Ling Cai
4 papers · 2015–2020 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Keywords
neural network quantization
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representation learning
(1)
image classification
(1)
object detection
(1)
spatial context
(1)
multi-scale representation
(1)
grid cell
(1)
scale variation
(1)
feature pyramid
(1)
multi-level feature
(1)
neural network
(1)
single-shot detector
(1)
point of interest
(1)
fixed-point representation
(1)
model inference acceleration
(1)
low-bit computation
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integer matrix multiplication
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numerical overflow
(1)
Papers
Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells
ICLR 2020
Overflow Aware Quantization: Accelerating Neural Network Inference by Low-bit Multiply-Accumulate Operations
IJCAI 2020
M2Det: A Single-Shot Object Detector Based on Multi-Level Feature Pyramid Network
AAAI 2019
Modeling Inter- and Intra-Part Deformations for Object Structure Parsing
IJCAI 2015