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ganler / ResearchReading

General system research material (not limited to paper) reading notes.

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[ICCV'19, Oral] Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition

#19 ganler closed 3 years ago
2
[ICML'19 Workshop Best Paper Award] Park: An Open Platform for Learning-Augmented Computer Systems

#18 ganler closed 3 years ago
0
[CrashCourse] DEEPLIZARD.RL

#17 ganler closed 4 years ago
8
[SIGMOD'20] MIRIS: Fast Object Track Queries in Video

#16 ganler closed 4 years ago
3
[VLDB'20] Panorama: A Data System for Unbounded Vocabulary Querying over Video

#15 ganler closed 3 years ago
1
[CGO'20] Automatic Generation of High-Performance Quantized Machine Learning Kernels

#14 ganler closed 3 years ago
1
[NIPS, 2019]Placeto: Efficient Progressive Device Placement Optimization

#13 ganler closed 2 years ago
0
[SIGCOMM'19] Learning Scheduling Algorithms for Data Processing Clusters

#12 ganler closed 2 years ago
0
[ICML workshop, 2019] Real-world Video Adaptation with Reinforcement Learning

#11 ganler closed 4 years ago
1
LoCo: Local Contrastive Representation Learning

#10 ganler closed 3 years ago
0
[HotEdgeVideo'19] Cracking open the DNN black-box: Video Analytics with DNNs across the Camera-Cloud Boundary

#9 ganler closed 4 years ago
1
[HotCloud'19] Accelerating Deep Learning Inference via Freezing

#8 ganler closed 4 years ago
3
InferLine: ML Prediction Pipeline Provisioning and Management for Tight Latency Objectives

#7 ganler closed 3 years ago
0
[MLSys'20] Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference

#6 ganler closed 3 years ago
0
[SIGCOMM'20] Reducto: On-Camera Filtering For Rersource-Efficient Real-Time Video Analytics

#5 ganler closed 4 years ago
2
Rekall: Specifying Video Events using Compositions of Spatiotemporal Labels

#4 ganler closed 4 years ago
2
UC Berkeley -- CS294-158 20Spring: Deep Unsupervised Learning

#3 ganler closed 3 years ago
1
Parallel Computing by Mats Brorsson

#2 ganler closed 3 years ago
0
Kafka: A Modern Distributed System

#1 ganler closed 4 years ago
2