Delving Deeper into Convolutional Networks for Learning Video Representations

19 November 2015

Aaron Courville

Papers citing "Delving Deeper into Convolutional Networks for Learning Video Representations"

50 / 243 papers shown

Title
Taming Contrast Maximization for Learning Sequential, Low-latency, Event-based Optical Flow Federico Paredes-Valles Kirk Y. W. Scheper Christophe De Wagter Guido de Croon 24 23 0 09 Mar 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 27 1 0 08 Mar 2023
Continuous Spatiotemporal Transformers Antonio H. O. Fonseca E. Zappala J. O. Caro David van Dijk 26 7 0 31 Jan 2023
A recurrent CNN for online object detection on raw radar frames Colin Decourt R. V. Rullen D. Salle Thomas Oberlin 25 12 0 21 Dec 2022
A Survey on Human Action Recognition Zhou Shuchang 29 0 0 20 Dec 2022
Breaking the "Object" in Video Object Segmentation P. Tokmakov Jie Li Adrien Gaidon VOS 29 39 0 12 Dec 2022
Few-View Object Reconstruction with Unknown Categories and Camera Poses Hanwen Jiang Zhenyu Jiang Kristen Grauman Yuke Zhu 30 42 0 08 Dec 2022
An Intuitive and Unconstrained 2D Cube Representation for Simultaneous Head Detection and Pose Estimation Huayi Zhou Fei Jiang Lili Xiong Hongtao Lu 40 3 0 07 Dec 2022
MGTANet: Encoding Sequential LiDAR Points Using Long Short-Term Motion-Guided Temporal Attention for 3D Object Detection Junho Koh Junhyung Lee Youngwoo Lee Jaekyum Kim J. Choi 3DPC 27 22 0 01 Dec 2022
SinFusion: Training Diffusion Models on a Single Image or Video Yaniv Nikankin Niv Haim Michal Irani VGen 32 69 0 21 Nov 2022
SCOTCH and SODA: A Transformer Video Shadow Detection Framework Lihao Liu Jean Prost Lei Zhu Nicolas Papadakis Pietro Lio Carola-Bibiane Schönlieb Angelica I Aviles-Rivero 21 23 0 13 Nov 2022
Unsupervised Deep Learning-based clustering for Human Activity Recognition H. Amrani D. Micucci Paolo Napoletano 17 4 0 10 Nov 2022
PolyBuilding: Polygon Transformer for End-to-End Building Extraction Yuan Hu Zhibin Wang Zhou Huang Yu Liu 3DV ViT 29 9 0 03 Nov 2022
Video based Object 6D Pose Estimation using Transformers Apoorva Beedu Huda AlAmri Irfan Essa ViT 24 8 0 24 Oct 2022
Deep-Learning-Based Precipitation Nowcasting with Ground Weather Station Data and Radar Data Jihoon Ko Kyuhan Lee Hyunjin Hwang Kijung Shin 39 3 0 20 Oct 2022
DCVQE: A Hierarchical Transformer for Video Quality Assessment Zu-Hua Li Lei Yang ViT 34 2 0 10 Oct 2022
Inharmonious Region Localization via Recurrent Self-Reasoning Peng Wu Li Niu Jing Liang Liqing Zhang 21 1 0 05 Oct 2022
D-Align: Dual Query Co-attention Network for 3D Object Detection Based on Multi-frame Point Cloud Sequence Junhyung Lee Junho Koh Youngwoo Lee J. Choi 3DPC 55 7 0 30 Sep 2022
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds Junbo Yin Jianbing Shen Xin Gao David J. Crandall Ruigang Yang 3DPC ViT 38 59 0 26 Jul 2022
How Far Can I Go ? : A Self-Supervised Approach for Deterministic Video Depth Forecasting Suaradip Nag Nisarg A. Shah Anran Qi Raghavendra Ramachandra MDE 22 2 0 01 Jul 2022
Explicitly incorporating spatial information to recurrent networks for agriculture Claus Smitt Michael Halstead Alireza Ahmadi Chris McCool 22 6 0 27 Jun 2022
HOPE: Hierarchical Spatial-temporal Network for Occupancy Flow Prediction Yi Hu Wenxin Shao Bo Jiang Jiajie Chen Siqi Chai Zhening Yang Jingyu Qian Helong Zhou Qiang Liu AI4CE 29 13 0 21 Jun 2022
STIP: A SpatioTemporal Information-Preserving and Perception-Augmented Model for High-Resolution Video Prediction Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 33 4 0 09 Jun 2022
Cascaded Video Generation for Videos In-the-Wild Lluis Castrejon Nicolas Ballas Aaron Courville VGen 34 0 0 01 Jun 2022
A framework for robotic arm pose estimation and movement prediction based on deep and extreme learning models I. Rodrigues M. Dantas Assis T. de Oliveira Filho Gibson B. N. Barbosa Daniel Bezerra Ricardo S. Souza M. Marquezini P. Endo J. Kelner D. Sadok 19 10 0 27 May 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 59 15 0 22 May 2022
Diverse Video Generation from a Single Video Niv Haim Ben Feinstein Niv Granot Assaf Shocher Shai Bagon Tali Dekel Michal Irani VGen DiffM 31 2 0 11 May 2022
DL4DS -- Deep Learning for empirical DownScaling C. G. Gomez Gonzalez AI4Cl AI4CE 27 6 0 07 May 2022
ST-ExpertNet: A Deep Expert Framework for Traffic Prediction Hongjun Wang Jiyuan Chen Z. Fan Zhiwen Zhang Z. Cai Xuan Song MoE 27 9 0 05 May 2022
STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 30 1 0 20 Apr 2022
Object Permanence Emerges in a Random Walk along Memory P. Tokmakov Allan Jabri Jie Li Adrien Gaidon 37 21 0 04 Apr 2022
Precipitaion Nowcasting using Deep Neural Network M. Bakkay M. Serrurier Valentin Kivachuk Burdá Florian Dupuy Naty Citlali Cabrera-Gutiérrez ... Maud-Alix Mader O. Mestre G. Oller J. Jouhaud L. Terray AI4Cl 18 3 0 24 Mar 2022
Discovering Objects that Can Move Zhipeng Bao P. Tokmakov Allan Jabri Yu-xiong Wang Adrien Gaidon M. Hebert OCL 31 43 0 18 Mar 2022
Diffusion Probabilistic Modeling for Video Generation Ruihan Yang Prakhar Srivastava Stephan Mandt DiffM VGen 59 257 0 16 Mar 2022
Seamless lightning nowcasting with recurrent-convolutional deep learning J. Leinonen U. Hamann U. Germann 31 20 0 15 Mar 2022
Attention based Memory video portrait matting Shufeng Song 29 0 0 14 Mar 2022
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems Shuang Ma Sai H. Vemprala Wenshan Wang Jayesh K. Gupta Yale Song Daniel J. McDuff Ashish Kapoor SSL 37 9 0 20 Feb 2022
maskGRU: Tracking Small Objects in the Presence of Large Background Motions Constantine J. Roros A. Kak 45 2 0 03 Jan 2022
VideoPose: Estimating 6D object pose from videos Apoorva Beedu Zhile Ren Varun Agrawal Irfan Essa 17 2 0 20 Nov 2021
Improvements to short-term weather prediction with recurrent-convolutional networks J. Leinonen AI4Cl 27 7 0 11 Nov 2021
Automatic ultrasound vessel segmentation with deep spatiotemporal context learning Baichuan Jiang Alvin I. Chen S. Bharat Mingxin Zheng 21 6 0 03 Nov 2021
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation Y. Meng Hongrun Zhang Dongxu Gao Yitian Zhao Xiaoyun Yang Xuesheng Qian Xiaowei Huang Yalin Zheng GNN 19 27 0 27 Oct 2021
LARNet: Latent Action Representation for Human Action Synthesis Naman Biyani A. J. Rana Shruti Vyas Yogesh S Rawat 13 4 0 21 Oct 2021
A Hybrid Spatial-temporal Deep Learning Architecture for Lane Detection Yongqi Dong S. Patil B. Arem Haneen Farah 34 38 0 05 Oct 2021
Diverse Generation from a Single Video Made Possible Niv Haim Ben Feinstein Niv Granot Assaf Shocher Shai Bagon Tali Dekel Michal Irani DiffM VGen 39 18 0 17 Sep 2021
Single-Stage Keypoint-Based Category-Level Object Pose Estimation from an RGB Image Yunzhi Lin Jonathan Tremblay Stephen Tyree Patricio A. Vela Stan Birchfield 39 55 0 13 Sep 2021
Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation Ziluo Ding Rui Zhao Jiyuan Zhang Tianxiao Gao Ruiqin Xiong Zhaofei Yu Tiejun Huang 3DPC 11 56 0 10 Sep 2021
Robust High-Resolution Video Matting with Temporal Guidance Shanchuan Lin Linjie Yang Imran Saleemi Soumyadip Sengupta 3DH VOS 14 149 0 25 Aug 2021
Full-Duplex Strategy for Video Object Segmentation Ge-Peng Ji Deng-Ping Fan Keren Fu Zhe Wu Jianbing Shen Ling Shao VOS 86 130 0 06 Aug 2021
Brain-Inspired Deep Imitation Learning for Autonomous Driving Systems Hasan Bayarov Ahmedov Dewei Yi Jien-De Sui 13 3 0 30 Jul 2021