Trending Research

One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control

ICML 2020 huangwl18/modular-rl

We observe that a wide variety of drastically diverse locomotion styles across morphologies as well as centralized coordination emerges via message passing between decentralized modules purely from the reinforcement learning objective.

34
0.61 stars / hour

HoughNet: Integrating near and long-range evidence for bottom-up object detection

5 Jul 2020nerminsamet/houghnet

This paper presents HoughNet, a one-stage, anchor-free, voting-based, bottom-up object detection method.

IMAGE GENERATION OBJECT DETECTION

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0.53 stars / hour
233
0.39 stars / hour

Gradient Origin Networks

6 Jul 2020cwkx/GON

This paper proposes a new type of implicit generative model that is able to quickly learn a latent representation without an explicit encoder.

IMAGE INTERPOLATION IMAGE RECONSTRUCTION

39
0.32 stars / hour

DeepFaceLab: A simple, flexible and extensible face swapping framework

12 May 2020iperov/DeepFaceLab

DeepFaceLab is an open-source deepfake system created by \textbf{iperov} for face swapping with more than 3, 000 forks and 13, 000 stars in Github: it provides an imperative and easy-to-use pipeline for people to use with no comprehensive understanding of deep learning framework or with model implementation required, while remains a flexible and loose coupling structure for people who need to strengthen their own pipeline with other features without writing complicated boilerplate code.

FACE SWAPPING

17,728
0.32 stars / hour

Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention

29 Jun 2020idiap/fast-transformers

Transformers achieve remarkable performance in several tasks but due to their quadratic complexity, with respect to the input's length, they are prohibitively slow for very long sequences.

251
0.31 stars / hour

Ocean: Object-aware Anchor-free Tracking

18 Jun 2020researchmm/TracKit

In this paper, we propose a novel object-aware anchor-free network to address this issue.

VISUAL OBJECT TRACKING

123
0.29 stars / hour

GIQA: Generated Image Quality Assessment

19 Mar 2020cientgu/GIQA

Generative adversarial networks (GANs) have achieved impressive results today, but not all generated images are perfect.

IMAGE QUALITY ASSESSMENT

42
0.29 stars / hour