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1812.02699
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Online Model Distillation for Efficient Video Inference
6 December 2018
Ravi Teja Mullapudi
Steven Chen
Keyi Zhang
Deva Ramanan
Kayvon Fatahalian
VGen
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Papers citing
"Online Model Distillation for Efficient Video Inference"
50 / 66 papers shown
Title
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Federated Graph Semantic and Structural Learning
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Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments
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82
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Camera clustering for scalable stream-based active distillation
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Online Feature Updates Improve Online (Generalized) Label Shift Adaptation
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Yi Liu
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Yu Qiao
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MOSEL: Inference Serving Using Dynamic Modality Selection
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Le Xu
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Learning to (Learn at Test Time)
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Xinhao Li
Karan Dalal
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Tatsunori Hashimoto
Xinlei Chen
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Automatic and Efficient Customization of Neural Networks for ML Applications
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AdaEvo: Edge-Assisted Continuous and Timely DNN Model Evolution for Mobile Devices
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Test-Time Training on Video Streams
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Yu Sun
Yossi Gandelsman
Xinlei Chen
Alexei A. Efros
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153
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11 Jul 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts
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138
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Moby: Empowering 2D Models for Efficient Point Cloud Analytics on the Edge
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56
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18 Feb 2023
UV-Based 3D Hand-Object Reconstruction with Grasp Optimization
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Linlin Yang
You Xie
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Angela Yao
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FLEX: Full-Body Grasping Without Full-Body Grasps
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Gradient Knowledge Distillation for Pre-trained Language Models
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Respecting Transfer Gap in Knowledge Distillation
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Long Chen
Chan Zhou
Hanwang Zhang
99
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23 Oct 2022
Structural Pruning via Latency-Saliency Knapsack
Maying Shen
Hongxu Yin
Pavlo Molchanov
Lei Mao
Jianna Liu
J. Álvarez
100
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13 Oct 2022
MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference
Mu Yuan
Lan Zhang
Zimu Zheng
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Xiang-Yang Li
96
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InFi: End-to-End Learning to Filter Input for Resource-Efficiency in Mobile-Centric Inference
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Lan Zhang
Fengxiang He
Xueting Tong
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58
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Test-Time Training with Masked Autoencoders
Yossi Gandelsman
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Xinlei Chen
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Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review
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Bin Guo
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Li Yao
Zhiwen Yu
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The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation
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129
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AccMPEG: Optimizing Video Encoding for Video Analytics
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Anton Arapin
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When to Prune? A Policy towards Early Structural Pruning
Maying Shen
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Hongxu Yin
J. Álvarez
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HALP: Hardware-Aware Latency Pruning
Maying Shen
Hongxu Yin
Pavlo Molchanov
Lei Mao
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J. Álvarez
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81
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Partial to Whole Knowledge Distillation: Progressive Distilling Decomposed Knowledge Boosts Student Better
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Xinming Zhang
Jian Sun
61
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Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition
James Hong
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104
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Efficient Person Search: An Anchor-Free Approach
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Jie Qin
Tianran Ouyang
Xiaokang Yang
70
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BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies
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LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector
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Online Adaptation to Label Distribution Shift
Ruihan Wu
Chuan Guo
Yi-Hsun Su
Kilian Q. Weinberger
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Pool of Experts: Realtime Querying Specialized Knowledge in Massive Neural Networks
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46
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Arithmetic-Intensity-Guided Fault Tolerance for Neural Network Inference on GPUs
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Ego-Exo: Transferring Visual Representations from Third-person to First-person Videos
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Tushar Nagarajan
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A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation
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121
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38
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Hand-Object Contact Consistency Reasoning for Human Grasps Generation
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Shaowei Liu
Jiashun Wang
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97
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