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Found 9 papers, 2 papers with code
LADDER: An Efficient Framework for Video Frame Interpolation
Video Frame Interpolation (VFI) is a crucial technique in various applications such as slow-motion generation, frame rate conversion, video frame restoration etc.
Sparse Laneformer
We analyze that dense anchors are not necessary for lane detection, and propose a transformer-based lane detection framework based on a sparse anchor mechanism.
3D Human motion anticipation and classification
Our model learns to predict multiple future sequences of human poses from the same input sequence.
Scaling Distributed Training with Adaptive Summation
This paper introduces a novel method to combine gradients called Adasum (for adaptive sum) that converges faster than prior work.
NGEMM: Optimizing GEMM for Deep Learning via Compiler-based Techniques
Various approaches have been developed by leveraging techniques such as vectorization and memory layout to improve the performance of integer GEMM.
Object Localization with a Weakly Supervised CapsNet
Our model can learn and derive the coordinates of the digits better than its convolution counterpart that lacks a routing-by-agreement algorithm, and can also perform well when testing on the multi-digit moving MNIST and KTH datasets.
HP-GAN: Probabilistic 3D human motion prediction via GAN
Our model, which we call HP-GAN, learns a probability density function of future human poses conditioned on previous poses.
Ranked #7 on
Human Pose Forecasting
on Human3.6M
(APD metric)
Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution
Crowd sourcing has become a widely adopted scheme to collect ground truth labels.
Facial Expression Recognition
Facial Expression Recognition (FER)
+1
Articulated Hand Pose Estimation Review
In this paper, we focus on reviewing recent progress of hand pose estimation from depth sensor.
