CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows

gudovskiy/cflow-ad 27 Jul 2021

Our approach results in a computationally and memory-efficient model: CFLOW-AD is faster and smaller by a factor of 10x than prior state-of-the-art with the same input setting.

Accuracy Metrics Unsupervised Anomaly Detection

0
27 Jul 2021

Image Scene Graph Generation (SGG) Benchmark

microsoft/scene_graph_benchmark 27 Jul 2021

There is a surge of interest in image scene graph generation (object, attribute and relationship detection) due to the need of building fine-grained image understanding models that go beyond object detection.

Graph Generation Object Detection +2

89
27 Jul 2021

Greedy Gradient Ensemble for Robust Visual Question Answering

GeraldHan/GGE 27 Jul 2021

Language bias is a critical issue in Visual Question Answering (VQA), where models often exploit dataset biases for the final decision without considering the image information.

Question Answering Visual Question Answering

1
27 Jul 2021

Energy-based Unknown Intent Detection with Data Manipulation

yawenouyang/GOT 27 Jul 2021

Unknown intent detection aims to identify the out-of-distribution (OOD) utterance whose intent has never appeared in the training set.

Intent Detection

0
27 Jul 2021
2
27 Jul 2021

StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement

IDKiro/StarEnhancer 27 Jul 2021

To make the method more practical, we propose a well-designed enhancer that can process a 4K-resolution image over 200 FPS but surpasses the contemporaneous single style image enhancement methods in terms of PSNR, SSIM, and LPIPS.

SSIM

1
27 Jul 2021

CCGL: Contrastive Cascade Graph Learning

Xovee/ccgl 27 Jul 2021

Second, it learns a generic model for graph cascade tasks via self-supervised contrastive pre-training using both unlabeled and labeled data.

Data Augmentation Graph Learning +2

9
27 Jul 2021

Image-Based Parking Space Occupancy Classification: Dataset and Baseline

martin-marek/parking-space-occupancy 26 Jul 2021

We introduce a new dataset for image-based parking space occupancy classification: ACPDS.

Parking Space Occupancy

0
26 Jul 2021

Structural Learning of Probabilistic Sentential Decision Diagrams under Partial Closed-World Assumption

IDSIA-papers/2021-TPM 26 Jul 2021

Probabilistic sentential decision diagrams are a class of structured-decomposable probabilistic circuits especially designed to embed logical constraints.

0
26 Jul 2021

Adaptation of Tacotron2-based Text-To-Speech for Articulatory-to-Acoustic Mapping using Ultrasound Tongue Imaging

BME-SmartLab/UTI-to-STFT-Tacotron2 26 Jul 2021

In this paper, we experimented with transfer learning and adaptation of a Tacotron2 text-to-speech model to improve the final synthesis quality of ultrasound-based articulatory-to-acoustic mapping with a limited database.

Speech Quality Transfer Learning

0
26 Jul 2021