Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification

13 December 2017

Papers citing "Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification"

50 / 650 papers shown

Title
Audio-Visual Class-Incremental Learning for Fish Feeding intensity Assessment in Aquaculture Meng Cui Xianghu Yue Xinyuan Qian Jinzheng Zhao Haohe Liu Xubo Liu Daoliang Li Wenwu Wang 31 0 0 21 Apr 2025
Text-Audio-Visual-conditioned Diffusion Model for Video Saliency Prediction Li Yu Xuanzhe Sun Wei Zhou Moncef Gabbouj DiffM 29 0 0 19 Apr 2025
DTFSal: Audio-Visual Dynamic Token Fusion for Video Saliency Prediction Kiana Hoshanfar Alireza Hosseini Ahmad Kalhor Babak Nadjar Araabi 143 0 0 14 Apr 2025
Towards Scalable Modeling of Compressed Videos for Efficient Action Recognition Shristi Das Biswas Efstathia Soufleri Arani Roy Kaushik Roy 59 0 0 17 Mar 2025
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis Amir Hosein Fadaei M. Dehaqani 45 0 0 11 Feb 2025
Imitation Learning from a Single Temporally Misaligned Video William Huey Huaxiaoyue Wang Anne Wu Yoav Artzi Sanjiban Choudhury AI4TS 60 0 0 08 Feb 2025
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference Van Thien Nguyen William Guicquero Gilles Sicard 3DV MQ 79 2 0 24 Jan 2025
WhACC: Whisker Automatic Contact Classifier with Expert Human-Level Performance Phillip Maire Samson G. King Jonathan Andrew Cheung Stefanie Walker Samuel Andrew Hires 46 0 0 06 Jan 2025
GFG -- Gender-Fair Generation: A CALAMITA Challenge Simona Frenda Andrea Piergentili Beatrice Savoldi Marco Madeddu Martina Rosola Silvia Casola Chiara Ferrando V. Patti Matteo Negri L. Bentivogli 45 1 0 31 Dec 2024
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Yulin Wang Haoji Zhang Yang Yue Shiji Song Chao Deng Junlan Feng Gao Huang 79 3 0 15 Dec 2024
Reversing the Damage: A QP-Aware Transformer-Diffusion Approach for 8K Video Restoration under Codec Compression Ali Mollaahmadi Dehaghi Reza Razavi Mohammad Moshirpour 77 1 0 12 Dec 2024
Relevance-guided Audio Visual Fusion for Video Saliency Prediction Li Yu Xuanzhe Sun Pan Gao Moncef Gabbouj 68 1 0 18 Nov 2024
AM Flow: Adapters for Temporal Processing in Action Recognition Tanay Agrawal Abid Ali A. Dantcheva François Brémond 39 0 0 04 Nov 2024
MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition Dataset Xin Shen Heming Du Hongwei Sheng Shuyun Wang Hui Chen ... Xiaobiao Du Jiaying Ying Ruihan Lu Qingzheng Xu Xin Yu SLR 36 3 0 25 Oct 2024
GenAI Assisting Medical Training Stefan Gerd Fritsch Matthias Tschoepe Vitor Fortes Rey Lars Krupp Agnes Gruenerbl Eloise Monger Sarah Travenna 16 0 0 21 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 87 1 0 09 Oct 2024
Grounding is All You Need? Dual Temporal Grounding for Video Dialog You Qin Wei Ji Xinze Lan Hao Fei Xun Yang Dan Guo Roger Zimmermann Lizi Liao VGen 41 0 0 08 Oct 2024
Enhancing Temporal Modeling of Video LLMs via Time Gating Zi-Yuan Hu Yiwu Zhong Shijia Huang M. Lyu Liwei Wang VLM 33 0 0 08 Oct 2024
VEDIT: Latent Prediction Architecture For Procedural Video Representation Learning Han Lin Tushar Nagarajan Nicolas Ballas Mido Assran Mojtaba Komeili Joey Tianyi Zhou Koustuv Sinha AI4TS 57 3 0 04 Oct 2024
REST-HANDS: Rehabilitation with Egocentric Vision Using Smartglasses for Treatment of Hands after Surviving Stroke Wiktor Mucha Kentaro Tanaka M. Kampel 42 0 0 30 Sep 2024
Temporally Aligned Audio for Video with Autoregression Ilpo Viertola Vladimir E. Iashin Esa Rahtu VGen 50 11 0 20 Sep 2024
High-Order Evolving Graphs for Enhanced Representation of Traffic Dynamics Aditya Humnabadkar Arindam Sikdar Benjamin Cave Huaizhong Zhang P. Bakaki Ardhendu Behera 38 0 0 17 Sep 2024
KOI: Accelerating Online Imitation Learning via Hybrid Key-state Guidance Jingxian Lu Wenke Xia Dong Wang Zhigang Wang Bin Zhao Di Hu Xuelong Li 46 3 0 06 Aug 2024
Is 3D Convolution with 5D Tensors Really Necessary for Video Analysis? Habib Hajimolahoseini Walid Ahmed Austin Wen Yang Liu 29 0 0 23 Jul 2024
Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective Changwen Zheng Wenwen Qiang Jianqi Zhang Changwen Zheng Jingyao Wang SSL 66 0 0 19 Jul 2024
Pose-guided multi-task video transformer for driver action recognition Ricardo Pizarro Roberto Valle L. Bergasa J. M. Buenaposada Luis Baumela ViT 40 0 0 18 Jul 2024
Masked Generative Video-to-Audio Transformers with Enhanced Synchronicity Santiago Pascual Chunghsin Yeh Ioannis Tsiamas Joan Serrà DiffM VGen 47 13 0 15 Jul 2024
VideoMamba: Spatio-Temporal Selective State Space Model Jinyoung Park Hee-Seon Kim Kangwook Ko Minbeom Kim Changick Kim Mamba 42 7 0 11 Jul 2024
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition Rongchang Li Zhenhua Feng Tianyang Xu Linze Li Xiao-Jun Wu Muhammad Awais Sara Atito Josef Kittler CoGe 60 5 0 08 Jul 2024
Open-Event Procedure Planning in Instructional Videos Yilu Wu Hanlin Wang Jing Wang Limin Wang 57 0 0 06 Jul 2024
IntentionNet: Map-Lite Visual Navigation at the Kilometre Scale Wei Gao Bo Ai Joel Loo Vinay David Hsu 49 1 0 03 Jul 2024
PosMLP-Video: Spatial and Temporal Relative Position Encoding for Efficient Video Recognition Y. Hao Diansong Zhou Zhicai Wang Chong-Wah Ngo Meng Wang ViT 40 4 0 03 Jul 2024
SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition Liutao Yu Liwei Huang Chenlin Zhou Han Zhang Zhengyu Ma Huihui Zhou Yonghong Tian ViT 54 4 0 21 Jun 2024
PrAViC: Probabilistic Adaptation Framework for Real-Time Video Classification Magdalena Trędowicz Łukasz Struski Marcin Mazur Szymon Janusz Arkadiusz Lewicki Jacek Tabor 28 1 0 17 Jun 2024
Video Frame Interpolation for Polarization via Swin-Transformer Feng Huang Xin Zhang Yixuan Xu Xuesong Wang Xianyu Wu 29 0 0 17 Jun 2024
Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language Recognition Weichao Zhao Wengang Zhou Hezhen Hu Min Wang Houqiang Li SLR 37 2 0 15 Jun 2024
MuJo: Multimodal Joint Feature Space Learning for Human Activity Recognition Stefan Gerd Fritsch Cennet Oğuz Vitor Fortes Rey L. Ray Maximilian Kiefer-Emmanouilidis Paul Lukowicz HAI 53 0 0 06 Jun 2024
RNNs, CNNs and Transformers in Human Action Recognition: A Survey and a Hybrid Model Khaled Alomar Halil Ibrahim Aysel Xiaohao Cai MedIm ViT 43 7 0 02 Jun 2024
MASA: Motion-aware Masked Autoencoder with Semantic Alignment for Sign Language Recognition Weichao Zhao Hezhen Hu Wen-gang Zhou Yunyao Mao Min Wang Houqiang Li SLR 44 8 0 31 May 2024
Video-Language Critic: Transferable Reward Functions for Language-Conditioned Robotics Minttu Alakuijala Reginald McLean Isaac Woungang Nariman Farsad Samuel Kaski Pekka Marttinen Kai Yuan LM&Ro 42 1 0 30 May 2024
Counterfactual Gradients-based Quantification of Prediction Trust in Neural Networks Mohit Prabhushankar Ghassan AlRegib UQCV 29 0 0 22 May 2024
Learning Manipulation Skills through Robot Chain-of-Thought with Sparse Failure Guidance Kaifeng Zhang Zhao-Heng Yin Weirui Ye Yang Gao 70 3 0 22 May 2024
Identity-free Artificial Emotional Intelligence via Micro-Gesture Understanding Rong Gao Xin Liu Bohao Xing Zitong Yu Björn W. Schuller Heikki Kälviäinen 57 3 0 21 May 2024
No Time to Waste: Squeeze Time into Channel for Mobile Video Understanding Yingjie Zhai Wenshuo Li Yehui Tang Xinghao Chen Yunhe Wang ViT 30 0 0 14 May 2024
DiffGen: Robot Demonstration Generation via Differentiable Physics Simulation, Differentiable Rendering, and Vision-Language Model Yang Jin Jun Lv Shuqiang Jiang Cewu Lu 48 1 0 12 May 2024
Deep video representation learning: a survey Elham Ravanbakhsh Yongqing Liang J. Ramanujam Xin Li 49 3 0 10 May 2024
Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation Mo Guan Yan Wang Guangkun Ma Jiarui Liu Mingzu Sun SLR 43 6 0 09 May 2024
A Survey on Backbones for Deep Video Action Recognition Zixuan Tang Youjun Zhao Yuhang Wen Mengyuan Liu 38 1 0 09 May 2024
Exposing AI-generated Videos: A Benchmark Dataset and a Local-and-Global Temporal Defect Based Detection Method Peisong He Leyao Zhu Jiaxing Li Shiqi Wang Haoliang Li EGVM 23 2 0 07 May 2024
A Hong Kong Sign Language Corpus Collected from Sign-interpreted TV News Zhe Niu Ronglai Zuo Brian Mak Fangyun Wei 21 5 0 02 May 2024