovery with Cross-Representation Alignment    Xuan Gong, Meng Zheng, Benjamin Planche, Srikrishna Karanam, Terrence Chen, David Doermann, Ziyan Wu arXiv_CV arXiv_CV  Segmentation  3D  Sparse  Self-Supervised  Pose  PDF
• 2022-09-09 GRASP-Net: Geometric Residual Analysis and Synthesis for Point Cloud Compression    Jiahao Pang, Muhammad Asad Lodhi, Dong Tian arXiv_CV arXiv_CV  Reconstruction  Enhancement  Point_Cloud  3D  Sparse  Pose  Face  Deep_Learning  Relation  CNN  PDF
• 2022-09-09 Safe and Smooth: Certified Continuous-Time Range-Only Localization    Frederike Dümbgen, Connor Holmes, Timothy D. Barfoot arXiv_RO arXiv_RO  Optimization  Sparse  Pose  PDF
• 2022-09-09 MassMIND: Massachusetts Maritime INfrared Dataset    Shailesh Nirgudkar, Michael DeFilippo, Michael Sacarny, Michael Benjamin, Paul Robinette arXiv_RO arXiv_RO  Surveillance  Segmentation  Sparse  Face  Deep_Learning  Autonomous  PDF
• 2022-09-08 Multilingual Transformer Language Model for Speech Recognition in Low-resource Languages    Li Miao, Jian Wu, Piyush Behre, Shuangyu Chang, Sarangarajan Parthasarathy arXiv_CL arXiv_CL  Transformer  Recognition  Sparse  Speech  Speech_Recognition  Language_Model  PDF
• 2022-09-08 Learning Sparse Graphon Mean Field Games    Christian Fabian, Kai Cui, Heinz Koeppl arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Action  PDF
• 2022-09-08 Simpler is better: Multilevel Abstraction with Graph Convolutional Recurrent Neural Network Cells for Traffic Prediction    Naghmeh Shafiee Roudbari, Zachary Patterson, Ursula Eicker, Charalambos Poullis arXiv_CV arXiv_CV  Sparse  RNN  Pose  Action  Relation  CNN  Prediction  PDF
• 2022-09-07 The Role Of Biology In Deep Learning    Robert Bain arXiv_AI arXiv_AI  Sparse  Deep_Learning  CNN  PDF
• 2022-09-07 K-VIL: Keypoints-based Visual Imitation Learning    Jianfeng Gao, Zhi Tao, Noémie Jaquier, Tamim Asfour arXiv_RO arXiv_RO  Sparse  Pose  Few-Shot  PDF
• 2022-09-07 Real-to-Sim: Deep Learning with Auto-Tuning to Predict Residual Errors using Sparse Data    Alexander Schperberg, Yusuke Tanaka, Feng Xu, Marcel Menner, Dennis Hong arXiv_RO arXiv_RO  Reinforcement_Learning  Optimization  Sparse  Deep_Learning  PDF
• 2022-09-07 Improving the Cross-Lingual Generalisation in Visual Question Answering    Farhad Nooralahzadeh, Rico Sennrich arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Sparse  Pose  VQA  Language_Model  QA  PDF
• 2022-09-05 A New Approach to Training Multiple Cooperative Agents for Autonomous Driving    Ruiyang Yang, Siheng Li, Beihong Jin arXiv_AI arXiv_AI  Sparse  Adversarial  Pose  Autonomous  PDF
• 2022-09-05 Class-Incremental Learning via Knowledge Amalgamation    Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan San arXiv_AI arXiv_AI  Sparse  Knowledge  Pose  Deep_Learning  PDF
• 2022-09-05 MO2: Model-Based Offline Options    Sasha Salter, Markus Wulfmeier, Dhruva Tirumala, Nicolas Heess, Martin Riedmiller, Raia Hadsell, Dushyant Rao arXiv_RO arXiv_RO  Sparse  Action  PDF
• 2022-09-05 SEFormer: Structure Embedding Transformer for 3D Object Detection    Xiaoyu Feng, Heming Du, Yueqi Duan, Yongpan Liu, Hehe Fan arXiv_CV arXiv_CV  Transformer  Embedding  Point_Cloud  3D  Sparse  Pose  Detection  Object_Detection  Attention  Autonomous  PDF
• 2022-09-04 Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography    Thomas Z. Li, Kaiwen Xu, Riqiang Gao, Yucheng Tang, Thomas A. Lasko, Fabien Maldonado, Kim Sandler, Bennett A. Landman arXiv_CV arXiv_CV  Transformer  Embedding  Sparse  Pose  Classification  Attention  Medical  PDF
• 2022-09-04 A Review of Sparse Expert Models in Deep Learning    William Fedus, Jeff Dean, Barret Zoph arXiv_CL arXiv_CL  Transformer  Recognition  Sparse  Review  Speech  Deep_Learning  Speech_Recognition  PDF
• 2022-09-04 CloudVision: DNN-based Visual Localization of Autonomous Robots using Prebuilt LiDAR Point Cloud    Evgeny Yudin, Pavel Karpyshev, Mikhail Kurenkov, Alena Savinykh, Andrei Potapov, Evgeny Kruzhkov, Dzmitry Tsetserukou arXiv_RO arXiv_RO  Point_Cloud  3D  Optimization  Sparse  Pose  SLAM  Autonomous  PDF
• 2022-09-04 Pseudo-LiDAR for Visual Odometry    Huiying Deng, Guangming Wang, Zhiheng Feng, Chaokang Jiang, Xinrui Wu, Yanzi Miao, Hesheng Wang arXiv_RO arXiv_RO  Image_Caption  Point_Cloud  3D  Sparse  Knowledge  Pose  Matching  PDF
• 2022-09-04 Recurrent Bilinear Optimization for Binary Neural Networks    Sheng Xu, Yanjing Li, Tiancheng Wang, Teli Ma, Baochang Zhang, Peng Gao, Yu Qiao, Jinhu Lv, Guodong Guo arXiv_CV arXiv_CV  Optimization  Sparse  Pose  Detection  Relation  Object_Detection  PDF
• 2022-09-02 CLONeR: Camera-Lidar Fusion for Occupancy Grid-aided Neural Representations    Alexandra Carlson, Manikandasriram Srinivasan Ramanagopal, Nathan Tseng, Matthew Johnson-Roberson, Ram Vasudevan, Katherine A. Skinner arXiv_CV arXiv_CV  3D  Sparse  Pose  Quantitative  Prediction  PDF
• 2022-09-02 Extend and Explain: Interpreting Very Long Language Models    Joel Stremmel, Brian L. Hill, Jeffrey Hertzberg, Jaime Murillo, Llewelyn Allotey, Eran Halperin arXiv_CL arXiv_CL  Transformer  Sparse  Review  Pose  Action  Attention  Medical  Language_Model  Prediction  PDF
• 2022-09-02 GReS: Graphical Cross-domain Recommendation for Supply Chain Platform    Zhiwen Jing, Ziliang Zhao, Yang Feng, Xiaochen Ma, Nan Wu, Shengqiao Kang, Cheng Yang, Yujia Zhang, Hao Guo arXiv_AI arXiv_AI  Bert  Sparse  Pose  Recommendation  PDF
• 2022-09-02 Real-time 3D Single Object Tracking with Transformer    Jiayao Shan, Sifan Zhou, Yubo Cui, Zheng Fang arXiv_CV arXiv_CV  Transformer  Tracking  Point_Cloud  3D  Sparse  Object_Tracking  Pose  Action  Attention  Autonomous  PDF
• 2022-09-01 Implicit and Efficient Point Cloud Completion for 3D Single Object Tracking    Pan Wang, Liangliang Ren, Shengkai Wu, Jinrong Yang, En Yu, Hangcheng Yu, Xiaoping Li arXiv_CV arXiv_CV  Tracking  Point_Cloud  3D  Sparse  Object_Tracking  Knowledge  Pose  Attention  Prediction  Matching  PDF
• 2022-09-01 SemSegDepth: A Combined Model for Semantic Segmentation and Depth Completion    Juan Pablo Lagos, Esa Rahtu arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Sparse  Pose  Autonomous  PDF
• 2022-09-01 Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases    Gizem Aydin, Seyed Amin Tabatabaei, Giorgios Tsatsaronis, Faegheh Hasibi arXiv_CL arXiv_CL  Transformer  Tracking  Zero-Shot  Sparse  Knowledge  Pose  Action  Detection  GAN  Prediction  PDF
• 2022-09-01 Deep Sparse Conformer for Speech Recognition    Xianchao Wu arXiv_SD arXiv_SD  Transformer  Recognition  Sparse  Speech  Action  Attention  Speech_Recognition  CNN  PDF
• 2022-08-31 The Fellowship of the Authors: Disambiguating Names from Social Network Context    Ryan Muther, David Smith arXiv_CL arXiv_CL  Unsupervised  Bert  Sparse  Inference  Language_Model  PDF
• 2022-08-31 Binary Representation via Jointly Personalized Sparse Hashing    Xiaoqin Wang, Chen Chen, Rushi Lan, Licheng Liu, Zhenbing Liu, Huiyu Zhou, Xiaonan Luo arXiv_CV arXiv_CV  Unsupervised  Optimization  Sparse  Represenation_Learning  Pose  Relation  Attention  PDF
• 2022-08-31 Cluster-based Sampling in Hindsight Experience Replay for Robot Control    Taeyoung Kim, Dongsoo Har arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  Action  PDF
• 2022-08-31 Efficient Sparsely Activated Transformers    Salar Latifi, Saurav Muralidharan, Michael Garland arXiv_AI arXiv_AI  Transformer  Sparse  Inference  Language_Model  PDF
• 2022-08-30 Robustness and invariance properties of image classifiers    Apostolos Modas arXiv_RO arXiv_RO  Sparse  Adversarial  Pose  Classification  Image_Classification  PDF
• 2022-08-30 Deep Open-Set Recognition for Silicon Wafer Production Monitoring    Luca Frittoli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi arXiv_CV arXiv_CV  Recognition  Sparse  Pose  Classification  Detection  Object_Detection  CNN  PDF
• 2022-08-30 Spacecraft depth completion based on the gray image and the sparse depth map    Xiang Liu, Hongyuan Wang, Zhiqiang Yan, Yu Chen, Xinlong Chen, Weichun Chen arXiv_AI arXiv_AI  Segmentation  3D  Sparse  Pose_Estimation  Pose  Detection  Relation  Attention  PDF
• 2022-08-30 Stabilize, Decompose, and Denoise: Self-Supervised Fluoroscopy Denoising    Ruizhou Liu, Qiang Ma, Zhiwei Cheng, Yuanyuan Lyu, Jianji Wang, S. Kevin Zhou arXiv_CV arXiv_CV  Enhancement  3D  Sparse  Knowledge  Self-Supervised  Pose  Detection  Object_Detection  Denoising  Optical_Flow  PDF
• 2022-08-30 Gridless 3D Recovery of Image Sources from Room Impulse Responses    Tom Sprunck (TONUS), Yannick Privat (TONUS), Cédric Foy (UMRAE ), Antoine Deleforge (MULTISPEECH) arXiv_SD arXiv_SD  Super_Resolution  3D  Sparse  Pose  PDF
• 2022-08-30 SwiftPruner: Reinforced Evolutionary Pruning for Efficient Ad Relevance    Li Lyna Zhang, Youkow Homma, Yujing Wang, Min Wu, Mao Yang, Ruofei Zhang, Ting Cao, Wei Shen arXiv_AI arXiv_AI  Transformer  Bert  Sparse  Pose  Inference  Prediction  PDF
• 2022-08-29 Learning Binary and Sparse Permutation-Invariant Representations for Fast and Memory Efficient Whole Slide Image Search    Sobhan Hemati, Shivam Kalra, Morteza Babaie, H.R. Tizhoosh arXiv_CV arXiv_CV  Embedding  Sparse  Pose  Classification  PDF
• 2022-08-29 Spatio-Temporal Wind Speed Forecasting using Graph Networks and Novel Transformer Architectures    Lars Ødegaard Bentsen, Narada Dilp Warakagoda, Roy Stenbro, Paal Engelstad arXiv_AI arXiv_AI  Transformer  Sparse  RNN  Pose  Relation  PDF
• 2022-08-28 ClusTR: Exploring Efficient Self-attention via Clustering for Vision Transformers    Yutong Xie, Jianpeng Zhang, Yong Xia, Anton van den Hengel, Qi Wu arXiv_CV arXiv_CV  Transformer  Sparse  Pose  Attention  Language_Model  Prediction  PDF
• 2022-08-27 Learning to SLAM on the Fly in Unknown Environments: A Continual Learning Approach for Drones in Visually Ambiguous Scenes    Ali Safa, Tim Verbelen, Ilja Ocket, André Bourdoux, Hichem Sahli, Francky Catthoor, Georges Gielen arXiv_RO arXiv_RO  Surveillance  Sparse  Pose  SLAM  Deep_Learning  Drone  Autonomous  PDF
• 2022-08-27 Domain-Specific NER via Retrieving Correlated Samples    Xin Zhang, Yong Jiang, Xiaobin Wang, Xuming Hu, Yueheng Sun, Pengjun Xie, Meishan Zhang arXiv_CL arXiv_CL  Transformer  Recognition  Sparse  Knowledge  Relation  PDF
• 2022-08-26 Building the Intent Landscape of Real-World Conversational Corpora with Extractive Question-Answering Transformers    Jean-Philippe Corbeil, Mia Taige Li, Hadi Abdi Ghavidel arXiv_CL arXiv_CL  Transformer  Embedding  Unsupervised  Sparse  Pose  PDF
• 2022-08-26 A Path Towards Clinical Adaptation of Accelerated MRI    Michael S. Yao, Michael S. Hansen arXiv_CV arXiv_CV  Sparse  Pose  Deep_Learning  PDF
• 2022-08-26 Efficient LiDAR Point Cloud Geometry Compression Through Neighborhood Point Attention    Ruixiang Xue, Jianqiang Wang, Zhan Ma arXiv_CV arXiv_CV  Point_Cloud  Sparse  Relation  Attention  CNN  PDF
• 2022-08-26 Itemset Utility Maximization with Correlation Measure    Jiahui Chen, Yixin Xu, Shicheng Wan, Wensheng Gan, Jerry Chun-Wei Lin arXiv_AI arXiv_AI  Sparse  Pose  Detection  Relation  Medical  PDF
• 2022-08-26 FuncFooler: A Practical Black-box Attack Against Learning-based Binary Code Similarity Detection Methods    Lichen Jia, Bowen Tang, Chenggang Wu, Zhe Wang, Zihan Jiang, Yuanming Lai, Yan Kang, Ning Liu, Jingfeng Zhang arXiv_AI arXiv_AI  Sparse  Adversarial  Detection  PDF
• 2022-08-25 Learning to Construct 3D Building Wireframes from 3D Line Clouds    Yicheng Luo, Jing Ren, Xuefei Zhe, Di Kang, Yajing Xu, Peter Wonka, Linchao Bao arXiv_CV arXiv_CV  Transformer  Reconstruction  Point_Cloud  3D  Sparse  Pose  Action  Contour  PDF
• 2022-08-25 Neural Novel Actor: Learning a Generalized Animatable Neural Representation for Human Actors    Yiming Wang, Qingzhe Gao, Libin Liu, Lingjie Liu, Christian Theobalt, Baoquan Chen arXiv_CV arXiv_CV  3D  Sparse  Pose  Face  PDF
• 2022-08-25 Learning Task Automata for Reinforcement Learning using Hidden Markov Models    Alessandro Abate (1), Yousif Almulla (1), James Fox (1), David Hyland (1), Michael Wooldridge (1) ((1) University of Oxford) arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Sparse  Knowledge  Pose  PDF
• 2022-08-24 Prerequisite-driven Q-matrix Refinement for Learner Knowledge Assessment: A Case Study in Online Learning Context    Wenbin Gan, Yuan Sun arXiv_AI arXiv_AI  Sparse  Knowledge  Pose  Deep_Learning  CNN  PDF
• 2022-08-24 Self-Supervised Exploration via Temporal Inconsistency in Reinforcement Learning    Zijian Gao, Kele Xu, HengXing Cai, Yuanzhao Zhai, Dawei Feng, Bo Ding, XinJun Mao, Huaimin Wang arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Knowledge  Self-Supervised  Pose  Prediction  PDF
• 2022-08-24 Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors    Gongjie Zhang, Zhipeng Luo, Yingchen Yu, Zichen Tian, Jingyi Zhang, Shijian Lu arXiv_AI arXiv_AI  Transformer  Sparse  Pose  Detection  Object_Detection  Attention  Prediction  PDF
• 2022-08-24 K-Order Graph-oriented Transformer with GraAttention for 3D Pose and Shape Estimation    Weixi Zhao, Weiqiang Wang arXiv_CV arXiv_CV  Transformer  3D  Sparse  Pose_Estimation  Pose  Relation  Attention  PDF
• 2022-08-23 Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost    Lu Yin, Shiwei Liu, Fang Meng, Tianjin Huang, Vlado Menkovski, Mykola Pechenizkiy arXiv_AI arXiv_AI  Sparse  Pose  Inference  Prediction  PDF
• 2022-08-23 Learning an Efficient Multimodal Depth Completion Model    Dewang Hou, Yuanyuan Du, Kai Zhao, Yang Zhao arXiv_CV arXiv_CV  Sparse  Pose  Face  Attention  CNN  Prediction  PDF
• 2022-08-23 Cardinality-Regularized Hawkes-Granger Model    Tsuyoshi Idé, Georgios Kollias, Dzung T. Phan, Naoki Abe arXiv_AI arXiv_AI  Sparse  Pose  PDF
• 2022-08-22 Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities    Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu arXiv_AI arXiv_AI  Embedding  Sparse  Knowledge  Knowledge_Graph  Pose  Relation  Attention  CNN  PDF
• 2022-08-22 A Medical Semantic-Assisted Transformer for Radiographic Report Generation    Zhanyu Wang, Mingkang Tang, Lei Wang, Xiu Li, Luping Zhou arXiv_CV arXiv_CV  Image_Caption  Transformer  Sparse  Pose  Action  Attention  Medical  Caption  PDF
• 2022-08-22 Minkowski Tracker: A Sparse Spatio-Temporal R-CNN for Joint Object Detection and Tracking    JunYoung Gwak, Silvio Savarese, Jeannette Bohg arXiv_CV arXiv_CV  Tracking  Point_Cloud  3D  Sparse  Object_Tracking  Pose  Detection  Object_Detection  CNN  PDF
• 2022-08-21 Development of a CAV-based Intersection Control System and Corridor Level Impact Assessment    Ardeshir Mirbakhsh, Joyoung Lee, Dejan Besenski arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  Action  PDF
• 2022-08-21 Hilti-Oxford Dataset: A Millimetre-Accurate Benchmark for Simultaneous Localization and Mapping    Lintong Zhang, Michael Helmberger, Lanke Frank Tarimo Fu, David Wisth, Marco Camurri, Davide Scaramuzza, Maurice Fallon arXiv_RO arXiv_RO  Sparse  Pose  Face  SLAM  PDF
• 2022-08-20 Fuse and Attend: Generalized Embedding Learning for Art and Sketches    Ujjal Kr Dutta arXiv_AI arXiv_AI  Embedding  Sparse  Sketch  Image_Retrieval  Pose  Contrastive_Learning  Attention  PDF
• 2022-08-19 Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm    Alicia Y. Tsai, Laurent El Ghaoui arXiv_CL arXiv_CL  Embedding  Unsupervised  Optimization  Sparse  Summarization  PDF
• 2022-08-19 Kernel Memory Networks: A Unifying Framework for Memory Modeling    Georgios Iatropoulos, Johanni Brea, Wulfram Gerstner arXiv_CV arXiv_CV  Sparse  Memory_Networks  Pose  Action  Classification  PDF
• 2022-08-19 PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation    Guotai Wang, Xiangde Luo, Ran Gu, Shuojue Yang, Yijie Qu, Shuwei Zhai, Qianfei Zhao, Kang Li, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Sparse  Pose  Deep_Learning  Medical  PDF
• 2022-08-19 Towards Efficient Capsule Networks    Riccardo Renzulli, Marco Grangetto arXiv_CV arXiv_CV  Sparse  Inference  PDF
• 2022-08-18 GraVoS: Gradient based Voxel Selection for 3D Detection    Oren Shrout, Yizhak Ben-Shabat, Ayellet Tal arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Pose  Detection  Object_Detection  PDF
• 2022-08-18 Temporal Up-Sampling for Asynchronous Events    Xiang Xijie, Zhu lin, Li Jianing, Tian Yonghong, Huang Tiejun arXiv_CV arXiv_CV  Reconstruction  Recognition  Sparse  Pose  Detection  Object_Detection  PDF
• 2022-08-18 LoRD: Local 4D Implicit Representation for High-Fidelity Dynamic Human Modeling    Boyan Jiang, Xinlin Ren, Mingsong Dou, Xiangyang Xue, Yanwei Fu, Yinda Zhang arXiv_CV arXiv_CV  Reconstruction  Tracking  3D  Sparse  Pose  Face  Quantitative  Inference  PDF
• 2022-08-18 Ret3D: Rethinking Object Relations for Efficient 3D Object Detection in Driving Scenes    Yu-Huan Wu, Da Zhang, Le Zhang, Xin Zhan, Dengxin Dai, Yun Liu, Ming-Ming Cheng arXiv_CV arXiv_CV  Transformer  3D  Sparse  Detection  Relation  Object_Detection  PDF
• 2022-08-18 MvDeCor: Multi-view Dense Correspondence Learning for Fine-grained 3D Segmentation    Gopal Sharma, Kangxue Yin, Subhransu Maji, Evangelos Kalogerakis, Or Litany, Sanja Fidler arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Sparse  Self-Supervised  Pose  Contrastive_Learning  Face  PDF
• 2022-08-17 ODformer: Spatial-Temporal Transformers for Long Sequence Origin-Destination Matrix Forecasting Against Cross Application Scenario    Jin Huang, Bosong Huang, Weihao Yu, Jing Xiao, Ruzhong Xie, Ke Ruan arXiv_AI arXiv_AI  Transformer  Sparse  Salient  Pose  Attention  PDF
• 2022-08-16 FEC: Fast Euclidean Clustering for Point Cloud Segmentation    Yu Cao, Yancheng Wang, Yifei Xue, Huiqing Zhang, Yizhen Lao arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Sparse  Pose  Autonomous  PDF
• 2022-08-16 Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries    Xiao Liu, Shiyu Zhao, Kai Su, Yukuo Cen, Jiezhong Qiu, Mengdi Zhang, Wei Wu, Yuxiao Dong, Jie Tang arXiv_AI arXiv_AI  Transformer  Embedding  Sparse  Knowledge  Knowledge_Graph  Prediction  PDF
• 2022-08-16 KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion    Zhaoxuan Tan, Zilong Chen, Shangbin Feng, Qingyue Zhang, Qinghua Zheng, Jundong Li, Minnan Luo arXiv_AI arXiv_AI  Embedding  Sparse  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Relation  Attention  PDF
• 2022-08-15 Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care    Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Action  Autonomous  PDF
• 2022-08-15 Debiased Recommendation with Neural Stratification    Quanyu Dai, Zhenhua Dong, Xu Chen arXiv_AI arXiv_AI  Embedding  Sparse  Pose  Attention  Recommendation  PDF
• 2022-08-15 Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021    Carole H. Sudre, Kimberlin Van Wijnen, Florian Dubost, Hieab Adams, David Atkinson, Frederik Barkhof, Mahlet A. Birhanu, Esther E. Bron, Robin Camarasa, Nish Chaturvedi, Yuan Chen, Zihao Chen, Shuai Chen, Qi Dou, Tavia Evans, Ivan Ezhov, Haojun Gao, Marta Girones Sanguesa, Juan Domingo Gispert, Beatriz Gomez Anson, Alun D. Hughes, M. Arfan Ikram, Silvia Ingala, H. Rolf Jaeger, Florian Kofler, Hugo J. Kuijf, Denis Kutnar, Minho Lee, Bo Li, Luigi Lorenzini, Bjoern Menze, Jose Luis Molinuevo, Yiwei Pan, Elodie Puybareau, Rafael Rehwald, Ruisheng Su, Pengcheng Shi, Lorna Smith, Therese Tillin, Guillaume Tochon, Helene Urien, Bas H.M. van der Velden, Isabelle F. van der Velpen, Benedikt Wiestler, Frank J. Wolters, Pinar Yilmaz, Marius de Groot, Meike W. Vernooij, Marleen de Bruijne (for the ALFA study) arXiv_AI arXiv_AI  Segmentation  Sparse  Detection  Medical  PDF
• 2022-08-15 Rethinking Graph Neural Networks for the Graph Coloring Problem    Wei Li, Ruxuan Li, Yuzhe Ma, Siu On Chan, David Pan, Bei Yu arXiv_AI arXiv_AI  Sparse  Pose  Relation  PDF
• 2022-08-15 Learning Semantic Correspondence with Sparse Annotations    Shuaiyi Huang, Luyu Yang, Bo He, Songyang Zhang, Xuming He, Abhinav Shrivastava arXiv_CV arXiv_CV  Sparse  Pose  Denoising  PDF
• 2022-08-14 SketchSampler: Sketch-based 3D Reconstruction via View-dependent Depth Sampling    Chenjian Gao, Qian Yu, Lu Sheng, Yi-Zhe Song, Dong Xu arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Sparse  Sketch  Pose  Quantitative  PDF
• 2022-08-13 Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes    Yongqiang Mao, Zonghao Guo, Xiaonan Lu, Zhiqiang Yuan, Haowen Guo arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Sparse  Pose  Few-Shot  PDF
• 2022-08-13 Modeling Network-level Traffic Flow Transitions on Sparse Data    Xiaoliang Lei, Hao Mei, Bin Shi, Hua Wei arXiv_AI arXiv_AI  Sparse  Action  PDF
• 2022-08-12 Shape Proportions and Sphericity in n Dimensions    William Franz Lamberti arXiv_CV arXiv_CV  Sparse  PDF
• 2022-08-12 Sparse Probability of Agreement    Jeppe Nørregaard, Leon Derczynski arXiv_CL arXiv_CL  Sparse  PDF
• 2022-08-12 PRIF: Primary Ray-based Implicit Function    Brandon Yushan Feng, Yinda Zhang, Danhang Tang, Ruofei Du, Amitabh Varshney arXiv_CV arXiv_CV  Sparse  Pose_Estimation  Pose  Face  Action  PDF
• 2022-08-11 RelPose: Predicting Probabilistic Relative Rotation for Single Objects in the Wild    Jason Y. Zhang, Deva Ramanan, Shubham Tulsiani arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  SLAM  Prediction  PDF
• 2022-08-11 WeightMom: Learning Sparse Networks using Iterative Momentum-based pruning    Elvis Johnson, Xiaochen Tang, Sriramacharyulu Samudrala arXiv_CV arXiv_CV  Sparse  Pose  Classification  Image_Classification  Inference