Papers
SoftTriple Loss: Deep Metric Learning Without Triplet Sampling
Qi Qian, Lei Shang, Baigui Sun et al.
Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding
Linxiao Yang, Ngai-Man Cheung, Jiaying Li et al.
Task2Vec: Task Embedding for Meta-Learning
Alessandro Achille, Michael Lam, Rahul Tewari et al.
Neural Inter-Frame Compression for Video Coding
Abdelaziz Djelouah, Joaquim Campos, Simone Schaub-Meyer et al.
KPConv: Flexible and Deformable Convolution for Point Clouds
Hugues Thomas, Charles R. Qi, Jean-Emmanuel Deschaud et al.
Learning an Effective Equivariant 3D Descriptor Without Supervision
Riccardo Spezialetti, Samuele Salti, Luigi Di Stefano
Scaling and Benchmarking Self-Supervised Visual Representation Learning
Priya Goyal, Dhruv Mahajan, Abhinav Gupta et al.
Spectral Regularization for Combating Mode Collapse in GANs
Kanglin Liu, Wenming Tang, Fei Zhou et al.
Learning Compositional Representations for Few-Shot Recognition
Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert
Unsupervised Learning of Landmarks by Descriptor Vector Exchange
James Thewlis, Samuel Albanie, Hakan Bilen et al.
ViSiL: Fine-Grained Spatio-Temporal Video Similarity Learning
Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Ioannis Patras et al.
Unsupervised Procedure Learning via Joint Dynamic Summarization
Ehsan Elhamifar, Zwe Naing
Action Assessment by Joint Relation Graphs
Jia-Hui Pan, Jibin Gao, Wei-Shi Zheng
Temporal Attentive Alignment for Large-Scale Video Domain Adaptation
Min-Hung Chen, Zsolt Kira, Ghassan AlRegib et al.
Non-Local Recurrent Neural Memory for Supervised Sequence Modeling
Canmiao Fu, Wenjie Pei, Qiong Cao et al.
Uncertainty-Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference
Mahesh Subedar, Ranganath Krishnan, Paulo Lopez Meyer et al.
Dual Attention Matching for Audio-Visual Event Localization
Yu Wu, Linchao Zhu, Yan Yan et al.
Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection
Khoi-Nguyen C. Mac, Dhiraj Joshi, Raymond A. Yeh et al.
STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction
Yingfan Huang, Huikun Bi, Zhaoxin Li et al.
PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction
Amir Rasouli, Iuliia Kotseruba, Toni Kunic et al.
What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention
Antonino Furnari, Giovanni Maria Farinella
Weakly Supervised Energy-Based Learning for Action Segmentation
Jun Li, Peng Lei, Sinisa Todorovic
SCSampler: Sampling Salient Clips From Video for Efficient Action Recognition
Bruno Korbar, Du Tran, Lorenzo Torresani
Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition
Wenhao Wu, Dongliang He, Xiao Tan et al.
Generative Multi-View Human Action Recognition
Lichen Wang, Zhengming Ding, Zhiqiang Tao et al.